Publications (4)
Trojans in Artificial Intelligence (TrojAI) Final Report
Kristopher W. Reese, Taylor Kulp-McDowall, Michael Majurski +68
The Intelligence Advanced Research Projects Activity (IARPA) launched the TrojAI program to confront an emerging vulnerability in modern artificial intelligence: the threat of AI T…
AI Model Utilization Measurements For Finding Class Encoding Patterns
Peter Bajcsy, Antonio Cardone, Chenyi Ling +5
This work addresses the problems of (a) designing utilization measurements of trained artificial intelligence (AI) models and (b) explaining how training data are encoded in AI mod…
Toward Reusability of AI Models Using Dynamic Updates of AI Documentation
Peter Bajcsy, Walid Keyrouz
This work addresses the challenge of disseminating reusable artificial intelligence (AI) models accompanied by AI documentation (a.k.a., AI model cards). The work is motivated by t…
Predicting Kovats Retention Indices Using Graph Neural Networks
Chen Qu, Barry I. Schneider, Anthony J. Kearsley +2
The \kovats retention index is a dimensionless quantity that characterizes the rate at which a compound is processed through a gas chromatography column. This quantity is independe…