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How to improve AI workflow defense against OWASP LLM Top 10 security risks?

2025-08-29 1.5 K

Risk Detection Principles

Agentic Radar detects sensitive patterns in code (e.g., unencrypted API calls, dynamic hint splicing, etc.) and automatically matches them against OWASP standards (e.g., LLM02 Data Leakage, LLM06 Excessive Dependencies).

Operation Guide

  • Basic Scanning: Implementationagentic-radar -i ./project_dir -o security_report.html
  • Key inspection items: The vulnerability table in the report will be labeled with the risk level, corresponding line of code, and remediation recommendation (e.g., add input filtering for LLM01 prompt injection recommendation).
  • Verification Fixes: Rescan after modifying the code and observe whether the corresponding entry in the report is eliminated.

best practice

It is recommended that scanning be incorporated into the CI/CD process with a--fail-on-riskParameters (in development) set risk thresholds to block high-risk deployments. For custom tools, add the@risk_annotationMarker-assisted detection.

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