arXiv:2610.04589v1 Announce Type: new Abstract: Is agentic memory robust against stealthy steganographic attacks? We carry out a large-scale red-teaming exercise to test whether agents can encode attacker-controlled strings in one session and recover them in another without triggering safety oversight.
StegoMemory: Agentic Memory Acts as Covert Steganographic Channel
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