#AIOps
#MLSecOps
#RAG_Security
"MemoryGraft: Persistent Compromise of LLM Agents via Poisoned Experience Retrieval", 2025.
]-> https://github.com/Jacobhhy/Agent-Memory-Poisoning
// MemoryGraft - novel indirect injection attack that compromises agent behavior not through immediate jailbreaks, but by implanting malicious successful experiences into the agent's long-term memory. Unlike traditional prompt injections that are transient, or standard RAG poisoning that targets factual knowledge, MemoryGraft exploits the agent's semantic imitation heuristic which is the tendency to replicate patterns from retrieved successful tasks
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Forwarded from CyberSecurityTechnologies
Persistent_Compromise_LLM_Agents.pdf5.6 MB