1. Kubernaut Agent v1.5 PoC: Formalizing Prompt Injection Defense with Dedicated Scanning Models & Attack Benchmarks
The Kubernaut Agent's current security guardrail, the v1.4 AlignmentCheck, contains critical blind spots that leave its agentic pipeline vulnerable to sophisticated prompt injection attacks. While the existing LLM-as-judge audit catches obvious goal hijacking, it fails against subtle goal steering, where coherent-looki...