Manuela Veloso
2 papers · Latest:
Cryptography & Security
Scalable Secure Biometric Authentication without Auxiliary Identifiers
This paper introduces a scalable and provably secure biometric authentication system for cloud databases, preventing data breaches.
2604.25071
Machine LearningShapShift: Explaining Model Prediction Shifts with Subgroup Conditional Shapley Values
ShapShift attributes machine learning model prediction shifts to changes in interpretable data subgroups using a novel Shapley value method.
2604.11200
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