A new fast pointer nullification defense against UAF, resolving decompilation distortions with FidelityGPT, FirmAgent applying fuzzing to assist LLM vulnerability discovery, and FirmCross analyzing C-Lua hybrid firmware.

New page cache attacks bypassing 2019 mitigations, cross-VM TLB attacks on virtualized GPUs, and evolutionary search for web application crawling.

NDSS papers covering hardware side-channels, 1-day vulnerability tracking, binary diffing, website fingerprinting, network intrusion, and evasive ransomware detection.

A review of Google Jules’s agent architecture, capabilities, and vulnerabilities to prompt injection based on public security research and unofficial internals documentation.

An exhaustive architectural exploration of System 2 AI, process reward modeling, inference-time compute scaling, and the evolution of verifiable reasoning in large language models.