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Poster
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Tue 2:30 |
CANIFE: Crafting Canaries for Empirical Privacy Measurement in Federated Learning Samuel Maddock · Alexandre Sablayrolles · Pierre Stock |
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Poster
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Effective passive membership inference attacks in federated learning against overparameterized models Jiacheng Li · Ninghui Li · Bruno Ribeiro |
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Poster
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Mon 2:30 |
Canary in a Coalmine: Better Membership Inference with Ensembled Adversarial Queries Yuxin Wen · Arpit Bansal · hamid kazemi · Eitan Borgnia · Micah Goldblum · Jonas Geiping · Tom Goldstein |
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Oral
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Mon 1:50 |
Canary in a Coalmine: Better Membership Inference with Ensembled Adversarial Queries Yuxin Wen · Arpit Bansal · hamid kazemi · Eitan Borgnia · Micah Goldblum · Jonas Geiping · Tom Goldstein |
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Poster
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Wed 2:30 |
Measuring Forgetting of Memorized Training Examples Matthew Jagielski · Om Thakkar · Florian Tramer · Daphne Ippolito · Katherine Lee · Nicholas Carlini · Eric Wallace · Shuang Song · Abhradeep Guha Thakurta · Nicolas Papernot · Chiyuan Zhang |