arXiv Brief — 2026-10-02
New frameworks for testing multimodal synergy, bounding execution claims with receipts, and identity-bound governance mechanisms for agents.
New frameworks for testing multimodal synergy, bounding execution claims with receipts, and identity-bound governance mechanisms for agents.
New approaches to uncovering complex state bugs in JavaScript engines, DOM-XSS via user interactions, hidden IoT interfaces, and electromagnetic fault injection on Hall-effect keyboards.
New work on securing agentic LLMs via kernel-level enforcement and cryptographic provenance, alongside advances in emulation-based dynamic analysis.
LLM agent limitations across vulnerability discovery, privacy preservation, scientific review, and browser use; plus on-device cohort inference, SLUB allocator exploitation, temporal HDR corruption, and adversarial DDoS detection.
New approaches for finding business logic flaws via annotation-based sanitisation and detecting site isolation bypasses in modern browsers.