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Eric Wallace announces the release of GPT-5.6-Cyber, a model focused on cybersecurity tasks like exploit development, and urges Sam Altman to consider using it for defensive purposes.
HackSys Extreme Vulnerable Driver (HEVD) is an intentionally vulnerable Windows kernel driver for learning kernel exploitation techniques, including use-after-free, stack overflows, and pool overflows. The tweet notes that a UAF exploit has been completed.
This repository provides artifacts for Segmentation Fault-Oriented Programming (SFOP), a novel exploitation technique that abuses signal handlers to bypass Intel CET. It includes PoC exploits and demonstrations against Nginx and Ladybird.
This article explores using large language models to assist in writing exploits for FreeBSD kernel vulnerabilities, detailing two exploit chains that achieve full jail escape.
This article describes how researchers at Praetorian used Claude Opus (via Claude Code) to discover and exploit vulnerabilities in the FreeBSD kernel, including a stack overflow (CVE-2026-3038) that allows escape from FreeBSD jails. Part one focuses on methodology for finding bugs.
This article from Anthropic evaluates how large language models like Claude Mythos Preview can accelerate the development of exploits for N-day vulnerabilities. Across tests on Firefox and Windows kernel patches, the model autonomously built working exploit chains, highlighting increased risks in the patch gap.
The author details the process of dumping, analyzing, and modifying HDD firmware to introduce a delay for an Xbox 360 exploit, covering hardware and software techniques without AI assistance.
Anthropic collaborates with researchers to benchmark Claude Mythos Preview on three new exploit development benchmarks (ExploitBench, ExploitGym, SCONE-bench), finding it outperforms all other models and demonstrating a step-change in LLM exploit capabilities.