CoopGuard: Stateful Cooperative Agents Safeguarding LLMs Against Evolving Multi-Round Attacks

1. 1Identify potential vulnerabilities in LLMs to multi-round attacks
2. 2Design stateful cooperative agents that can adapt to evolving attack strategies
3. 3Implement CoopGuard framework to maintain a dynamic defense mechanism
4. 4Evaluate and refine CoopGuard's performance against various attack scenarios

AI engineers and researchers on a team can benefit from CoopGuard as it provides a proactive defense mechanism against adversarial attacks, while product managers can consider its implications for LLM deployment in complex applications

💡 CoopGuard's stateful and cooperative nature allows it to proactively adapt to and defend against refined attack strategies

🚫 CoopGuard: a stateful cooperative agent framework to safeguard LLMs against evolving multi-round attacks!