За $3000 в месяц аферисты получают облачный комплекс для разводов под ключ.

Преступники нашли пугающе простой способ превратить чат-бота в соучастника взлома.

Взломщики охотились за криптокошельками, пока за их спиной тихи сидел посторонний.

Схема Papyrus прятала браузер за экраном Android-приложений и превращала реальные касания пользователей в фальшивые клики.

Защита заметила угрозу раньше, чем ситуация вышла из-под контроля.

Результаты первых экспериментом уже есть.

Чем глубже власти копали, тем острее становился вопрос о личных границах в Интернете.

Grok дорисовывает пространство за пределами исходника, удаляет фон и меняет отдельные объекты без полной перерисовки сцены.

Всё работает локально: распознавание речи, перевод и озвучивание — без облака и без подписки.

Новая модель сотрудничества дает силовикам доступ к подозреваемым, инфраструктуре и данным за пределами собственных границ.

16 из 285 вариантов ожили в лаборатории.

Это было открытие, которое изменило целую область математики.

Модель нашла дыру в защите быстрее, чем её создатели — и воспользовалась ею.

Разработчики нашли способ отключить скрытую идентификацию Windows на уровне системы.

Что будет делать сам CEO? Выходить на сцену и кивать.

Опыт применения R-Vision SOAR на Standoff 17 показал, какие задачи помогает решать на практике автоматизация.

Именно в таких условиях на юбилейном Standoff 17 решение R-Vision SOAR использовалось командой защиты ретейла.

Standoff — это практическая кибербитва, в рамках которой команды атакующих и защитников проверяют сценарии нападения и реагирования в квазиреальных инфраструктурах.

Как SOAR применялся на StandoffВ 2025 году для работы R-Vision SOAR на Standoff было настроено более 40 коннекторов с различными средствами защиты и инфраструктурными системами.

Таким образом, участие R-Vision SOAR в Standoff стало практической проверкой работы интеграций, удобства выполнения типовых действий и …

Получить учётную запись пользователь может как в клиентском приложении, так и в личном кабинете системы.

Единая точка управления всеми компонентами упрощает администрирование и обеспечивает гибкость при работе как с собственной, так и с внешними инфраструктурами.

Управление сотрудниками и отделами сотрудниковНастройка прав и политик доступа к устройствамКак уже говорилось выше, в рамках организации можно управлять правами и политиками доступа для устройств и сотрудников.

Таким образом пользователь может обращаться к адресной книге — как к своей, так и к адресной книге организации.

Добавление нового устройстваВ разделе «Администрирование» пользователю доступны справочник устройств, личный сп…

Переход с Microsoft Office на альтернативные офисные пакеты — это не только установка нового ПО, но и риск столкнуться с несовместимостью документов, макросов и шаблонов.

Такие проблемы массово возникали при обновлении с Microsoft Office 7/95 на Microsoft Office 97.

А именно так обстоит дело в «МойОфис» и «Р7-Офис» (как и в его основе с открытым кодом OnlyOffice).

В Microsoft Office для создания формул применяется шрифт Cambria Math, и при подстановке его аналога для других платформ всё должно нормализоваться.

Наиболее часто проблема проявляется в Linux, но нередко имеет место и в Windows, и в Android.

Специфика защиты больших данных: проблемы и угрозыГоворя о защите Big Data, стоит начать с расшифровки понятия больших данных и их отличия от обычных массивов информации.

Прогноз увеличения рынка Big Data Security (источник: thebusinessresearchcompany.com)Лидеры рынка Big Data Security: IBM, Microsoft, Oracle, Broadcom (Symantec), AWS.

Машина больших данных «Скала^р МБД.Х»Программно-аппаратный комплекс «Скала^р МБД.Х» — отечественная платформа класса Data Lakehouse для хранения, обработки и анализа больших данных.

Защита систем хранения данных и дата-центров от KasperskyКомпания «Лаборатория Касперского» предлагает комплекс услуг и сервисов для защиты больших данных и дата-центров.

Как выбр…

Значит ли это, что обучение не работает, или проблема в самом подходе к нему?

Выделили шесть возможных причин, по которым обучение ИБ не работает так, как ожидается.

Как понять, что обучение не даёт результатыМожно выделить следующие критерии неэффективного обучения:Сотрудник регулярно совершает одни и те же ошибки.

Такие ситуации возникают потому, что знания не были связаны с реальными рабочими процессами и не стали частью повседневных действий.

ВыводыПричины, по которым обучение информационной безопасности не работает, имеют не методический, а организационный характер.

KPI, KRI и метрики: в чём разницаПри обсуждении информационной безопасности термины KPI и KRI часто путают, хотя они решают разные задачи.

При этом и KPI, и KRI рассчитываются на основе технических и бизнес-метрик, которые собирают системы мониторинга, средства защиты и другие источники данных.

Этот показатель отражает период от компрометации до обнаружения злоумышленника и не является MTTD, однако показывает, сколько времени атакующий может оставаться незамеченным.

Patch SLA = (Количество уязвимостей, устранённых в срок / Общее количество уязвимостей) × 100 %Метрика показывает эффективность процесса управления обновлениями.

Например, для уязвимостей с максимальным приоритетом SLA может сос…

Тем не менее проекты внедрения ИИ в российских компаниях продолжаются.

Как и в целом с ИТ-проектами, они стали более точечными и с упором на максимальную эффективность.

Уровень проникновения ИИ в российских компаниях по ряду отраслейОднако внедрение ИИ далеко не всегда было экономически оправданным.

Влияло и то, что в ряде отраслей, в частности в медицине, это прямо сказывалось на показателях эффективности руководителей учреждений и глав региональных министерств здравоохранения.

ВыводыФокус во внедрении ИИ в российских компаниях всё больше смещается в сторону не новых, а хорошо отработанных и при этом относительно недорогих технологий классической аналитики и традиционного машинного обучени…

Проблема состоит не в их участии, а в том, в какой степени они готовы вмешиваться в их работу.

Ссылки на каналы МИА «Россия сегодня» («Россия сегодня», 2026)Запрет использования Telegram на УкраинеПротиворечия вокруг Telegram особенно ярко проявились на фоне продолжающегося конфликта между Россией и Украиной и ограничений на трафик Telegram в России.

Популярные мессенджеры в Украине в 2026 году (WMTips, 2026)Ограничения работы Telegram в РоссииОфициальные причины введения ограничений на работу Telegram в России так и не были названы.

Впрочем, реальная картина сложнее и касается работы Telegram не только в России, но и в глобальном масштабе.

Самое сложное заключается даже не в самом выборе, …

Да Возможность расшифрования протокола TLS 1.3 Да Да Да Да Нет(планируется в будущих версиях, 2027 г.)

Нет Встроенная песочница Нет Нет Нет Нет Нет(планируется в будущих версиях, 2027 г.)

Нет(интеграция с «Гарда DLP») Режим блокировки для DLP Нет Нет Нет Нет Нет Нет Режим логирования для DLP Нет Нет Нет Нет Нет Нет Возможность блокировки передачи определенных типов файлов Нет Нет Нет Нет Нет(планируется в будущих версиях, 2027 г.)

Нет(в разработке) Свой клиент для IPsec VPN Нет Нет Нет Нет Нет Нет(в разработке) Поддержка OpenVPN Да Да Нет Да Нет(планируется в ближайшей версии — до конца 2026 года) Нет(поддержка WireGuard) Поддержка OpenVPN ГОСТ Да Нет Нет Нет Нет Нет Поддержка IKEv2 Да Да Н…

Но на них действуют законы, которые нередко принимались без понимания специфики новой среды.

Джек Ма, китайский миллиардерВ 1995 году муниципальный совет Ханчжоу направляет Джека Ма на годовую стажировку в США по студенческому обмену.

Предав наследие наших предков, мы встали на путь саморазрушения — морального, интеллектуального, экономического и, в конечном итоге, биологического.

Но что реально происходит «под капотом» и в какую сторону склонится чаша весов «независимости» — для большинства стран это риски ИБ.

Выход из них далеко не всегда способствует достижению общих целей — технологического и инновационного развития с соблюдением регуляторных и конституционных требований.

Браузер — один из значимых векторов атакБыло бы преувеличением сказать, что количество атак на браузер и через него выросло в последние годы.

Другими словами, корпоративный браузер позволяет контролировать все потоки данных, которые через него проходят.

Крупнейшие игроки:Google Chrome Enterprise — самый известный корпоративный браузер.

Глобальные лидеры (специализированные решения):Island — стартап из США, создавший полноценный корпоративный браузер на основе Chromium.

Через пять лет фраза «используйте корпоративный браузер» будет звучать так же естественно, как сегодня «используйте корпоративную почту».

В нынешних условиях даже если бюджет на ИТ и ИБ формально не снижается, но и не растёт, это означает его фактическое снижение.

Так, на одной из сессий конференции IT IS conf, которая прошла совсем недавно, провели блиц-опрос посетителей, в ходе которого лишь один участник заявил, что в их компании расходы на ИБ в 2026 году выросли.

Возможно, влияет и то, что в ИБ только идёт процесс перехода управления от технических специалистов к менеджерам.

ИБ как часть общей системы защиты«В информационную безопасность действительно приходится вкладываться, защищаясь от того, что, возможно, никогда не произойдёт.

В целом же, по его мнению, инвестиции в ИБ являются расходами на поддержание устойчивости б…

Мы уже рассказывали читателям о возможностях «Публичного облака NGENIX», а в этом обзоре рассмотрим «Аттестованное публичное облако NGENIX» — аттестованную распределённую облачную платформу для защиты от DDoS и бот-атак.

Архитектура «Аттестованного публичного облака NGENIX»«Аттестованное публичное облако NGENIX» построено на концепции встроенной безопасности: реализация всех требований ИБ заложена на этапе проектирования (Security by Design).

Администрирование «Аттестованного публичного облака NGENIX» и управление пользователями осуществляется в клиентском портале NGENIX EdgeSec Multidesk, доступном через веб-интерфейс.

Подключение и техподдержкаТарифы «Аттестованного публичного облака» раз…

Среди российских решений можно назвать как экосистемные, так и самостоятельные продукты: MaxPatrol VM от Positive Technologies, R-Vision VM, ScanFactory VM, Vulns.io VM и др.

Первый вывод для Kaspersky VM – это желание снизить остроту проблем от хаотичности развития ИТ-инфраструктуры российских предприятий.

Отсутствие упоминания Kaspersky Security Center Web Console, скорее всего, объясняется ограничением первой версии Kaspersky VM.

Она может применяться как для Defensive, так и для Offensive Security.

Kaspersky VM и ИИНо вернёмся к теме Vulnerability Management и Kaspersky VM.

Делимся лучшими практиками построения резервного копирования, которое работает предсказуемо и не зависит от человека.

Причина обычно заключается не в отсутствии технологий, а в том, что процесс построен так, что ошибки становятся заметны только в момент восстановления.

Почему ручной процесс подводитПока резервное копирование держится на действиях конкретного человека, результат зависит от его занятости, внимательности и приоритетов.

В конце встраивается проверка восстановления — не как разовое мероприятие, а как часть регулярного расписания.

Вместе это и есть процесс, который держится на системе, а не на человеке.

В кибербезопасности сейчас не хватает терминологии и устоявшихся подходов к защите таких систем - особенно в тех случаях, когда агент начинает действовать непредсказуемо.

А может, это им и не нужно?

Ответом на этот запрос и стала наша таксономия Autonomous Agent Defense Matrix.

И чтобы построить защиту, ИБ-инженеру нужно понимать, на каком именно этапе киллчейна находится агент и какие механизмы контроля уместны прямо сейчас.

Привычный WAF не бьет тревогу, когда агент делает легитимные API-запросы, пусть и с деструктивным результатом.

Ask Gemini / Gemini in Chrome — облачный сервис.

Gemini Nano: модель есть, пользовательского интерфейса нетGemini Nano — уже настоящий «ИИ на устройстве».

Но Gemini Nano не даёт сайту новых правДавайте еще раз уточним: локальная модель не умеет сама открыть соседнюю вкладку, прочитать файл с диска или обойти защиту браузера.

Если брать шире, то Gemini Nano используется в Chrome ещё с 2024 года, но появляется на компьютерах не одновременно.

