Can AI Keep a Secret? Contextual Integrity Verification: A Provable Security Architecture for LLMs

Aayush Gupta

Large language models (LLMs) remain acutely vulnerable to prompt injection and related jailbreak attacks; heuristic guardrails (rules, filters, LLM judges) are routinely bypassed.…