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32 Results
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Poster
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Tue 8:45 |
What Distributions are Robust to Indiscriminate Poisoning Attacks for Linear Learners? Fnu Suya · Xiao Zhang · Yuan Tian · David Evans |
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Poster
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Thu 15:00 |
Interpreting Unsupervised Anomaly Detection in Security via Rule Extraction Ruoyu Li · Qing Li · Yu Zhang · Dan Zhao · Yong Jiang · Yong Yang |
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Poster
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Thu 8:45 |
Auxiliary Losses for Learning Generalizable Concept-based Models Ivaxi Sheth · Samira Ebrahimi Kahou |
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Poster
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Wed 15:00 |
Robust and Actively Secure Serverless Collaborative Learning Nicholas Franzese · Adam Dziedzic · Christopher A. Choquette-Choo · Mark R Thomas · Muhammad Ahmad Kaleem · Stephan Rabanser · Congyu Fang · Somesh Jha · Nicolas Papernot · Xiao Wang |
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Poster
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Tue 15:15 |
Robustness Guarantees for Adversarially Trained Neural Networks Poorya Mianjy · Raman Arora |
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Poster
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Tue 15:15 |
DP-HyPO: An Adaptive Private Framework for Hyperparameter Optimization Hua Wang · Sheng Gao · Huanyu Zhang · Weijie Su · Milan Shen |
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Poster
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Tue 8:45 |
Are GATs Out of Balance? Nimrah Mustafa · Aleksandar Bojchevski · Rebekka Burkholz |
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Poster
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Thu 15:00 |
Secure Out-of-Distribution Task Generalization with Energy-Based Models Shengzhuang Chen · Long-Kai Huang · Jonathan Richard Schwarz · Yilun Du · Ying Wei |