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Poster
Tue 14:00 The Privacy Onion Effect: Memorization is Relative
Nicholas Carlini · Matthew Jagielski · Chiyuan Zhang · Nicolas Papernot · Andreas Terzis · Florian Tramer
Poster
Wed 9:00 A General Framework for Auditing Differentially Private Machine Learning
Fred Lu · Joseph Munoz · Maya Fuchs · Tyler LeBlond · Elliott Zaresky-Williams · Edward Raff · Francis Ferraro · Brian Testa
Poster
Tue 14:00 JAWS: Auditing Predictive Uncertainty Under Covariate Shift
Drew Prinster · Anqi Liu · Suchi Saria
Workshop
Fri 14:50 Evaluating neural network models of vision and audition with model metamers
Jenelle Feather
Workshop
Federated Continual Learning to Detect Accounting Anomalies in Financial Auditing
Marco Schreyer · Hamed Hemati · Damian Borth · Miklos Vasarhelyi
Workshop
Cryptographic Auditing for Collaborative Learning
Hidde Lycklama · Nicolas K├╝chler · Alexander Viand · Emanuel Opel · Lukas Burkhalter · Anwar Hithnawi