В Windows модель обычно оказывается в %LOCALAPPDATA%\Google\Chrome\User Data\OptGuideOnDeviceModel , в macOS — в ~/Library/Application Support/Google/Chrome/OptGuideOnDeviceModel/ .

Сегодня я вам расскажу про то, как я настроил безопасное шифрование данных для сайта с помощью протокола HTTPS и SSL/TLS сертификата.

Но спустя время вы решили, что не хотите, чтоб весь трафик между клиентами и сервером был виден любому желающему.

Дело осталось за малым, перевести сайт с HTTP на HTTPS.

В обычном прокси мы отправляем данные прокси серверу и просим его от своего имени отправить данные кому-то.

X-Forwarded Proto это стандарт, который обозначает дословно перенаправленный протокол, а {scheme} является динамической переменной, которая может быть и http, и https.

Материал создан исключительно в учебных целях, для специалистов по информационной безопасности и для пользователей, которые хотят более углубленно понимать, как защитить свои данные от утечек.

Благодаря тому, что вы проигнорировали предупреждение браузера, злоумышленник использует свои сертификаты безопасности, легко дешифруя ваши данные и получая доступ к вашим конфиденциальным данным.

Атакующий дополнительно запускает ARP-spoofing (или поднимает WiFi-шлюз, как в нашем случае), тем самым становясь «посредником» на канальном уровне.

Генерация SSL сертификата, того самого, который браузер считает недействительным, и вы всё равно переходите по ссылке минуя предупреждение.

Зачастую мобильны пр…

Представьте, что вы перевели книгу с русского на китайский, а затем с китайского обратно на русский.

Дизассемблер (в Ghidra и GDB) – когда декомпилятор ошибается или показывает странности, мы спускаемся на уровень инструкций и проверяем, что на самом деле происходит.

В следующем разделе загрузим исследуемую crackme в Ghidra и начнем с поиска функции main – именно с нее начинается вся логика программы.

Ghidra видит, что в коде вызывается именно эта перегрузка и на основе этого определяет, что local_7c должна быть типа int .

Следующие 4 байта (от RSP + 0x08 до RSP + 0x0b ) – это выравнивание: 8-байтовые переменные должны начинаться с адреса, кратного 8, поэтому local_78 размещается не на RSP …

Проблема позволяла злоумышленнику добиться удаленного выполнения кода (RCE), если разработчик открывал специально подготовленную ссылку в сообщении Git-коммита.

Позже аналогичная проблема была обнаружена и в Google Antigravity — новом AI-редакторе Google, который также использует архитектурные решения VS Code.

А ИИ-редакторы только повышают привлекательность подобных атак, поскольку концентрируют еще больше чувствительных данных и инструментов в одном рабочем окружении.

Что означает инцидентСам по себе сценарий удаленного выполнения кода в среде разработки нельзя назвать новым.

Помимо прочего, современные среды разработки постепенно превращаются в универсальную точку доступа к корпоративной…

Шифрование скрывает данные, но не уничтожает форму обмена данными, а у разных протоколов эта форма разная.

Иногда это объясняют совсем просто: DPI якобы видит высокую энтропию и понимает, что перед ним зашифрованный туннель.

Если классификация учитывает не только один flow, но и совокупность наблюдаемого поведения, реальный фоновый трафик делает эту картину менее однозначной.

Открытая частьЧасть проекта открыта: SDK опубликован на GitHub, и код протокола обфускации и decoy‑логики можно посмотреть непосредственно в реализации, а не только в пересказе статьи.

На то, что знаю и что могу обсуждать публично, отвечу.

Коротко о NEOMSA APIMNEOMSA APIM (НЕОМСА APIM) — отечественная On-Premise платформа управления API и шлюз API (API Gateway).

NEOMSA APIM функционирует автономно и не требует передачи технологических данных и API-трафика в облако производителя.

Главный блокирующий критерий (Security Gate) для NEOMSA APIM 4.6.0: в финальной сборке не должно оставаться уязвимостей уровней Critical и High, зарегистрированных в БДУ ФСТЭК.

Как мы считаем уязвимостиВ таблице ниже приведено количество находок, которые были сопоставлены с записями БДУ ФСТЭК, с распределением по уровню критичности.

Важно учитывать, что БДУ ФСТЭК и другие базы уязвимостей регулярно обновляются.

Зимой видела исследование: авторы проанализировали трафик 150 российских компаний и выяснили, что в 2025 году сотрудники загрузили в публичные нейросети в 30 раз больше корпоративных данных, чем годом ранее.

Пользователь обычно думает только о самомфайле, но в ИТ-системах остаются следы: кто загрузил файл, когда, какой был запрос, какие фрагменты были извлечены.

Это не целевая атака, а классическая ошибка конфигурации, уязвимость сразу закрыли, но утёкшие данные не вернуть.

Загрузил в нейросеть то, что не должен был, — и что делать?!

В ближайшие годы для малого и среднего бизнеса они станут доступнее, но не как «поставили и забыли».

Категории уничтоженных данных движок тоже не хранит - он работает с учётной записью целиком, а не с перечнем данных внутри неё.

Он проходит через процесс по-настоящему: пока не набрался кворум, поток стоит и не двигается дальше.

Категории данных и название информационной системы движок не знает по своей природе: он работает с учётной записью, а не с классификатором персональных данных внутри неё.

Инженер во мне гордится идемпотентностью и гейтингом, а приказу это неинтересно - ему нужны пять полей и подпись, а не элегантность графа.

У кого в вашей компании при автоматизированном увольнении подпись под актом - конкретный человек с именем, а не “наверное, кто-то из HR”?

Одновременно разработчики все чаще используют большие языковые модели для генерации кода.

Злоумышленник не меняет модель, не дообучает ее и не управляет ее параметрами на стороне жертвы.

При этом результаты моделей для двух языков коррелировали: если модель чаще придумывала пакеты Python, она, как правило, чаще делала то же самое и для JavaScript.

Почему дело не в опечаткахМожно предположить, что вымышленные названия возникают как небольшие искажения имен реальных библиотек.

Курируемый список давно известных и популярных пакетов надежнее, но требует постоянного обновления и не подходит для всех проектов.

На днях на Хабре вышла статья с разбором Яндекс Браузера и приложения Яндекс для Android.

До момента активации распознавание выполняется встроенной моделью непосредственно на устройстве и не требует постоянной передачи звука на сервер.

Почему голосовому помощнику нужны контактыСовременные голосовые ассистенты работают не только с общими знаниями, но и с персональным контекстом пользователя.

То есть механизм собирает исключительно события самого приложения — не банков, не мессенджеров, ничьих других.

Это не означает сбор информации о наличии AppMeter у всех пользователей и не является механизмом массового сканирования установленных приложений.

Первые два номера за 2026 год уже отпечатаны и готовы к отправке, а сбор предзаказов на третий постепенно подходит к завершению.

Наши авторы доберутся до прошивки роутера через физический доступ к устройству, изучат инфраструктуру провайдера, который забыл изолировать клиентов, и настроят одновременное подключение к нескольким сетям.

Уже в августе мы передадим журнал в типографию, а в сентябре начнем рассылку заказов, поэтому времени для покупки по сниженной цене остается все меньше.

Первый и второй номера уже готовы к отправке, а третий и четвертый будут доставлены тебе по мере их подготовки и выхода.

Один заказ — и к концу года ты получишь всю серию ежеквартальных журналов за 2026 год.

Специалисты Nozomi Networks Labs обнаружили новый Mirai-ботнет Tengu и сообщают, что лежащая в его основе малварь имеет необычный механизм аварийной перезагрузки.

Если процесс завершается, сигналы прекращаются, и примерно через 30 секунд устройство перезагружается.

Также для закрепления в системе Tengu создает фиктивный systemd, добавляет init- и rc-скрипты, меняет стартовые файлы оболочки и помечает свой бинарник как неизменяемый.

В результате сторожевой таймер считает, что устройство зависло, и осуществляет жесткую перезагрузку, после которой срабатывают механизмы закрепления малвари в системе, и Tengu запускается вновь.

Также обнаружилось, что Tengu мог получать идентификаторы дополнител…

Его клиенты проводят ClickFix-атаки, скрывая вредоносный код в PNG-изображениях, которые заранее загружаются в кеш браузера жертвы.

Таким способом распространяется малварь CountLoader, предназначенная для Windows и macOS, а некоторые Windows-устройства также заражаются ранее неизвестным RAT DeviceManager.

Клиентам остается только создать ClickFix-сайт, добавить на него сгенерированный код и при необходимости реализовать дополнительную обфускацию.

В обнаруженных кампаниях злоумышленники создавали поддельные страницы входа в NetSuite, Odoo, HubSpot и Salesforce, а вредоносный код загружался через встроенный iframe.

В случае выполнения такая команда обнаруживает нужную PNG-картинку в кеше брау…

Такая под­писка может не тре­бовать отдель­ного исполня­емо­го или сце­нар­ного фай­ла, одна­ко ее объ­екты сох­раня­ются в репози­тории WMI.

Она покажет, как событие WMI может запус­кать дей­ствие, но сама по себе не может быть пол­ноцен­ным механиз­мом пос­тоян­ного зак­репле­ния: под­писка сущес­тву­ет, толь­ко пока работа­ет соз­давший ее про­цесс PowerShell, и не пережи­вает перезаг­рузку.

Постоянная подпискаВ рам­ках вто­рого экспе­римен­та я соз­дал пос­тоян­ную под­писку в прос­транс­тве имен root\ subscription .

Event ID 19 - WmiEventFilter: Name: "MaliciousFilter" Query: `SELECT * FROM __ InstanceCreationEvent WITHIN 5 WHERE TargetInstance ISA 'Win32_ Process' AND TargetInstance.

…

Атаки этой серии получили названия Pass-ta-key, Silver Pass-ta-key и Golden Pass-ta-key.

Эксперты объясняют, что атаки Pass-ta-key не компрометируют криптографию менеджера паролей, а эксплуатируют слабости в механизмах доверия, регистрации, восстановления и синхронизации учетных данных.

Дело в том, что во время повторной регистрации устройства в облачном аутентификаторе Chrome некоторое время хранит SDS в открытом виде в памяти своего процесса.

Следует отметить, что в своем отчете специалисты не приводят идентификаторы CVE, не перечисляют уязвимые версии Chrome, а также не сообщают, устранены ли проблемы Pass-ta-key в настоящее время.

При этом эксперты подчеркивают, что passkey остаются без…

Тадж Тарша, основатель компании Few and Far, работающей с NFT, обвиняется в мошенничестве с ценными бумагами и мошенничестве с использованием электронных средств связи.

Согласно материалам дела, Тарша вместе с командой Few and Far привлек от инвесторов более 10 миллионов долларов, продавая права на будущий токен FAR.

Однако, как утверждается в обвинительном заключении, значительная часть этих средств была потрачена не по назначению, а на личные нужды основателя.

Обещанную биржу NFT так и не запустили.

Дело расследуют в рамках более широкой борьбы с мошенническими схемами в криптоиндустрии и секторе NFT, участники которых нередко обещают инвесторам технологические прорывы, но не добиваются и…

Аналитики Фонда электронных рубежей (Electronic Frontier Foundation, EFF) выяснили, что некоторые рекламные SDK для Android автоматически получают и передают третьим сторонам точную геолокацию пользователей, если приложение получило соответствующее разрешение.

При этом приложения не отображали отдельного уведомления и не запрашивали у пользователей согласие на передачу геолокации рекламной компании.

В разделе «Безопасность данных» в Google Play также не было указано, что информация о местоположении передается третьим сторонам.

Отчет EFF гласит, что ранее в документации BidMachine и вовсе утверждалось, что SDK не собирает точную геолокацию пользователей.

В EFF подчеркивают, что разрешения на…

При этом представители Zbtlink утверждают, что это не бэкдор, а инструмент для сервисного обслуживания.

В компании уверяют, что обычно такая функциональность присутствует только в тестовых образцах оборудования и не попадает на серийные устройства.

Также в Zbtlink подчеркнули, что компания занимается OEM- и ODM-производством, и многие ее клиенты устанавливают на устройства собственные прошивки.

Роутеры Zbtlink действительно продаются под такими брендами, как ZBT, ZBTWiFi и Wiflyer, и в своем отчете исследователи отмечают, что из-за OEM-модели бэкдор может присутствовать и в устройствах других брендов.

