SMSR is the first defense with a certified robustness bound against multi-session memory poisoning in persistent LLM agents, combining HMAC provenance signing with randomized ablation and verdict-based voting.
Robustness certificates for sparse adversarial attacks by randomized ablation
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SMSR: Certified Defence Against Runtime Memory Poisoning in Persistent LLM Agent Systems
SMSR is the first defense with a certified robustness bound against multi-session memory poisoning in persistent LLM agents, combining HMAC provenance signing with randomized ablation and verdict-based voting.