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Attackers can bypass defenses by cleverly fragmenting harmful tasks, rendering current stateful defenses ineffective in real-world scenarios.
KeyPooling uncovers that shared credentials in LLM API relays can expose customer cache states, revealing a systemic vulnerability that threatens data privacy.
A single email can stealthily poison the memory of personal agents, leading to long-term manipulation of their behavior without detection.
AI agents are shockingly easy to manipulate into leaking API keys, deleting user data, and initiating unauthorized transactions across a wide range of real-world applications.
