DARWIN: Evolving Jailbreak Adversary and Guardrail for LLM Safety Evaluation and Protection

Most existing LLM safety evaluation and defense methods follow a static formulation: jailbreak vulnerabilities are evaluated with fixed attack methods, and guardrails are trained on fixed malicious prompt datasets. However, real-world adversaries continuously evolve their capabilities and expand...

ClawKeeper: Comprehensive Safety Protection for OpenClaw Agents through Skills, Plugins, and Watchers

Whitepaper called ClawKeeper: Comprehensive Safety Protection For OpenClaw Agents Through Skills, Plugins, And Watchers...

EUVD-2025-14389

Malicious code in bioql PyPI...