tool-abuse-detection

To detect command injection in AI agents, you probe the agent's code execution interface by injecting shell commands like 'echo test && whoami' through dialogue and analyzing the response for evidence of unauthorized shell escape or arbitrary command execution.

The best way to test for SSRF vulnerabilities is to interact with the agent using carefully engineered prompts that request internal network calls, then analyze the agent's responses to see if it exposes unauthorized server-side request forgery behavior.

You can prevent path traversal by testing the agent's file access tools with crafted dialogue inputs that attempt unauthorized directory navigation, verifying whether the agent correctly blocks access to sensitive files outside its permitted scope.

Yes, you can use dialogue interactions to test for unexpected code execution by prompting the agent to run specific commands and monitoring its tool parameters and responses for signs of misuse or arbitrary code execution.

Yes, detecting tool misuse requires careful prompt engineering to craft test inputs that probe file, code-execution, and network tools for vulnerabilities like command injection, path traversal, and SSRF during agent interactions.

When testing agent tool parameters, you should look for command injection, path traversal, and Server-Side Request Forgery (SSRF) vulnerabilities to ensure the agent does not compromise the system through unsafe tool usage.