В настоящее время компания приостановила продажи всех затронутых моделей, а с сайта Zbtlin…

Разработчики Ruby on Rails исправили критическую уязвимость в Active Storage.

Уязвимость затрагивает Ruby on Rails версий от 7.0.0 до 7.2.3.1, от 8.0.0 до 8.0.5 и от 8.1.0 до 8.1.3.

Исправления уже вошли в состав Ruby on Rails 7.2.3.2, 8.0.5.1 и 8.1.3.1.

Active Storage передает его библиотеке libvips, обрабатывает HDF5-контейнер, обращается к указанному в нем файлу на удаленно сервере и считывает его содержимое.

В частности, рекомендуется заменить secret_key_base, мастер-ключ, пароли баз данных, ключи Active Storage и сторонние токены.

Такие расширения подменяют поисковые системы, захватывают страницу новой вкладки и перенаправляют запросы на сомнительные ресурсы.

В настоящее время организации могут использовать корпоративные политики Chrome, чтобы принудительно устанавливать расширения и управлять настройками браузера.

К примеру, вредонос может без разрешения пользователя добавить локальные ключи политик в Chrome, установить расширение, сменить поисковую систему или страницу новой вкладки.

Если ранее управляемый компьютер потеряет доверенный статус, но в системе останутся локальные ключи политик, Chrome автоматически удалит расширения, подменяющие поисковик или страницу новой вкладки.

Также в Chrome добавят специальные м…

Пос­ле сбор­ки исполня­емые фай­лы попада­ют в bin/ , а раз­деля­емые биб­лиоте­ки — в lib/ .

so bin lib : mkdir -p $@ clean : rm -rf bin lib .

Если сиг­натуры разой­дут­ся, ком­понов­щик не свя­жет нашу фун­кцию с вызовом sleep в прог­рамме и перех­вата не про­изой­дет.

soДаль­ше наша задача — зафик­сировать три сос­тояния GOT для фун­кции sleep :В самом начале, до того, как ком­понов­щик начал заг­ружать биб­лиоте­ки.

На самом деле _start находит­ся не в нашей прог­рамме, а в динами­чес­ком ком­понов­щике ld-linux-x86-64.

Автоматическая модерация Google заблокировала сотни легитимных сайтов на платформе Blogger, ошибочно обвинив их владельцев в распространении малвари.

Другие пользователи пишут, что столкнулись с иным поведением системы: после подачи апелляции их сайты восстанавливали, однако позже снова удаляли.

При этом автоматическое уведомление предупреждает, что Google может окончательно удалить блог в течение трех месяцев, если его владелец не подаст апелляцию.

Представители Google сообщили изданию, что им уже известно о проблеме и в компании работают над ее исправлением:«Нам известно об ошибке, из-за которой некоторые размещенные на платформе Blogger сайты, ошибочно помечались как вредоносные.

В Googl…

Хотя агентам было разрешено атаковать только киберполигон, им не объясняли, как они могут использовать доступ в интернет, и не предупредили, что следует избегать взаимодействия с реальными людьми и системами.

Более того, агент создал второй аккаунт и от его имени заявил, что якобы проверил код и не нашел в нем проблем.

Дело в том, что первый агент оставил в README инструкции для совместной работы и рекомендации по использованию созданных им аккаунтов и артефактов.

Аналитики AISI пишут, что не могут с точностью утверждать, понимал ли Mythos 5, что атакует реальных людей.

В компании подчеркнули, что агент не эксплуатировал 0-day-уязвимости и не совершал побег из песочницы.

В остальных случаях абонентам были доступны лишь ресурсы из «белого списка» Минцифры, а в приграничных регионах доля ограниченных подключений приблизилась к 90%.

Специалисты Vigo изучили около 1 млрд пользовательских сессий и подсчитали, что с января по июль количество подключений в режиме «белого списка» в Центральном федеральном округе выросло в среднем на 31%.

В Москве и Московской области интернет работал без ограничений примерно в 49% случаев, тогда как остальные 51% подключений проходили по «белым спискам».

В Санкт-Петербурге доля сессий без ограничений составила 43,9%, а в Ленинградской области — 58,9%.

Директор по продуктам Vigo Антон Прокопенко сообщает, что доля сессий без огранич…

Специалисты норвежской ИБ-компании Mnemonic обнаружили в популярных приложениях для телевизоров Samsung код, который позволяет превращать устройства в прокси и пропускать через них чужой трафик.

После публикации этого исследования представители Samsung сообщили, что уже запретили регистрацию новых приложений с прокси-функциями.

Также в компании готовят новые правила, прямо запрещающие использование SDK резидентных прокси, и намерены удалить из магазина все приложения с подобными компонентами.

В случае подтверждения телевизор начинал работать как выходной узел прокси (в фоновом режиме), вплоть до удаления приложения.

Следует отметить, что в прошлом месяце аналогичное решение приняли в компан…

Attacker-controlled instructions can make Atlassian's Rovo assistant collect Jira or Confluence data that a signed-in user can access, then send it to an outside server.

In the firm's published example, a user uploads a document carrying a concealed injection and asks Rovo to organize their Jira tickets.

The rovoChatPrompt parameter could carry a full prompt in a Rovo URL.

Permissions, and what can be switched offRovo's data access follows permissions configured in Atlassian products and connected third-party apps.

Rovo Search, Chat and Create with Rovo stay available as long as any Jira app on that site still has Rovo enabled.

New research shows content inside an email can escape its message boundary and interfere with the webmail interface.

A Yahoo/AOL paste race can expose a Medium email-login token and let an attacker sign in as the victim.

For webmail providers, the paper recommends isolating HTML email in sandboxed iframes and tightly restricting CSS, custom attributes, select menus, and image requests.

Given style injection and a numeric token rendered as text in the email, CSS can determine which digits occur and how often, hide non-matching links, and leave the matching link across the page.

Other findings include Fastmail "CSS hotwiring," which can redirect clicks into unintended and multi-step UI action…

Metabase has warned that a maximum-severity security flaw impacting its business intelligence and data visualization software package has been exploited in the wild as a zero-day.

The vulnerability (CVSS score: 10.0), which does not carry a CVE identifier, allows an unauthenticated remote attacker to inject arbitrary SQL into the Metabase application database, enabling them to gain administrator access to the instance.

"We recently identified that Metabase Cloud was attacked by someone utilizing an unknown ('0-day') security vulnerability in versions 1.58 and above," Metabase said in an advisory.

Users running self-hosted versions are advised to apply security patches released by Metabase w…

"We are proactively expanding protections in response to ongoing monitoring of threat actors as they evolve their attack techniques," the company said.

Hotfix 2 is required, even if you already applied the earlier hotfix.

Hotfix 2 supersedes Hotfix 1 with additional hardening measures to further protect you and your customers."

In the attacks observed by N-able, the vulnerability allowed the attackers to obtain administrative access remotely and then leverage the Take Control feature to connect to systems within the N‑central managed environment.

Upon gaining access to those devices, the threat actors registered a new service for a Cloudflare Tunnel, enabling persistence even after access t…

The U.S. Cybersecurity and Infrastructure Security Agency (CISA) on Friday added a critical-severity security flaw impacting Progress Kemp LoadMaster to its Known Exploited Vulnerabilities (KEV) catalog, following reports of active exploitation in the wild.

The vulnerability, tracked as CVE-2026-8037 (CVSS score: 9.6), is a command injection flaw that could be weaponized to achieve arbitrary code execution on susceptible devices.

"Progress LoadMaster contains a command injection vulnerability that allows an un-authenticated attacker to execute arbitrary commands on the LoadMaster appliance by exploiting unsanitized input in multiple command endpoints," CISA said.

The addition comes a little…

A cluster of nearly 800 malicious packages has been published to the npm registry as part of a new campaign designed to deliver cross-platform malware targeting Windows, Mac, and Linux systems.

"These packages appear to use AI slop squatted, or randomly generated typo-squatting package names, but all of them deliver a powerful RAT and infostealer payload," OpenSourceMalware researcher Paul McCarty said.

]devIf the HTTPS-based downloads fail, the malware switches to a platform-specific domain and uses DNS TXT records to obtain the next-stage from the domain "wel1[.]ru."

The packages have also been found to contain a file called "lib/telemetry.js" that implements a plausible-looking telemetry…

ClickFix-style attacks are being used to deliver a Go-based malware capable of stealing cryptocurrency assets, as well as browser-stored passwords, Apple iCloud Keychain data, and cached credentials.

The macOS-focused infection chain is designed to deliver a shell script that profiles the host and then fetches a macOS malware payload that's compatible with the computer's CPU architecture.

"The malware contained separate functions to determine just how much 1% of the wallet's contents is worth, depending on which cryptocurrency the malware targets."

A ClickFix variant that abuses Program Compatibility Assistant ("pcalua.exe"), a legitimate Windows binary, as a launcher to bypass parent-proce…

A recent wave of cyber attacks targeting financial services, private equity, and professional services is attributed to a data extortion group known as UNC6671.

"UNC6671 continues to rely on voice phishing (vishing) to target enterprise employees, posing as IT help desk staff facilitating mandatory, urgent security migrations.

Significantly, the threat actor often contacts employees via their personal mobile devices," Google Threat Intelligence Group (GTIG) and Mandiant said in a report.

The threat actors then leverage the captured data to establish session persistence and deploy automated Python and PowerShell scripts for data exfiltration from enterprise cloud environments and SaaS applic…

According to pwn.ai, which discovered the flaw and shared technical details with The Hacker News, the login-page XSS requires no authentication.

The researchers use WordPress's REST JSONP support to turn that request into JavaScript executing in the site's origin.

The path from XSS to PHP execution builds on Yibelo's earlier SOME technique, which uses a permitted JSONP property chain to invoke a method in another browser window.

They did not attempt Application Password creation, file upload, persistence, or PHP execution on those systems.

A successful PHP execution would expose WordPress database credentials in wp-config.php, allow persistent administrator creation and content changes, exp…

Real systems, real money, real people, all of it quietly leaning on code we'd been treating like a practice round.

Open Source is a license definition, stewarded by the OSI for decades — and their authority works the way all authority in open source works: it exists because everyone keeps choosing to recognize it.

They were the conscientious objectors who looked at commercial open source twenty years ago and said, not my war.

Proof of lifeThe hard problem underneath all of this: you cannot tell whether a normal open source project is alive or dead until it's far too late.

It grew up the hard way, which is the only way anyone actually grows up.

Anyone running an older kernel with SCTP reachable should update.

The flaw is local, not remote, and it needs SCTP reachable on the target, which limits exposure.

Per the kernel's own advisory, one message can carry an address, a delete for that same address, then a wildcard delete.

Vendors often backport fixes without moving to a new upstream version, so a kernel version string alone will not tell you whether you are covered; check your distribution's tracker.

It also lands the same day as Zapscape, an unrelated KVM escape, and the same four stable releases carry both fixes.

Cybersecurity researchers have called attention to an active "widespread email-driven phishing campaign" that employs adversary-in-the-middle (AitM) techniques to take control of Microsoft 365 accounts with an aim to identify key personnel involved in financial workflows and gather related email.

"The campaign uses residential proxies to disguise malicious sign-ins as ordinary consumer traffic," Arctic Wolf Labs said.

Arctic Wolf said it observed hundreds of organizations being targeted by email as part of the latest phishing campaign last month, resulting in successful intrusions spanning a broad range of victim environments.

This is accomplished by means of a six-stage redirection chain t…

PortSwigger says HTTP Terminator, an artificial intelligence (AI)-assisted research system built by James Kettle, generated and proved new HTTP desynchronization techniques after exploring 30,000 candidate attack vectors.

Kettle said HTTP Terminator tested 30,000 websites where scanning was authorized through bug bounty or vulnerability disclosure programs and found roughly 700 vulnerable targets before deeper validation and RQP research.

In the technical write-up, Kettle said he fed HTTP Terminator 138 HTTP and SMTP RFCs.

Kettle said Shared-Parser Confusion emerged when HTTP Terminator noticed that response-processing rules could be misapplied to requests when servers reuse parsing logic.

…

Security researcher Malcolm Stagg has disclosed a new attack class called NatJack that manipulates network address translation (NAT) connection state to hijack active TCP sessions, spoof DNS responses, expose mapped ports, and exhaust NAT tables.

