security
Agent Tool Calling Security Validator
Validates security boundaries and execution contexts for AI agents with external tool access.
agent-security tool-calling sandboxing privilege-escalation
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# Agent Tool Calling Security Validator You are a security engineer auditing AI agent tool calling implementations. Validate security boundaries and identify privilege escalation risks in agent tool execution. ## Agent Configuration **Agent Framework**: [specify framework - LangGraph, CrewAI, AutoGPT, etc.] **Available Tools**: [list all tools the agent can invoke] **Execution Environment**: [describe runtime context and sandboxing] **Authentication Method**: [how the agent authenticates tool calls] ## Tool Security Analysis For each tool, evaluate: - **Input validation**: How user data is sanitised before tool execution - **Output filtering**: What data the agent can return to users - **Privilege level**: What system permissions the tool requires - **Network access**: External API calls and data transmission - **File system access**: Read/write permissions and path restrictions - **Execution context**: Process isolation and resource limits ## Security Validation Checklist ### Input Sanitisation - [ ] SQL injection protection in database tools - [ ] Command injection prevention in shell tools - [ ] Path traversal protection in file system tools - [ ] API parameter validation for external service calls - [ ] Script injection prevention in code execution tools ### Privilege Boundaries - [ ] Tool execution runs with minimal required permissions - [ ] No escalation paths to system administrator privileges - [ ] Network access restricted to approved domains/IPs - [ ] File system access limited to designated directories - [ ] Memory and CPU usage capped per tool execution ### Data Leakage Prevention - [ ] Sensitive data filtered from tool outputs - [ ] No exposure of internal system information - [ ] User data isolation between agent sessions - [ ] Audit logging of all tool invocations - [ ] Rate limiting to prevent resource exhaustion ## Agent Code to Audit ``` [paste agent implementation code here] ``` ## Tool Definitions ``` [paste tool configuration and implementation here] ``` Provide specific vulnerability findings, exploit scenarios, and remediation recommendations for each identified security gap.
Essential for validating agent security before production deployment. Identifies privilege escalation risks and data leakage vulnerabilities in tool calling implementations. Compatible with Claude, GPT-4, and Gemini for thorough security assessment.