Showing cs.SEShow all
2 papers · 1 filter
cs.SE2026
Towards Reliable Testing of Machine Unlearning
Anna Mazhar, Sainyam Galhotra
Machine learning components are now central to AI-infused software systems, from recommendations and code assistants to clinical decision support. As regulations and governance fra…
cs.SE2025
CAFÉ: Causal Black-Box Testing of Machine Unlearning
Anna Mazhar, Sainyam Galhotra
Machine learning models are increasingly deployed as software components that must evolve as requirements change. When specific training records or features must no longer influenc…