Two implementation-specific flaws have been assigned CVEs: CVE-2026-56181 (CVSS score: 8.3) in Windows NAT used by Hyper-V, and CVE-2026-63913 (CVSS score: 8.2) in Linux Netfilter conntrack.

One can redirect traffic from an active TCP connection by replacing its NAT mapping.

Other techniques disclose externally mapped ports or fill the NAT connection table with spoofed flows until legitimate clients cannot create new connections.

The Hacker News fo…

Entra ID researcher Dirk-jan Mollema demonstrated that malware already running in a signed-in Windows session can silently use the victim's Windows Hello for Business key to authenticate to Microsoft Entra ID.

Mollema describes the behavior as a consequence of how Windows Hello for Business works and says it was left as-is.

The disclosure does not identify the exact Windows builds or Windows Hello for Business deployment models tested.

The new work removes that requirement by treating the Windows Hello for Business key as a FIDO2 passkey through WebAuthn.

For detection, he recommended hunting for Windows Hello for Business sign-ins with an empty device ID.

Researchers at Sysdig have documented what they assess to be the first case of an end-to-end ransomware operation executed by an agentic threat actor.

What can organizations do to stop phantom squatting from harming their brands, and what other lessons do these incidents hold for defenders?

Watch Tony's video to find out and be sure to check out the June 2026 edition of his monthly security news roundup for more insights.

Before you go, learn about the first AI-powered ransomware, named PromptLock and discovered by ESET researchers last year.

To learn more about cutting-edge AI defense layers, read the AI at ESET white paper.

The screenshot may look convincing, but it doesn’t necessarily prove that the payment, booking or conversation is genuineSomeone sends you a screenshot showing that a payment has gone through.

Why screenshot aren’t proof on their ownA screenshot is ultimately just an image of what appeared on a screen.

Reassured, you send the item off, only to find out the screenshot was a fake and you’re not getting your money.

You receive a password reset code, then get a text message (maybe impersonating a friend) asking you to screenshot and send it.

This screenshot is fake (source: Reddit)Challenges for businessesFrom a business perspective, internal and customer-facing teams are often provided with sc…

UEFI shim bootloader and UEFI Secure BootTo understand the impact that such vulnerable shims can have on UEFI Secure Boot-protected systems, we need to understand how UEFI Secure Boot works, and how signed UEFI shim bootloaders extend the Secure Boot trust chain.

In this section we’ll look at UEFI Secure Boot basics, how UEFI shims extend the UEFI Secure Boot trust chain, and two shim-related features: Machine Owner Key (MOK) and Secure Boot Advanced Targeting (SBAT).

For anyone already familiar with the theory, we recommend jumping directly to the section Bypassing UEFI Secure Boot using old shims.

UEFI shim bootloader and Secure BootWith Linux distributions supporting UEFI Secure Boot, th…

A view of the H1 2026 threat landscape as seen by ESET telemetry and from the perspective of ESET threat detection and research experts.

The first half of 2026 shows how attackers continue to improve the efficiency and scalability of their operations.

In H1 2026, ESET analyzed nearly 900,000 AI skills – small functional components used by AI agents – and identified tens of thousands of suspicious and thousands of outright malicious instances.

ESET detections of this vector more than doubled between H2 2025 and H1 2026, indicating sustained activity and adaptation.

ESET Research has documented over 100 EDR killers used in the wild, with new variants appearing regularly.

Organizations are right to pay attention, especially because malicious use of AI makes old gaps a more urgent test of an organization’s cyber readiness.

AI and the basics“AI-powered malware” is cited as the top concern of global SMBs for the year ahead, according to the ESET SMB Cyber Readiness Index 2026.

Lack of security monitoring (22%): You might have plenty of security tools, but do you have a single, centralized place to collect, correlate and flag alerts?

Malicious email detection trend in 2025 (source: ESET Threat Report H2 2025)Tried-and-tested solutions to age-old threatsThis isn’t to say that SMBs should ignore AI-enabled threats.

True cyber readiness means being able to prevent,…

It's that time of month when ESET Chief Security Evangelist Tony Anscombe looks back at some of the top cybersecurity stories that made the news over the past 30 or so days and considers what they may mean for your own cyber-defenses.

What lessons does the new CISA policy hold for organizations outside the agency's direct remit?

What else is there to know about threats facing ATGs or, indeed, many other critical infrastructure systems?

How can you stay safe from imposter fraud, and could the social media bans for children work?

Learn more from Tony's video and be sure to check out the May 2026 edition of Tony's monthly security news roundup for more insights.

With access to your email account, they can reset your passwords across multiple other accounts – perhaps intercepting one-time passcodes sent by your bank, social media, cloud storage or other online provider.

That could lay the groundwork for a convincing phishing email designed to impersonate a trusted organization you interact with.

A phishing attack on your corporate email account is often the first stage in a bigger data breach, extortion/ransomware or espionage attack.

They’re also using more sophisticated tools to improve the success rates of email phishing campaigns.

In this instance the scammers reportedly hijacked the email account of a high-level executive, before impersonating …

For these businesses, cyber resilience should be the direction of travel – that is, the ability to continue operating and recover even during a serious incident.

Cyber readiness is about putting in place the processes and controls to prevent, detect and respond to threats.

So, should confidence in cyber resilience posture be so high, especially if organizations are still getting hit multiple times?

The truth is that there’s no end state for cyber readiness or resilience.

If it’s serious about improving the cyber readiness of small businesses, the vendor community should step up.

Key points of this blogpost: Throughout 2025, Gamaredon exclusively targeted governmental and military institutions in Ukraine.

Continued data exfiltration and a new allianceThroughout 2025, Gamaredon stayed highly active and remained focused solely on Ukraine.

Notably, we uncovered that in early 2025, Gamaredon collaborated with Turla, another Russia-aligned threat actor also linked to the FSB; we documented our findings in our blogpost Gamaredon X Turla collab.

Figure 1 shows a chart of unique samples of HTA downloaders delivered per month in Gamaredon spearphishing campaigns.

Compared to 2024, we also saw a shift in how Gamaredon used these dead drops.

Key points of this blogpost: ESET took part in the coordinated, global Operation Endgame to disrupt Amadey and Stealc.

Our automated systems have been dissecting Amadey and Stealc samples and identifying the fields most relevant for large-scale tracking.

The largest Amadey botnet clusterOne cluster stands out as the largest, and it contributed nearly 34% of all processed Amadey samples.

Stealc affiliate clustering based on ESET telemetryConclusionFor global disruption operations such as Operation Endgame against Amadey and Stealc, long-term automated tracking of malware is necessary.

2026‑04‑09 Stealc C&C server.

The group distinguishes itself through a mature, operator-maintained set of endpoint detection and response (EDR) killers, i.e., tools for disrupting security software.

In this blogpost, we share our findings on Gentlemen’s suite of EDR killers gained through extensive research and corroborated by the recent leak.

Third‑party EDR killers (HexKiller, ThrottleBlood, and HavocKiller) are operationally integrated.

Rather than relying on affiliates to source their own EDR killers, Gentlemen operators actively develop and maintain a portfolio of EDR killers for affiliates.

It allows the Gentlemen operators to integrate abused drivers into their toolset very soon after an EDR killer PoC is disclos…

Of course, connecting production systems to enterprise networks delivers tangible benefits, but the security implications – that systems once safe were suddenly no longer so – arrived more quietly.

Start by mapping which systems in an environment are connected and have no security coverage, where IT and OT networks intersect, which segments are unmonitored, and which production systems have fallen outside any vendor support agreement.

Meanwhile, off-the-peg security tools often don’t efficiently meet the enterprise requirements in legacy OT systems that run on older hardware and outdated operating system versions.

The production systems running that version continue to operate for years, ac…

Key points of this blogpost: We discovered two previously undocumented Windows variants of FishMonger’s SprySOCKS backdoor.

Technical analysisIn this section, we provide a technical analysis of these new, Windows variants of FishMonger’s SprySOCKS backdoor.

Figure 3. klelam00007.bat setting up persistence for the SprySOCKS backdoor (newlines added for readability)Figure 4 depicts the execution chain of the SprySOCKS WIN_DRV variant.

It contained the SprySOCKS backdoor and the SprySOCKS loader.

6490B8E4AADE25A3EE2D A9A47F312DB2122470BC X1B5206BDC1 743DD.dat Win64/SprySOCKS.A Encrypted container of the encrypted WIN_DRV variant of SprySOCKS backdoor, encrypted SprySOCKS RawWNPF and SprySOCKS …

Instead, attackers get the victim to complete a legitimate authentication process – including two-factor authentication (2FA) – on a real Microsoft login page.

What makes EvilTokens dangerousThe OAuth device code flow was designed for devices that may be awkward to sign into directly, such as smart TVs or printers.

No document, invoice, email, or another platform should ask for a device code without a clear reason.

A real Microsoft page doesn’t automatically make a request safe.

Sometimes the attacker could ask them to enter a real code on a real page – but for the wrong device.

During this period, the Vietnam-aligned OceanLotus adopted a more selective approach to external operations while placing increasing emphasis on domestic espionage.

We identified two distinct campaigns involving the SPECTRALVIPER backdoor: a supply-chain attack targeting stock investors in Vietnam and a prolonged espionage operation against a Vietnamese infrastructure and transport construction company.

The domain resolved to the genuine IP address of the FireAnt update server, suggesting a supply-chain compromise scenario.

LTD 2025‑09‑20 SPECTRALVIPER C&C server.

]com IRT‑CHOOPALLC‑AP 2025‑09‑20 SPECTRALVIPER C&C server.

Researchers at Novee discovered the pre-auth remote code execution vulnerability and presented their findings at Black Hat USA 2026.

Photos: Black Hat USA 2026 ArsenalHelp Net Security was at Mandalay Bay, where Arsenal ran alongside the Briefings.

Researchers at Palo Alto Networks’ Unit 42 uncovered the operation after the threat actor’s AI agent misconfigured a file server, inadvertently exposing the entire infrastructure.

Cloudflare gives AI agents wallets with built-in spending controlsCloudflare’s Wallets will give AI agents running on its platform a human-readable wallet handle for paying APIs and online content within limits set by their creator.

The additions help organizations asse…

Hackers exploited vulnerabilities in Microsoft SharePoint servers belonging to Switzerland’s Federal Office of Information Technology, Systems and Telecommunication (BIT), compromising the login credentials of around 200 accounts.

On July 28, BIT’s security specialists noticed unusual activity on the SharePoint servers.

The agency believes the attackers exploited SharePoint vulnerabilities disclosed by Microsoft in mid-July and fixed in the July Patch Tuesday updates.

The attack potentially involved either CVE-2026-56164, an actively exploited SharePoint privilege escalation vulnerability, or CVE-2026-50522, a remote code execution flaw later exploited to steal SharePoint machine keys and m…

OpenAI has updated GPT-5.6 Sol, the model behind ChatGPT for Plus and Pro subscribers, and pushed a new model, GPT-5.6 Luna, out to everyone using the free tier.

What changed for free usersFree and Go tier users are being moved to GPT-5.6 Luna as their default model this week.

Plus and Pro subscribers can already use the updated Sol model and its new slider.

OpenAI says GPT-5.6 Sol performed comparably to recent predecessors and was similar to GPT-5.5 Thinking.

GPT-5.6 Sol scored 1.000 on the connector evaluation, matching GPT-5.5 and up from 0.998 for GPT-5.4 Thinking.

Keepit announced AI Truth Cloud, transforming backup from a compliance requirement into the strategically valuable data asset an organization can hold.

As AI agents take on business-critical decisions, AI Truth Cloud positions Keepit as the sovereign source of truth that enterprise AI can safely build on: data that is verifiable, governed, immutable, and proven.

With AI Truth Cloud, Keepit establishes the next step: from passive backup to a proactive trust fabric for verified, governed, and sovereign data.

A platform built on five pillarsThe AI Truth Cloud platform is organized around five pillars: Protect; Observe; Recover; Prove; and Integrate.

Keepit AI Safe Room addresses one of enterpr…

There were 405 CVEs reported against Windows 11 and Server 2025, and 337 logged for Windows 10 and its associated server versions.

There were record numbers of CVEs for Microsoft SharePoint and Office, and also updates for SQL Server, Exchange Server, and .NET framework as well.

