guardian-cli

🔐 Guardian Plataforma de Automatización de Pruebas de Penetración Impulsada por IA Guardian es un marco de automatización de pruebas de penetración de nivel empresarial impulsado por IA que combina múltiples proveedores de IA OpenAI GPT-4, Claude, Google Gemini, OpenRouter, Requesty con...

pentestcode

PentestCode AI penetration testing agent in your terminal. Multi-agent architecture • Engagement state tracking • 20+ LLM providers PentestCode is an autonomous pentesting agent for your terminal. Point it at a target and it runs the tools, reads the output, updates its picture of the network, an...

Agent Privilege Separation in OpenClaw: A Structural Defense against Prompt Injection

Prompt injection remains one of the most practical attack vectors against LLM-integrated applications. We replicate the Microsoft LLMail-Inject benchmark Greshake et al., 2024 against current generation models running inside OpenClaw, an open source multitool agent platform. Our proposed defense...

Neuro-Symbolic AI for Cybersecurity: State of the Art, Challenges, and Opportunities

Traditional Artificial Intelligence AI approaches in cybersecurity exhibit fundamental limitations: inadequate conceptual grounding leading to non-robustness against novel attacks; limited instructibility impeding analyst-guided adaptation; and misalignment with cybersecurity objectives...