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Poster
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Mon 2:30 |
Machine Unlearning of Federated Clusters Chao Pan · Jin Sima · Saurav Prakash · Vishal Rana · Olgica Milenkovic |
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Poster
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Wed 7:30 |
Unveiling the sampling density in non-uniform geometric graphs Raffaele Paolino · Aleksandar Bojchevski · Stephan Günnemann · Gitta Kutyniok · Ron Levie |
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Poster
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On the Trade-Off between Actionable Explanations and the Right to be Forgotten Martin Pawelczyk · Tobias Leemann · Asia Biega · Gjergji Kasneci |
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Poster
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Federated Learning from Small Datasets Michael Kamp · Jonas Fischer · Jilles Vreeken |
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Oral
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Wed 1:10 |
Localized Randomized Smoothing for Collective Robustness Certification Jan Schuchardt · Tom Wollschläger · Aleksandar Bojchevski · Stephan Günnemann |
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Poster
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Wed 2:30 |
Perfectly Secure Steganography Using Minimum Entropy Coupling Christian Schroeder de Witt · Samuel Sokota · Zico Kolter · Jakob Foerster · Martin Strohmeier |
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Oral
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Mon 1:20 |
Is Adversarial Training Really a Silver Bullet for Mitigating Data Poisoning? Rui Wen · Zhengyu Zhao · Zhuoran Liu · Michael Backes · Tianhao Wang · Yang Zhang |
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Poster
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Mon 7:30 |
Iterative Circuit Repair Against Formal Specifications Matthias Cosler · Frederik Schmitt · Christopher Hahn · Bernd Finkbeiner |
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Poster
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MACTA: A Multi-agent Reinforcement Learning Approach for Cache Timing Attacks and Detection Jiaxun Cui · Xiaomeng Yang · Mulong Luo · Geunbae Lee · Peter Stone · Hsien-Hsin Lee · Benjamin Lee · G. Edward Suh · Wenjie Xiong · Yuandong Tian |
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Poster
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Mon 2:30 |
Is Adversarial Training Really a Silver Bullet for Mitigating Data Poisoning? Rui Wen · Zhengyu Zhao · Zhuoran Liu · Michael Backes · Tianhao Wang · Yang Zhang |
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Poster
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Wed 7:30 |
Panning for Gold in Federated Learning: Targeted Text Extraction under Arbitrarily Large-Scale Aggregation Hong-Min Chu · Jonas Geiping · Liam H Fowl · Micah Goldblum · Tom Goldstein |
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Workshop
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Fri 7:00 |
Secure and Safe Autonomous Driving in Adversarial Environments Bo Li |