Perturbation Probing: A New Diagnostic for the Fragility of LLM Safety

Unit 42’s August 2026 research feed covers emerging threats across AI security, identity and credential abuse, software supply-chain compromise, botnets, blockchain-based command and control, malware, passwordless authentication, and autonomous vulnerability discovery. Key reporting includes Kimwolf v7 targeting Android IoT devices, Aeternum and ChainDrop using blockchain infrastructure for C2, XCSSET v40 targeting macOS developers, large-scale Microsoft Entra credential attacks, and AI-assisted cyber operations. The feed is primarily threat intelligence and defensive research; no specific CVE