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22 Results
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Workshop
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Fri 7:00 |
Secure and Safe Autonomous Driving in Adversarial Environments Bo Li |
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Poster
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SCALE-UP: An Efficient Black-box Input-level Backdoor Detection via Analyzing Scaled Prediction Consistency Junfeng Guo · Yiming Li · Xun Chen · Hanqing Guo · Lichao Sun · Cong Liu |
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Poster
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MPCFORMER: FAST, PERFORMANT AND PRIVATE TRANSFORMER INFERENCE WITH MPC Dacheng Li · Hongyi Wang · Rulin Shao · Han Guo · Eric Xing · Hao Zhang |
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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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Defending against Adversarial Audio via Diffusion Model Shutong Wu · Jiongxiao Wang · Wei Ping · Weili Nie · Chaowei Xiao |
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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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Wed 2:30 |
Localized Randomized Smoothing for Collective Robustness Certification Jan Schuchardt · Tom Wollschläger · Aleksandar Bojchevski · Stephan Günnemann |