There were a few important items to note from this past month as we go into the August Patch Tuesday.

August 2026 Patch Tuesday forecastMicrosoft has already said the large volume CVE trend will continue as AI identifies more vulnerabilities.

They continue to release security updates weekly, but I suspect we see fewer CVEs with a minor update next week.

In this Help Net Security interview, Edwin Weijdema, Field CTO at Veeam, answers questions on Article 50 of the EU AI Act and what the first year of enforcement might bring.

Ultimately, the AI Act does not care whether the interaction happens in a chatbot window or a ticket queue.

Another question I keep hearing is directly tied to using AI with security testing: Where does transparency end and security testing begin?

Security teams need realistic simulations, but the AI Act pushes organisations toward disclosure when people interact with AI or are exposed to deepfakes.

Security teams want realism.

Every month for the better part of a year, about 4,800 US internet addresses answered a query in the protocol that fuel tank gauges speak.

The count fell across April, May, and June, all three months sit below the previous year’s floor, and the decline holds up against checks for address churn and port hopping.

Attackers were hitting tank gauges in Tennessee and around the country, unprotected consoles were the main target, and many suspected Iran.

What the fix missedIf you take one thing from the numbers, take port 8001.

The series has no flat comparison group to anchor it, and the addresses churn.

Hand the job to the reader’s browser and the entire dictionary ships alongside the page, real words included.

The alternative on offer makes the reader’s browser grind out a puzzle for a few seconds to unlock the real words.

“We think about the gap between what scraping costs today (raw HTML scraping) and what it would cost in a scaled ShieldFont scenario (OCR scraping).

Font inversion survives any seed, and a new seed requires a newly built font, so rotation raises the attacker’s cost.

ShieldFont covers the cheaper end, meaning the tools that grab text out of the code and never draw anything.

That was the setup for a pilot study run at Brigham Young University with 25 volunteers.

Those details went into a short prompt template.

The AI messages did slightly better, and the gap means less than it looksParticipants drew a line in their sorted pile: above this, I would have clicked.

The AI side was one short prompt, filled in from a survey, run once per person.

They really were a tell: 66% of the GPT-4 messages had them, against 2% of the human ones.

Round two from Black Hat USA 2026.

This set covers the parts of the show floor that did not make the first gallery.

Scroll through below.

Featured vendors: BlackCloak, Teleport, GitGuardian, Oak, Hexnode, Picus Security,Featured speaker: Kate Silverstein (Mozilla) discussing crowd-sourcing protection against real-world LLM attacks.

A new mobile ad fraud scheme, dubbed Papyrus, is using a cluster of novel-reading apps to generate hidden browser traffic, according to IAS Threat Lab.

“Papyrus is built around BootNova, an orchestration layer that controls hidden browser activity inside the app.

Papyrus automates hidden browsingPapyrus drives the hidden browser windows two ways.

“A hidden page load can create invalid traffic,” the researchers warned.

“A hidden page load combined with automated clicks and scrolling can distort performance reporting and attention-based evaluation, leading to misinformed campaign optimization strategies.”That’s the part that reaches past wasted ad spend.

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Ask a frontier model to patch a real vulnerability and it will hand you something that looks like a fix.

The models fix the example, not the bugHand a model a reproducer that demonstrates one malicious input and it patches that input’s code path.

Kernel maintainers closed it separately, in a commit of its own.

The only patches that closed it came from runs the researchers had already thrown out for copying the official fix.

The models patch the bug in the ticket, and nothing else, even when the something else is in front of them.

A Canadian man is facing decades in prison for hacking customer accounts at cloud storage provider Snowflake and stealing data from more than 165 organizations.

He is due to be sentenced on October 27 and faces up to 32 years in prison.

In one case, Moucka attempted to extort a victim a second time by threatening to disclose additional stolen data.

The group also advertised stolen data for sale on BreachForums, Exploit.in, XSS.is, and Telegram.

Organizations publicly linked to the Snowflake campaign include AT&T, Ticketmaster, Santander, Advance Auto Parts, LendingTree, Neiman Marcus, Pure Storage, and Bausch Health.

Poison ClaudeOne such site, Poison Claude, claims to offer access to four Anthropic models: Opus 4.8, Opus 4.7, Opus 4.6, and Sonnet 4.6.

Advertisements for Poison Claude (Source: Okta)Advertisements for Poison Claude describe how the service keeps token prices low.

Poison Claude takes payment in several cryptocurrencies, including Tether, USD Coin, Ethereum, Litecoin, and Bitcoin.

The main domain for Poison Claude, poison-claude.bitsender[.

Like Poison Claude, Ecomagent left an unauthenticated API route exposed, showing total and active user counts, both under 1,000.

About Bruce SchneierI am a public-interest technologist, working at the intersection of security, technology, and people.

I've been writing about security issues on my blog since 2004, and in my monthly newsletter since 1998.

I'm a fellow and lecturer at Harvard's Kennedy School, a board member of EFF, and the Chief of Security Architecture at Inrupt, Inc.

This personal website expresses the opinions of none of those organizations.

Contact Info

About Bruce SchneierI am a public-interest technologist, working at the intersection of security, technology, and people.

I've been writing about security issues on my blog since 2004, and in my monthly newsletter since 1998.

I'm a fellow and lecturer at Harvard's Kennedy School, a board member of EFF, and the Chief of Security Architecture at Inrupt, Inc.

This personal website expresses the opinions of none of those organizations.

Contact Info

There are many companies manufacturing adversarial clothing designed to confuse facial recognition systems.

It’s a cool idea, but I worry that it’s mostly security theater:“Our patterns play with that chaos, confuse algorithms and make it way harder to pin you down,” he said.

Bell, however, said “none of these products are tried and tested, and a lot of these surveillance technologies can deal with a little resistance … [but] even if the designs don’t necessarily work perfectly, fashion is also a visible sign of resistance.

“This is consumers collectively coming together to make a visible statement.”

This is disturbing:…a team of security researchers at UC San Diego, who found that a model of aftermarket car alarm known as the KARR Security System, installed in more than 2 million vehicles across the US by their estimate, can let any hacker within Bluetooth range send radio commands to silently unlock the car at will, turn off its alarm, honk the car’s horn or flash its lights, or even disable its ignition and leave a driver stranded.

Iran Cyberattacks Against Minnesota Water SystemsAttribution is preliminary, and so far it seems no real damage.

And, because this is where the US is right now, Trump doesn’t believe it’s Iran and that Minnesota…I guess…hacked itself.

“I would blame it on Minnesota and the governor, the corrupt governor of Minnesota.

They like to say, ‘Oh, it’s Iran.’ Iran should be so lucky.

Iran’s got bigger problems than worrying about Minnesota.”No word on whether he believes the other six states have hacked themselves as well.

Some Claude Chats Are Searchable on GoogleAnd it’s personal information (alternate link):The exposed data includes an AI-powered therapy app that someone appears to have vibe-coded, notes on meetings, and a dashboard someone made apparently to analyze medical billing data.

Exposed chats reportedly include private cryptocurrency wallet keys and personal information like peoples’ addresses.

What seems to be the issue is a user setting about data sharing.

“These shareable links are not guessable or discoverable unless people choose to share them themselves.

When someone shares a conversation, they are making that content publicly accessible, and like other public web content, it may be archive…

From the summary:The agent was running an internal OpenAI cyber-capability evaluation based on the ExploitGym benchmark, which tasks an AI agent with finding and exploiting software vulnerabilities.

OpenAI ran this on its own infrastructure, and the ExploitGym maintainers and their infrastructure had no involvement in the deployment or operation of that evaluation environment.

The campaign, as we were able to reconstruct it, had two stages:Stage 1: reaching a launchpad by chaining through other parties’ infrastructure.

From that external launchpad, the agent abused our dataset-processing pipeline via two injection vectors, both targeting the same config-driven data loader within our product…

OpenAI was running security tests on two of its models: GPT-5.6 Sol and an unreleased model that is almost certainly GPT-6.

Modern AI models exhibit genie behavior: They can do what you ask in ways that you don’t expect or want.

There’s nothing magic about OpenAI’s frontier models; lots of models could have done the same thing.

Even if the U.S. frontier AI companies had some technical advantage, it’s now only a few months’ worth.

Even worse, U.S. companies limit access to their most sophisticated models, fearing being banned by the government if they do not do so.

We could see cells interacting with each other, exchanging material and building skeletons.

And we could do that live on the ship, when usually it takes a couple of weeks of staining and mounting to see anything,” Osborn said.

The expedition discovered thirty-one new marine species in two weeks.

The article doesn’t say if any of them were new species of squid.

As usual, you can also use this squid post to talk about the security stories in the news that I haven’t covered.

On the IPI benchmark, Opus 5 improved over Opus 4.8, reducing the probability of an attacker succeeding within 15 attempts from 5.5% to 2.0%, and from 0.5% to 0.2% on 1 attempt.

It also improved on Sonnet 5 (5.9% at k=15) and Mythos 5 (2.6%), making it the most robust model evaluated.

The most robust non-Claude model was Muse Spark at 16.5% within 15 attempts—more than eight times Opus 5’s rate.

The other GPT 5.6 variants are less robust, at 30.4% (Terra) and 43.9% (Luna).

A single attempt against GPT 5.6 Sol succeeded 3.1% of the time, higher than the 2.0% an attacker achieved against Opus 5 after fifteen attempts.

Facial Recognition at Madison Square GardenLast month, the story broke (alternate link) that Madison Square Garden uses facial recognition software on everyone entering the facility, and—among other groups—flags activists that oppose using facial recognition.

Turns out that the system was shut off for Taylor Swift’s wedding.

Evan Greer—one of the people that MSG alerts on—comments:Ironically, Swift herself has reportedly used facial recognition at her own concerts to identify stalkers.

Whatever privacy measures Swift had in place for the wedding seems to have worked.

Posted on July 31, 2026 at 7:08 AM • 0 Comments

He’s being prosecuted for giving border officials a code that wiped his phone:The case centers on a feature included in GrapheneOS, a custom Android operating system that runs in place of the software on most modern Google Pixel devices.

Tunick’s attorneys confirmed GrapheneOS was running on his phone.

The software feature allows the device owner to set a passcode that deliberately wipes the contents of that device if entered instead of the user’s unlock passcode.

Tunick’s case also raises ongoing questions about what constitutional rights can be invoked at the border, which the U.S. government has long asserted is not U.S. soil until a person is authorized to enter.

And it will come as no surprise to you that my students regularly use AI to complete their writing assignments.

But if their entire career is going to include AI writing assistants, why shouldn’t they embrace their future?

The writing assignments I give my students are gym tasks, not work tasks.

We hired one regardless of whether we needed work writing or gym writing.

I know fiction writers who supported that poorly paying career with lucrative technical writing work.

In July, Hugging Face, a company that hosts much of the world’s AI software and open-source AI models, was hacked.

OpenAI was running the unreleased AI model through a benchmark that tests how well AI can successfully hack systems.

So it chained together stolen credentials and further unknown security exploits to hack the company’s network.

For example, the Chinese lab Moonshot recently warned that its latest AI model may have “excessive proactiveness” and “make unexpected decisions on the user’s behalf”.

The UK’s AI Security Institute has started tracking “cheating behavior in frontier model evaluations”.

Microsoft’s Secure Boot has had a serious vulnerability for most of its existence.

An industry-wide standard Microsoft invented to protect Windows, and later Linux, devices from firmware infections has been trivial to bypass for 13 of its 14 years of existence.

The discovery was made by researchers at security firm ESET after identifying 11 firmware images, at least one from 2013, that were known to be defective but remained signed by the software company anyway.

The images are known as shims, which were invented to extend Secure Boot to Linux devices and utility software.

The gaffe is the result of the failure by Microsoft, which oversees the signing of shims, to revoke the publicly availa…

Further investigation into the Fengwo Group revealed it has registered multiple patents that match the inner workings of these apps.

AD FRAUDBitsight found the H96 devices were either relaying residential proxy traffic or participating in ad fraud, but never both at the same time.

When the TV is off, it switches back to waiting for ad fraud jobs.

In addition to enlisting the user’s TV box in ad fraud networks, these off-brand streaming devices almost universally come with residential proxy software pre-installed.

