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Adversaries are leveraging sophisticated prompt injection techniques, including hidden rules, token suppression, payload decomposition, and special token injection, against AI agents to manipulate their behavior, bypass safety mechanisms, and achieve objectives such as data exfiltration or arbitrary command execution, posing a critical threat to AI-powered systems.