Unlocking the True Vulnerabilities of AI Agents: A Bold Approach to Security Testing
Traditional security testing often attempts to jailbreak AI models, but our unique strategy focuses on attacking the environment instead. Here are the game-changing insights from our testing suite:
- Tool Manipulation: We demonstrated that agents can be coerced into reading sensitive files, compromising system integrity.
- Data Exfiltration: Agents were able to send private configurations externally – without any safety bypass.
- Shell Injection: By altering output from system commands, agents unknowingly followed malicious instructions.
- Credential Leaks: Requests for debugging aid led to unintended exposure of API keys.
Our framework utilizes innovative shims to intercept and manipulate agent actions, revealing a staggering 214 attack vectors in total.
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