3 papers
cs.CY2026
Silent Updates: Measuring and Closing the Post-Deployment Disclosure Gap
Sophia Abraham, Ben Bucknall
Deployed foundation models are often not static systems, with providers able to modify system behavior through fine-tuning, classifier updates, system prompt revisions, retrieval c…
cs.CY2026
AI Incident Monitoring through a Public Health Lens
Sophia Abraham, Taiye Chen, Cyril Chhun +5
Artificial intelligence systems are now deployed at scale across sectors, accompanied by a growing number of real-world incidents ranging from misinformation and cybercrime to auto…
cs.CV2025
Towards Fair and Robust Face Parsing for Generative AI: A Multi-Objective Approach
Sophia J. Abraham, Jonathan D. Hauenstein, Walter J. Scheirer
Face parsing is a fundamental task in computer vision, enabling applications such as identity verification, facial editing, and controllable image synthesis. However, existing face…