Trojans in Artificial Intelligence (IARPA)
Abstract: The IARPA TrojAI program aims to defend an artificial intelligence (AI) system from intentional, malicious attacks, known as Trojans, by developing technology to detect these attacks in a completed AI system. By building a detection system for these attacks, engineers can identify backdoored AI systems before deployment and prevent them from being used. This will mitigate risk arising from AI system failure during mission critical tasks.
Technical Director, NuSCI
My research interests include artificial intelligence, formal methods, machine learning and dynamical systems.