Llm-Security

A persistent focus on LLM multi-agent security and defensive frameworks, alongside developments in hardware trojan synthesis and IIoT attack surfaces.

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.

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.

New frameworks for testing multimodal synergy, bounding execution claims with receipts, and identity-bound governance mechanisms for agents.