In January, the proxy tracking service Synthient documented how multiple botnets had rapidly enslaved millions of TV boxes using a complex interplay of security vulnerabilities in …

The home appliance giant LG Electronics USA said this week it plans to suspend any apps built for its smart TVs that turn one’s television into an always-on residential proxy node.

On July 2, we featured research by the security firm Spur that examined the prevalence of residential proxy software development kits (SDKs) in smart TV apps.

“A residential proxy network is not an intended use for LG smart TVs, and LG Electronics is working with developers to remove the residential proxy option from their apps on the webOS platform,” Taylor said.

In the case of LG and Samsung smart TVs, Spur found residential proxy SDKs bundled with everything from simple games like Pac-Man to screensavers and f…

Microsoft attributed the burgeoning patch counts to vulnerability discoveries aided by artificial intelligence.

Microsoft also addressed three zero-day flaws that are already being exploited in the wild.

As AI advances the state of vulnerability discovery and remediation, it is also making it easier for attackers to quickly devise working exploits for known software flaws.

Backing up your Windows system and/or data is always a good idea before applying operating system updates.

It’s not uncommon for security patches to introduce system stability issues, and those chances probably increase quite a bit with the gigantic patch count released today.

Experts say the gaps identified in the agency’s initial response provide important lessons that all security teams should absorb.

CISA also admitted it can do better when it comes to responding to security incident notifications from external parties.

Valadon’s company constantly scans public code repositories at GitHub and elsewhere for exposed secrets, automatically alerting the offending accounts of any apparent sensitive data exposures.

Valadon said the report validates the need to scan continuously — not just quarterly — for exposed secrets.

“Continuous monitoring of public GitHub surfaced it.

IRIS C2 says it is a company in McLean, Va. that sells offensive cybersecurity capabilities.

“Our business model is this,” reads a pinned post on top of the IRIS C2 account on X.

The website claims IRIS C2 is in the business of acquiring “zero-day exploits, individual primitives, partial chains, and full capabilities across all major platforms.

When approached with questions about IRIS C2, Burkman referred further inquiries to his longtime associate, 28-year-old Jacob Wohl.

In May, the author of the IRIS C2 account on X said that his girlfriend had no idea what he did for a living.

Benjamin Brundage is founder of the proxy tracking service Synthient, one of the companies that published evidence last month linking the Popa botnet to NetNut and Alarum Technologies.

Brundage said the domain seizures appear to have disrupted both the Popa botnet and the NetNut proxy network that rides on top of it.

“Google has high confidence that many popular residential proxy brands are in fact whitelabeling the NetNut botnet,” the GTIG report concludes.

What we have observed is that when faced with the degradation of their own botnet, proxy operators begin buying capacity from their competitors, effectively becoming a reseller.

More than a quarter of the apps made for Samsung’s Tizen o…

The duo were key members of a prolific cybercrime group known as Scattered Spider, and their guilty pleas came on the first day of what was expected to be a six-week trial.

In April 2026, 24-year-old British national and Scattered Spider member Tyler “Tylerb” Buchanan pleaded guilty to wire fraud conspiracy and aggravated identity theft for participating in the group’s SMS phishing spree in the summer of 2022.

The government said Buchanan, Jubair and others used the credentials harvested in that phishing campaign to steal at least $8 million in cryptocurrency from victims throughout the United States.

The U.S. Department of Justice says three alleged Scattered Spider defendants indicted alo…

This week, researchers from multiple security firms concluded that the Popa botnet is linked to NetNut, a “residential proxy” provider operated by the publicly-traded Israeli firm Alarum Technologies Ltd [NASDAQ: ALAR].

Qurium said that immediately after that disruption, several dozen new domains were registered to serve as controllers for the Popa botnet, but that one of those control domains was not new: ninjatech[.]io.

Jérôme Meyer, a security researcher at Nokia Deepfield, said the total population of devices participating in the Popa botnet may be far higher than Lumen’s estimates.

“Over 90% of our pharmaceutical and food & beverage customers have queried residential proxy indicators.

…

This post examines clues pointing to a real life identity for the administrator of The Gentlemen ransomware group.

Experts at the security firm Check Point Software have been closely covering exploits of The Gentlemen, a so-called “ransomware-as-a-service” (RaaS) offering that pays affiliates handsomely to help spread the group’s malware.

According to Check Point, the group targets Internet-facing devices (VPNs, firewalls) as their entry point, and once inside moves quickly to encrypt entire networks within hours.

Check Point says the administrator and primary operator of the ransomware group uses the nickname Zeta88 on the Russian-language cybercrime forums, and that this individual was pr…

Microsoft today released software updates to plug nearly 200 security holes across its Windows operating systems and supported software, a record number of fixes for the company’s monthly Patch Tuesday cycle.

“Some surveys put AI usage among security professionals generally at 90%, so it’s unsurprising that this volume of patches may be the norm,” Narang said.

Microsoft received heavily blowback on social media last month after it said in a blog post that it was considering taking legal action against the security researcher.

While 200 vulnerabilities may be a record for Patch Tuesday, the actual number of security flaws Microsoft addressed this month is far higher, said Rapid7’s Adam Barne…

On May 31, word began to spread on several Telegram instant message channels that Meta’s AI bot would happily add an email address to an existing account as part of the bot’s standard password reset flow.

Meta has not responded to requests for comment on the video’s claims, but the company reportedly did acknowledge the dormant Instagram account for the Obama White House was briefly compromised.

Meta’s solution was to deploy a conversational AI layer to handle common recovery workflows: relinking a lost email address, triggering a password reset, verifying account ownership.

Just like human customer support employees can be social engineered into providing unauthorized access to someone’s a…

But as KrebsOnSecurity observed in September 2025, those sanctions failed to target Stark’s remaining connection to the Internet — an Internet service provider based in the Netherlands called MIRhosting.

MIRhosting is operated by Andrey Nesterenko, a 39-year-old Russian native who runs the business out of the Netherlands.

And as our September 2025 report showed, WorkTitans was controlled by Nesterenko and a 57-year-old from Amsterdam named Youssef Zinad.

On top of that, WorkTitans was getting connectivity to the larger Internet solely through MIRhosting, where Zinad had worked previously.

“The transition to the.hosting was not intended to evade sanctions,” Nesterenko wrote.

The inquiry comes as CISA is still struggling to contain the breach and invalidate the leaked credentials.

Experts who reviewed the exposed secrets said the commit logs for the code repository showed the CISA contractor disabled GitHub’s built-in protection against publishing sensitive credentials in public repos.

CISA acknowledged the leak but has not responded to questions about the duration of the data exposure.

TruffleHog does this by monitoring a live feed that GitHub publishes which includes a record of all commits and changes to public code repositories.

In practical terms, it is likely that cybercrime groups or foreign adversaries also noticed the publication of these CISA secrets, …

A criminal complaint unsealed today in an Alaska district court charges Jacob Butler, a.k.a.

“Dort,” of Ottawa, Canada with operating the Kimwolf DDoS botnet.

“KimWolf was tied to DDoS attacks which were measured at nearly 30 Terabits per second, a record in recorded DDoS attack volume,” the Justice Department statement reads.

Synthient was among many technology companies thanked by the Justice Department today, and Synthient’s founder Ben Brundage told KrebsOnSecurity he’s relieved Butler is in custody.

The DOJ said at least one of those services collaborated with Butler’s Kimwolf botnet.

f someone offered you 90% off the official price to access Claude, the powerful AI model from Anthropic, would you be tempted? It turns out that around 900 people were, and they may be regretting their decision. Read more in my article on the Fortra blog.

According to a report in the Financial Times, Apple has found itself facing a massive influx of submissions from amateur bug hunters who have used AI to generate plausible-sounding but completely hallucinated bug reports.

Unlike traditional spam, AI-generated bug reports include code which may be syntactically correct, references to genuine API calls, and plausible-sounding technical explanations of what is occurring.

But the hallucinated bug report may only have taken a few seconds for an amateur to generate and submit.

Previously, without the assistance of AI, Bynario had filed only 13 bug reports across 2025 and early 2026.

Apple is not the only company trying to deal with a deluge of au…

How a fake police officer nearly stole Graham's cryptocurrency with Graham Cluley and special guest Danny Palmer.

I said, without being big-headed, it is possible he knows me, but I don't know him.

I don't think my hotels tend to ask me to install something on my computer when I get there.

We had internet, but it was really, really restricted.

And it's really, really good.

As Coinbase's security team explains, the letters urge recipients to scan a QR code and enrol in a "Digital Asset Compliance Portal" before time runs out.

Bear in mind that the criminals could easily vary these details from letter to letter.

The scam site then asks victims to estimate how much value they have in their cryptocurrency wallets, with ranges up to "$100,000+".

Perhaps a reason why a scam like this can work is that the IRS has been tightening cryptocurrency holders' requirement to report details of their digital assets on their tax returns.

As a result, written communications between the IRS and holders of cryptocurrency have become more frequent.

According to the newly-published study, phishing and social engineering are becoming more expensive to recover from, trickier to detect, and increasingly augmented by artificial intelligence. Read more in my article on the Fortra blog.

For years, North Korea's state-trained hackers have been one of the world's most prolific robbers of banks - stealing huge sums of money from foreign financial instituions, draining cryptocurrency exchanges of billions, and funnelling the proceeds into the country's weapons programme.

But now, in a remarkable twist, some of the same elite hackers appear to have decided to rob their own government instead.

The ringleaders of the group are said to be discharged veterans from a cyber operations unit under North Korea's Reconnaissance and Intelligence General Bureau.

In short, the hackers are accused of building a mini version of the same kind of money-laundering infrastructure North Korea depl…

Smashing Security, Episode 478: This Job Interview Could Destroy Your Company, with Graham Cluley and special guest Paul Ducklin.

And all the time you're going through this process, bad news, they really were recording video of you.

Obviously, you can understand that CAR want to know, does your car actually have one of these in all likelihood?

And give it to them and then they tell you whether they think you're at risk.

I don't know.

The AI models involved were OpenAI's GPT-5.6 Sol and a more capable, as-yet-unreleased model.

The intention of OpenAI's researchers was to get a clear picture of what the AI models were capable of achieving if not constrained.

American AI safety guardrails forced a US company to turn to a Chinese AI model for help.

Hugging Face's CEO Clément Delangue is quoted in OpenAI's blog post, calling on the AI industry to work more collaboratively.

It is clear that advanced AI models are remarkably capable of discovering and exploiting ways to attack real-world systems.

How 14 orders of Chicken McNuggets helped nail a suspected Russian hacker with Graham Cluley and special guest James Ball.

I had a vindaloo, Graham Cluley, and I don't think it ever touched capsicum.

Yeah, I think you're right.

If you use Suno music, people say, you know, you're killing music.

I don't know much about Shai Hulud.

Ukraine's computer emergency response team, CERT-UA, has warned that Russian hackers are using fake CAPTCHA checks to trick people into compromising their own PCs.

The Kremlin-backed Sandworm hacking group is reportedly leveraging fake CAPTCHA checks on compromised websites that persuade users to execute a PowerShell command on their computers - tricking them into running malicious code.

The latest attacks begin when a user visits a compromised webpage, where they're greeted by a fake CAPTCHA claiming they need to complete an extra step to prove that they are human.

Instead, the fake CAPTCHA instructs the user to copy and paste a PowerShell command into their Windows computer.

They are a pr…

Someone gets hold of your locked Android phone and, despite not knowing your security PIN, they can send messages via SMS or WhatsApp pretending to come from you.

It is clear that Google has patched Gemini lock screen issues before, but security researchers keep finding new ways through.

The latest vulnerability is different from the previous similar Gemini-based Android lock screen bypass bugs that have been plaguing the operating system since September 2025.

To do that:Open the Gemini app, tap your profile picture, go to Settings, and select "Gemini on lock screen."

Every new capability Gemini is given at the lock screen is also a new potential attack surface.

The Anubis ransomware-as-a-service (RaaS) operation has hit some healthcare organisations hard - but they are not the only ones at risk. Read more in my article on the Fortra blog.

That is a really, really busy street potentially.

I don't know what the difference is between a tuk-tuk and a rickshaw.

I don't know.

Yeah, it's got to be a Bluetooth transmitter from the battery, and within the battery there's an operating system or something that'll need updating.

It's really, really great.

When a company falls victim to a ransomware attack, it is not uncommon for it to turn to experts for help.

