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The Clean Attack Problem: When Nothing Looks Wrong, but Everything Is Compromised
AI agents are being used more in high-pressure situations such as managing email, running code, interacting with financial APIs, and supervising multi-agent pipelines. However, the current taxonomy of adversarial attacks was mostly proposed for classifiers and generative models alone and fails to adequately describe the testbed of an agent with