A Framework for Rapidly Developing and Deploying Protection Against LLM AttacksProduction-grade defense system integrating threat intelligence, data platforms, and rapid deployment for evolving LLM threats.2025arXiv →
LLM Cyber Evaluations Don't Capture Real-World RiskPosition paper proposing a risk assessment framework that incorporates threat actor behavior and impact potential.2025arXiv →
Death by a Thousand Prompts: Open Model Vulnerability AnalysisSecurity assessment of open-weight LLMs revealing 2-10× higher attack success in multi-turn scenarios.2025arXiv →
Recent Projects
VigilDetection system for prompt injections, jailbreaks, and other risky LLM inputs. Layered defense approach.PythonGitHub →
CascadeFacilitates conversations between two LLMs with optional human-in-the-loop for alignment research.PythonGitHub →
QubitMinimalist blogging platform. Simple, fast, focused on writing.PythonGitHub →
