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AI Red Teaming: Multi-Agent System for Attack Simulation
- The core of the red teaming platform is an Attack Agent, driven by a "Jailbroken LLM" to bypass ethical constraints and generate diverse attack vectors.
- An Agentic Radar probes the target AI application's code to provide the Attack Agent with contextual details, enhancing attack precision.
- A Red Team curates a database of foundational attacks, ensuring it remains current with successful attack patterns for various agentic applications.
- A Compliance Agent continuously maps the latest compliance standards to foundational attack workflows, ensuring alignment with regulatory requirements.
- A Detector Agent works alongside the Attack Agent to verify if the attack's objective is achieved and provides feedback in a readable format for red teamers.
- A Remediation Agent analyzes attack results, groups them, and suggests simplified remediation steps to the user.
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