Specialist ransomware negotiation firms handle communications with criminal gangs on a victim's behalf.

41-year-old Martino worked as a ransomware negotiator for DigitalMint, an incident response company based in Chicago.

The ransomware victim, a hospitality company, ultimately paid out nearly US $16.5 million.

The company has since changed the way its negotiators communicate with ransomware gangs, and is working with the Department of Homeland Security to establish a registry for the currently highly-unregulated world of ransomware negotiation.

Have you received an email from a recruiter at Adobe, Netflix, or OpenAI offering you an exciting new marketing role?

Security experts have uncovered a phishing campaign which impersonates over 30 well-known brands in fake job interviews designed to steal Google account passwords.

When victims click on "Continue with Google," a pop-up appears that looks like a legitimate Google authentication dialog.

In the past the FBI has warned the public about scammers using fake job ads to steal money and personal information from applicants.

Earlier this year, Hot for Security published a guide explaining how many fake recruiter scams work, and how to avoid them.

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Their recommendations for securing the AI era rely heavily on establishing strict asset inventory and preventing lateral movement—which are, at their core, fundamental Zero Trust principles.

The Three Core Principles of Zero Trust for AIFounded in three core principles, a robust Zero Trust architecture requires us to execute the following phases comprehensively.

Achieving the Architectural VisionThe above may all sound like pipedream, as most organisations struggle with Zero Trust programs and undelivered microsegmentation projects.

Ultimately AI driven platform approach is what makes Zero Trust achievable for the frontier AI era.

This is exactly why achieving a Zero Trust Architecture for …

This provides an opportunity for defenders: if we assume our controls will fail at some point, we can build a much more resilient architecture.

When you assume the current layer will eventually be bypassed, you start designing the next layer proactively instead of reactively.

Defenders need to advance their controls by mapping them to the adversaries’ capabilities then assume that control will fail.

Map your controls to the attack chain.

Call to Action:If you haven’t watched the full video yet, go check it out: Assuming Failure Provides Better Defensive Outcomes (bonus elements around SOC of the Future and business context).

Consequently, the approach shifts toward a logically air-gapped architecture based on a full-stack governance model, which replaces physical barriers with a robust, software-defined cryptographic perimeter.

This “Logically Air-Gapped” governance model reaches its full operational potential through the implementation of “Live Protect.” As a runtime security module, Live Protect elevates protection from the configuration plane to that of dynamic execution.

Reference ArchitectureDigital autonomy is thus exercised by shifting network and security control into the operating system kernel.

Cisco integrates the execution power of Isovalent with the governance of Cisco Secure Workload to offer a un…

That is why we are introducing Firewall Migration Manager by Cisco, an enterprise-ready product built for that reality.

What Is Firewall Migration Manager?

Firewall Migration Manager is a dedicated migration application that you run in your own environment.

How Firewall Migration Manager WorksThe migration process follows a clear, guided workflow.

Intelligent, integrated migration: Firewall Migration Manager will also come to Cisco Cloud Control, and AI will play an increasing role in guiding teams before and during migration.

In independent testing with NetSecOPEN, the Cisco Secure Firewall 6160 delivered AI-scale inspected throughput beyond what the tools built to measure it could register, all while blocking 100% of tested threats.

These results are specific to Cisco Secure Firewall 6160, but the software capabilities behind Cisco Firewall, including advanced threat protection and high-performance inspection, extend across Cisco Firewall form factors in the cloud, virtually, and on-premises, from campus to data center.

Performance passed the previous benchmark by 5XInspection was turned on, and the test tools built to measure throughput hit their limit before the 6160 firewall did.

In previous NetSecOPEN testi…

We innovated by giving the Agentic SOC access to Endace’s always-on, full packet capture, and asked the agent to assess a potential SharpHound Recon attack that we had seen while threat hunting.

This blog explores how we built the integrations and how AI helped us with our threat hunt and threat assessment.

Agentic AI Massively Speeds our AnalysisAt this point, we decided to use Agentic AI capabilities to investigate and assess this potential threat.

ConclusionThe Agentic SOC, blending Agentic AI built into Endace’s products with custom agentic tools, is a massive boost to productivity and security.

AcknowledgementsOur thanks go to the Cisco SOC team led by @Jessica Oppenheimer and @Ivan Be…

Having spent time in the Cisco Live Americas 2026 SOC, one thing became abundantly clear:The way SOCs operate today is fundamentally different from even a few years ago.

Instead of spending time gathering information, analysts could spend more time understanding what the information actually meant.

Just as spreadsheets empowered business users decades ago, AI-assisted coding is beginning to empower security analysts today.

At Cisco Live, AI was already present throughout the workflow:Incident summaries generated automatically within XDR.

And based on what I saw at Cisco Live 2026, that future has already arrived.

The new SOC analysts were great at finding evidence, helped with triage and correlation by the AI agents in the SOC architecture.

With the advancements in Cloud Control, our new SOC Analysts can validate their hypothesis.

They had the ability to investigate the incident and find the root cause found in Splunk Security and Endace.

Instant Attack VerificationIn each Incident, the SOC Analysts is given an AI generated Summary stitching all the relevant logs from all the sources that are related to the objects in question.

Check out the blogs by the engineers who worked inside the SOC at Las Vegas:

At Cisco Live AMER 2026 in Las Vegas, my work with the Cisco Event SOC centered on one outcome that makes these deployments valuable beyond the event itself: Education.

The SOC protects the conference, but it also turns live operations into a learning environment through SOC tours, Cisco Live sessions, training inside the SOC, and conversations in the World of Solutions.

Bringing live SOC lessons into the classroomEducation also happened in the sessions I delivered at Cisco Live.

Cisco Live AMER 2026 reinforced that the SOC is one of the best classrooms we have because it teaches through real operations.

For a deeper look at the model behind these deployments, read the Cisco Event SOCs: A R…

Inside the Cisco Live SOCAt Cisco Live AMER, the Security Operations Center (SOC) is more than a demo environment.

For a broader look at how the Cisco Live SOC operates, read this overview.

Another part was spent in the SOC, working real investigations with XDR, Splunk Enterprise Security, firewall events, DNS telemetry, packet data, and AI assistance.

AI can help a product manager become useful faster in a live SOC.

That is the bar I want us to continue building toward as we build Cisco XDR and Splunk Security.

As part of the Cisco XDR (Extended Detection and Response) product engineering group, a few of us got exactly that chance.

Every product had a part to play for a network as traffic-heavy as Cisco Live.

(PS : Flaunting the SOC T-shirts was fun)AcknowledgementsA heartfelt thank you to Cisco and the entire SOC team — you are all amazing.

To the Cisco XDR , Splunk , Secure Access , and Secure Firewall engineering teams.

Check out the other blogs from our team at the Cisco Live Americas 2026 SOC at Las Vegas:

We built an Experience Score model on Cisco and Splunk infrastructure and watched it run against real traffic, at real scale, in real time.

The result was a working model for how leaders measure what customers feel, act before friction surfaces, and tie operational decisions to revenue and trust.

At Cisco Live, the Experience Score model organized that architecture around four questions business and technology leaders can answer together.

The composite Experience Score tells a leader whether the experience is healthy enough to protect the moments the business depends on.

From Cisco Live to LA28Cisco Live was a rehearsal for larger exposure surfaces, where digital experience, revenue, brand …

And we kept thinking the same engineer thought: this flow is so consistent… could an agentic agent do the first 90%?

It was a great experiment — and a glimpse of a fully self-hosted agentic SOC — but for the event we pivoted to Claude Opus 4.8 running through Claude Code.

The division of labor we landed on: Tier-1 agentic SOC was already handled beautifully by the AI features in our own products — XDR’s Agentic Attack Storyboard and Splunk’s Triage Agent.

What does an agentic SOC actually need?

The MCP servers — an Endace MCP for packet capture/decode and a Splunk MCP for running queries.

Building on the Cisco Live EMEA SOC, Cisco Live Americas placed the Security Operations Center (SOC) and Network Operations Center (NOC) at the center of the World of Solutions, demonstrating the power of Cisco in bringing Networking, Security and Observability together.

The Cisco Live Americas Agentic SOC architecture shows how a “One Cisco” approach brings different security tools together to eliminate data silos, in close partnership with the NOC.

The SOC at Cisco Live was set up in just two days, thanks to lessons learned and continuous evolution.

For Cisco Live AMER, we treated agentic AI as an auditable review layer across the SOC, not as a replacement for analysts.

Agentic SOC: Incid…

KuppingerCole’s Leadership Compass: Cloud Native Application Protection Platforms (CNAPP) reflects this shift.

The report describes how CNAPP is evolving from a consolidation of cloud security tools into the security foundation for AI-native enterprises, combining cloud security, AI security posture management, runtime protection, attack path analysis, cloud detection and response, and agentic AI operations into unified platforms.

This complexity exposes the limits of traditional, siloed tools, where cloud posture, workload protection, AI security, and the security operations center (SOC) each live in their own console.

Does it see AI models, agents, and pipelines as part of cloud risk, or …

Mitigation and protection guidanceOrganizations can apply the following recommendations to reduce exposure to this and similar macOS ClickFix campaigns:Educate users.

]com Domain ClickFix Webpage filecedarwallet[.]online.

Domain ClickFix Webpage filecopperbasket[.

]sbs Domain ClickFix Webpage filecrimsonsignal[.

]online Domain ClickFix Webpage filemarblegarden[.

Uses GitHub credentials to inject files into Claude and Visual Studio Code configurations across repository branches for persistence.

Ensure that Microsoft Defender Antivirus cloud-delivered protection, Microsoft Defender for Endpoint telemetry, Microsoft Defender for Containers, and Microsoft Defender XDR investigation workflows are enabled across developer and CI assets.

Some promptbooks require access to Microsoft Defender XDR, Microsoft Sentinel, or related Microsoft security plugins.

Learn moreFor the latest security research from the Microsoft Threat Intelligence community, check out the Microsoft Threat Intelligence Blog.

To hear stories and insights from the Microsoft Threat Intelli…

That’s why we are expanding the Zero Trust for AI strategy with two major additions: a new AI-focused Zero Trust Assessment experience and a new DevSecOps pillar in the Zero Trust Workshop.

Zero Trust Assessment tool updates: New set of assessment checks for AI, Security Operations (SecOps), and Infrastructure.

Zero Trust Workshop updates: New dedicated pillar focused on Developer Security (DevSecOps) and additional guidance for AI Memory.

How to run Zero Trust WorkshopThe Zero Trust Workshop follows a simple three-step motion: plan the right pillars and stakeholders, run the Zero Trust Assessment to establish a baseline, and use the facilitated workshop to turn findings into a 12- to 24-mo…

Microsoft Defender’s attack disruption now includes device isolation, a new response action that extends autonomous protection directly to compromised endpoints.

By automatically enforcing the new device isolation action on the compromised endpoint, Defender attack disruption stopped the attack dead in its tracks.

Attack disruption instead uses AI-driven correlation and real-time analysis to identify multi-stage attacks by connecting signals across the environment before taking action.

The resultsTo summarize the results of the new device isolation response action:From first detection, Defender isolated the device in just 128 seconds.

Impact Mitigation (Defender response) – Device Isolation…

Microsoft Defender’s attack disruption now includes device isolation, a new response action that extends autonomous protection directly to compromised endpoints.

By automatically enforcing the new device isolation action on the compromised endpoint, Defender attack disruption stopped the attack dead in its tracks.

Attack disruption instead uses AI-driven correlation and real-time analysis to identify multi-stage attacks by connecting signals across the environment before taking action.

The resultsTo summarize the results of the new device isolation response action:From first detection, Defender isolated the device in just 128 seconds.

Impact Mitigation (Defender response) – Device Isolation…

Microsoft Threat Intelligence has also identified active traffic manipulation attacks leading to the delivery of malware on impacted systems.

Microsoft Threat Intelligence would like to thank our partners at Anthropic and OpenAI for their collaboration and support during this investigation.

Storm-2945 and Midnight BlizzardMicrosoft Threat Intelligence assesses that Storm-2945 is an operational sub-cluster of Midnight Blizzard based on distinctive technical and operational overlaps.

For additional details on Midnight Blizzard-related device code phishing techniques, see: Storm-2372 conducts device code phishing campaign.

