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Poster
Tue 17:00 Information Laundering for Model Privacy
Xinran Wang · Yu Xiang · Jun Gao · Jie Ding
Workshop
Fri 13:20 Discussion Panel by All invited speakers
Mario Fritz
Workshop
Fri 8:45 Security and Safety in Machine Learning Systems
Xinyun Chen · Cihang Xie · Ali Shafahi · Bo Li · Ding Zhao · Tom Goldstein · Dawn Song
Poster
Thu 17:00 Stochastic Security: Adversarial Defense Using Long-Run Dynamics of Energy-Based Models
Mitchell Hill · Jonathan Mitchell · Song-Chun Zhu
Poster
Wed 9:00 Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching
Jonas Geiping · Liam H Fowl · Ronny Huang · Wojciech Czaja · Gavin Taylor · Michael Moeller · Tom Goldstein
Workshop
Fri 7:00 Synthetic Data Generation: Quality, Privacy, Bias
Sergul Aydore · Krishnaram Kenthapadi · Haipeng Chen · Edward Choi · Jamie Hayes · Mario Fritz · Rachel Cummings · Krishnaram Kenthapadi
Poster
Mon 9:00 Teaching Temporal Logics to Neural Networks
Christopher Hahn · Frederik Schmitt · Jens Kreber · Markus Rabe · Bernd Finkbeiner
Poster
Thu 1:00 Collective Robustness Certificates: Exploiting Interdependence in Graph Neural Networks
Jan Schuchardt · Aleksandar Bojchevski · Johannes Klicpera · Stephan G√ľnnemann
Spotlight
Mon 20:38 Information Laundering for Model Privacy
Xinran Wang · Yu Xiang · Jun Gao · Jie Ding
Poster
Thu 9:00 CaPC Learning: Confidential and Private Collaborative Learning
Christopher Choquette-Choo · Natalie Dullerud · Adam Dziedzic · Yunxiang Zhang · Somesh Jha · Nicolas Papernot · Xiao Wang
Poster
Wed 17:00 Protecting DNNs from Theft using an Ensemble of Diverse Models
Sanjay Kariyappa · Atul Prakash · Moinuddin K Qureshi