Top 10 AI Pentest Tools

Based on your summary, here are the key points and functionalities of each cybersecurity tool integrating AI:

1. AgentFence:

   • Purpose: Evaluates AI models for security weaknesses.
   • Features: Detects prompt injection, secret leakage, system instruction exposure, and role confusion.
   • Benefits: Helps developers and researchers identify model misbehavior early in the development cycle.

2. Agentic Radar:

   • Purpose: Analyzes agentic systems (AI-driven automation).
   • Features: Generates security reports with workflow graphs, lists of external tools used, detected MCP servers, and mapped vulnerabilities.
   • Advanced Features: Agentic Prompt Hardening to improve system prompts.

3. Nebula:

   • Purpose: Integrates AI models into penetration testing workflows.
   • Features: Automates core tasks in pen-testing and provides real-time analytical support.
   • Advanced Feature: Deep Application Profiler uses neural networks for zero-day malware detection beyond signature-based methods.

4. GyoiThon:

   • Purpose: Intelligence gathering tool for web servers.
   • Features: Automatically identifies products running on a target server and can run Metasploit

Read the full article at SOCRadar-? Cyber Intelligence Inc.

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