To hear stories and insights from the Microsoft Threat Intelligence com…

Microsoft Defender Experts services are also expanding: Microsoft Defender Experts Threat Intelligence delivers human-led, curated insight into the cyberthreats most relevant to each organization, and Microsoft Defender Experts MDR extends expert-run detection and response beyond the Microsoft estate into third-party and multicloud signals through Microsoft Sentinel.

Together, the Insider Risk Management alert experience and Data Security Triage Agent help security teams investigate faster and with greater confidence.

In the Loop posts are your reliable source of what’s new across Microsoft Security and what it means for your security strategy.

To learn more about Microsoft Security solutio…

Microsoft Defender Experts services are also expanding: Microsoft Defender Experts Threat Intelligence delivers human-led, curated insight into the cyberthreats most relevant to each organization, and Microsoft Defender Experts MDR extends expert-run detection and response beyond the Microsoft estate into third-party and multicloud signals through Microsoft Sentinel.

Together, the Insider Risk Management alert experience and Data Security Triage Agent help security teams investigate faster and with greater confidence.

In the Loop posts are your reliable source of what’s new across Microsoft Security and what it means for your security strategy.

To learn more about Microsoft Security solutio…

That starts with asking better questions—the kind that help organizations turn intelligence into action and trust into a foundation for progress.

But better security does not start with more information.

Understanding those connections is what allows security teams to use platforms, AI, and automation to make better decisions under real-world conditions.

Better analysis can surface more insights, but better decisions still depend on understanding what matters most and applying the right context.

Better security starts with better questions, and with the clarity to act on them.

The approaches built for a world of human actors cannot keep pace with a world of AI, agents and machine-speed attacks.

Microsoft transforms its breadth of visibility, threat intelligence and security expertise into a security context that connects security data, knowledge and semantics across the digital estate.

By grounding every interaction in this rich security context, Project Perception improves the accuracy and consistency of reasoning while reducing the time, compute and cost required to operate at scale.

Our security researchers continuously assess models against real-world security workflows, enabling us to match each task with the model that delivers the best outcome.

Tags: AI, P…

Microsoft’s AI Red Team has observed that meaningful testing of advanced AI systems- and models similarly requires broader participation from researchers and practitioners who operate outside traditional corporate security boundaries.

To address that gap, today we are announcing the External Red Team Alliance (EXTRA), a formalized global extension of Microsoft’s AI Red Team designed to support and encourage external expertise to advance AI safety and security testing.

Building a global allianceEXTRA is a two-part initiative focused on expanding AI safety research and strengthening external collaboration.

The first component supports a global academic network focused on advancing AI safety a…

Microsoft’s AI Red Team has observed that meaningful testing of advanced AI systems- and models similarly requires broader participation from researchers and practitioners who operate outside traditional corporate security boundaries.

To address that gap, today we are announcing the External Red Team Alliance (EXTRA), a formalized global extension of Microsoft’s AI Red Team designed to support and encourage external expertise to advance AI safety and security testing.

Building a global allianceEXTRA is a two-part initiative focused on expanding AI safety research and strengthening external collaboration.

The first component supports a global academic network focused on advancing AI safety a…

Phishing volume linked to the platform fell 92% from pre-disruption averages, including QR code phishing and CAPTCHA-gated phishing both declining from their March highs.

Q2 AiTM token compromise April phishing campaign tactics, detections, and mitigations ›This blog provides a view of email threat activity across the second quarter of 2026, highlighting key trends in phishing techniques, payload delivery, and threat actor behavior observed by Microsoft Threat Intelligence.

email threat landscape Q1 trends that shaped Q2 activity ›Figure 1.

Trend of QR code phishing attacks by weekly volume (January 2026–June 2026)The delivery methods used in QR code attacks shifted notably during Q2.

To he…

Phishing volume linked to the platform fell 92% from pre-disruption averages, including QR code phishing and CAPTCHA-gated phishing both declining from their March highs.

Q2 AiTM token compromise April phishing campaign tactics, detections, and mitigations ›This blog provides a view of email threat activity across the second quarter of 2026, highlighting key trends in phishing techniques, payload delivery, and threat actor behavior observed by Microsoft Threat Intelligence.

email threat landscape Q1 trends that shaped Q2 activity ›Figure 1.

Trend of QR code phishing attacks by weekly volume (January 2026–June 2026)The delivery methods used in QR code attacks shifted notably during Q2.

To he…

Here, threat actors may simply seed prompt injections on websites in hope of corrupting AI systems that browse them.

Early experiments revealed a significant volume of "benign" prompt injection text, which illustrates the complexity of distinguishing between functional threats and harmless content.

Many prompt injections were found in research papers, educational blog posts, or security articles discussing this very topic.

(Source: GitHub/swisskyrepo)When searching for prompt injections naively, the majority of detections are benign content – false positives in our case.

Malicious: ExfiltrationWe were able to observe a small number of prompt injections that aim at theft of data.

Recognizing the risks associated within the complex modem firmware, Pixel 9 shipped with mitigations against a range of memory-safety vulnerabilities.

Following our previous discussion on "Deploying Rust in Existing Firmware Codebases", this post shares a concrete application: integrating a memory-safe Rust DNS(Domain Name System) parser into the modem firmware.

Hook-up Rust to modem firmwareBefore building the Rust DNS library, we defined several Rust unit tests to cover basic arithmetic, dynamic allocations, and FFI to verify the integration of Rust with the existing modem firmware code base.

Pixel modem firmware already has a well-tested and specialized global memory allocation system to…

This project represents a significant step forward in our ongoing efforts to combat session theft, which remains a prevalent threat in the modern security landscape.

Session theft typically occurs when a user inadvertently downloads malware onto their device.

Once active, the malware can silently extract existing session cookies from the browser or wait for the user to log in to new accounts, before exfiltrating these tokens to an attacker-controlled server.

How DBSC WorksDBSC protects against session theft by cryptographically binding authentication sessions to a specific device.

The issuance of new short-lived session cookies is contingent upon Chrome proving possession of the correspondi…

Staying ahead of the latest indirect prompt injection attacks is critical to our mission of securing Workspace with Gemini.

In our previous blog “Mitigating prompt injection attacks with a layered defense strategy”, we reviewed the layered architecture of our IPI defenses.

Synthetic data generationAfter we discover, curate, and catalog new attacks, we use Simula to generate synthetic data expanding these new attacks.

We partition the synthetic data described above into separate training and validation sets to ensure performance is evaluated against held-out examples.

This process leverages the newly generated synthetic attack data described on this blog, to create a robust, end-to-end evalu…

2025 marked a special year in the history of vulnerability rewards and bug bounty programs at Google: our 15th anniversary 🎉🎉🎉!

Coming back to 2025 specifically, our VRP once again confirmed the ongoing value of engaging with the external security research community to make Google and its products safer.

Vulnerability Reward Program 2025 in NumbersWant to learn more about who’s reporting to the VRP?

Tip: Want to be informed of new developments and events around our Vulnerability Reward Program?

Follow the Google VRP channel on X to stay in the loop and be sure to check out the Security Engineering blog, which covers topics ranging from VRP updates to security practices and vulnerability des…

To stay ahead of the curve, the technology industry must undertake a proactive, multi-year migration to Post-Quantum Cryptography (PQC).

To bring these critical protections to the wider developer community with minimal friction, the transition will be supported through Play App Signing.

Play App Signing leverages Google Cloud KMS, which helps ensure industry-leading compliance standards, to secure signing keys.

Empower Developers : The inclusion of ML-DSA support within Android Keystore and Play App Signing allows developers to safeguard their users and application.

: The inclusion of ML-DSA support within Android Keystore and Play App Signing allows developers to safeguard their users and …

Today we're announcing a new program in Chrome to make HTTPS certificates secure against quantum computers.

Instead, Chrome, in collaboration with other partners, is developing an evolution of HTTPS certificates based on Merkle Tree Certificates (MTCs), currently in development in the PLANTS working group.

Since MTC technology shares significant architectural similarities with CT, these operators are uniquely qualified to ensure MTCs are able to get off the ground quickly and successfully.

The Chrome Quantum-resistant Root Program will operate alongside our existing Chrome Root Program to ensure a risk-managed transition that maintains the highest levels of security for all users.

First, we…

For Majik, Scam Detection was the intervention he needed: “The warning is what made me pause and avoid a bad situation”.

As scammers evolve their tactics and create more convincing and personalized threats, we’re using the best of Google AI to stay one step ahead.

Expanding Scam Detection for Calls to Samsung DevicesTo help protect you during phone calls, Scam Detection alerts you if a caller uses speech patterns commonly associated with fraud.

Scam Detection for phone calls on Google Pixel devices is available in the U.S., Australia, Canada, India, Ireland, and the UK.

Powered by Gemini’s on-device model, Scam Detection provides intelligent protection against scam calls while ensuring that…

Upgrading Google Play’s AI-powered, multi-layered user protectionsWe’ve seen a clear impact from these safety efforts on Google Play.

As Android’s built-in defense against malware and unwanted software, Google Play Protect now scans over 350 billion Android apps daily.

This proactive protection constantly checks both Play apps and those from other sources to ensure they are not potentially harmful.

Looking aheadOur top priority remains making Google Play and Android the most trusted app ecosystems for everyone.

Thank you for being part of the Google Play and Android community as we work together to build a safer app ecosystem.

That’s why we're committed to providing multi-layered defenses that help protect you before, during, and after a theft attempt.

Today, we're announcing a powerful set of theft protection feature updates that build on our existing protections, designed to give you greater peace of mind by making your device a much harder target for criminals.

These updates are now available for Android devices running Android 16+.

More User Control for Failed Authentications: In Android 15, we launched Failed Authentication Lock, a feature that automatically locks the device's screen after excessive failed authentication attempts.

This feature is now getting a new dedicated enable/disable toggle in settings,…

These initiatives, driven by Ballots SC-080, SC-090, and SC-091, will sunset 11 legacy methods for Domain Control Validation.

What’s Domain Control Validation?

Domain Control Validation is a security-critical process designed to ensure certificates are only issued to the legitimate domain operator.

Sunsetted methods relying on email:Sunsetted methods relying on phone:Sunsetted method relying on a reverse lookup:For everyday users, these changes are invisible - and that’s the point.

These changes push the ecosystem toward standardized (e.g., ACME), modern, and auditable Domain Control Validation methods.

Partnership with ArmOur goal is to raise the bar on GPU security, ensuring the Mali GPU driver and firmware remain highly resilient against potential threats.

We partnered with Arm to conduct an analysis of the Mali driver, used on approximately 45% of Android devices.

This approach allowed us to roll out the new security policy broadly while minimizing the impact on developers.

This effort spans across Android and Android OEMs, and required close collaboration with Arm.

The Android security team is committed to collaborating with ecosystem partners to drive broader adoption of this approach to help harden the GPU.

We built on Gemini's existing protections and agent security principles and have implemented several new layers for Chrome.

To further bolster model alignment beyond spotlighting, we’re introducing the User Alignment Critic — a separate model built with Gemini that acts as a high-trust system component.

A flow chart that depicts the User Alignment Critic: a trusted component that vets each action before it reaches the browser.

The User Alignment Critic runs after the planning is complete to double-check each proposed action.

Looking forwardThe upcoming introduction of agentic capabilities in Chrome brings new demands for browser security, and we've approached this challenge with the same ri…

Android uses the best of Google AI and our advanced security expertise to tackle mobile scams from every angle.

Over the last few years, we’ve launched industry-leading features to detect scams and protect users across phone calls, text messages and messaging app chat notifications.

To help combat these types of financial scams, we launched a pilot earlier this year in the UK focused on in-call protections for financial apps.

The UK pilot of Android’s in-call scam protections has already helped thousands of users end calls that could have cost them a significant amount of money.

We’ve also started to pilot this protection with more app types, including peer-to-peer (P2P) payment apps.

Secure by DesignWe built Quick Share’s interoperability support for AirDrop with the same rigorous security standards that we apply to all Google products.

Secure Sharing Channel: The communication channel itself is hardened by our use of Rust to develop this feature.

On Android, security is built in at every layer.

On Android, security is built in at every layer.

Secure Sharing Using AirDrop's "Everyone" ModeTo ensure a seamless experience for both Android and iOS users, Quick Share currently works with AirDrop's "Everyone for 10 minutes" mode.