UMass AI Security Lab

Faculty

Professor

Assistant Professor

Assistant Professor (Affiliated)

Assistant Professor (Affiliated)

🎨

Securing AI across all modalities — audio, text-to-image, reasoning LLMs and beyond

Text-to-Image Audio Reasoning LLM

Current Focus: Text-to-Image Security, Audio LLM Security, Reasoning Time Attacks

🔒

Membership inference, contextual integrity, and protecting data in the age of AI

Membership Inference Memorization Contextual Integrity

Current Focus: Data Leakage, Privacy-Preserving AI, Contextual Integrity Frameworks

🤖

Controlling and securing autonomous agents across all modalities

Web Agents Research Agents Multi-Modal

Current Focus: Reasoning Gates for Web Agents, AI Research Agent Control

⚖️

Building AI systems that align with human values and societal norms

Bias Detection Propaganda Responsible AI

Current Focus: Bias in Text-to-Image, Fairness in LLMs