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Existing defenses against indirect prompt injection in LLM agents are riddled with flaws, as demonstrated by three new adaptive attacks that easily bypass them.
Turns out, "secure" weight release schemes like TaylorMLP aren't so secure after all, as this paper cracks them open with formal cryptographic attacks.
