7 citations · 8 across the 15 of their papers we have counts for
3 papers · 2 filters
Beyond Predictable Paths: Redefining AI Security Incident Reporting for Agents
Anastasia Pustozerova, Eugene Bagdasarian, Luca Beurer-Kellner +22
AI agents are being deployed rapidly, accompanied by a growing number of AI-specific attacks and corresponding incidents. As incident reporting becomes increasingly important for l…
AI Agents May Always Fall for Prompt Injections
Sahar Abdelnabi, Eugene Bagdasarian
Prompt injection is the most critical vulnerability in deployed AI agents. Despite recent progress, we show that the prevailing defense paradigm (data-instruction separation) both…
Contrastive Privacy: A Semantic Approach to Measuring Privacy of AI-based Sanitization
George Bissias, Eugene Bagdasarian, Brian Neil Levine
AI-based sanitization can remove concepts from images and text, but privacy evaluation remains largely ad hoc. We propose contrastive privacy, a formal definition that yields a qua…