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Oral
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Tue 0:20 |
A Universal Law of Robustness via Isoperimetry Sebastien Bubeck · Mark Sellke |
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Poster
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Tue 8:30 |
On Success and Simplicity: A Second Look at Transferable Targeted Attacks Zhengyu Zhao · Zhuoran Liu · Martha Larson |
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Poster
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Tue 8:30 |
TRS: Transferability Reduced Ensemble via Promoting Gradient Diversity and Model Smoothness Zhuolin Yang · Linyi Li · Xiaojun Xu · Shiliang Zuo · Qian Chen · Pan Zhou · Benjamin Rubinstein · Ce Zhang · Bo Li |
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Poster
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Tue 8:30 |
SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness Jongheon Jeong · Sejun Park · Minkyu Kim · Heung-Chang Lee · Do-Guk Kim · Jinwoo Shin |
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Poster
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Tue 8:30 |
Random Noise Defense Against Query-Based Black-Box Attacks Zeyu Qin · Yanbo Fan · Hongyuan Zha · Baoyuan Wu |
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Poster
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Tue 8:30 |
Adversarial Attacks on Graph Classifiers via Bayesian Optimisation Xingchen Wan · Henry Kenlay · Robin Ru · Arno Blaas · Michael A Osborne · Xiaowen Dong |
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Poster
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Tue 8:30 |
Data Augmentation Can Improve Robustness Sylvestre-Alvise Rebuffi · Sven Gowal · Dan Andrei Calian · Florian Stimberg · Olivia Wiles · Timothy A Mann |
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Poster
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Tue 8:30 |
Adversarially Robust Change Point Detection Mengchu Li · Yi Yu |
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Poster
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Tue 8:30 |
When does Contrastive Learning Preserve Adversarial Robustness from Pretraining to Finetuning? Lijie Fan · Sijia Liu · Pin-Yu Chen · Gaoyuan Zhang · Chuang Gan |
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Poster
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Tue 8:30 |
Human-Adversarial Visual Question Answering Sasha Sheng · Amanpreet Singh · Vedanuj Goswami · Jose Magana · Tristan Thrush · Wojciech Galuba · Devi Parikh · Douwe Kiela |
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Poster
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Tue 8:30 |
Unsupervised Noise Adaptive Speech Enhancement by Discriminator-Constrained Optimal Transport Hsin-Yi Lin · Huan-Hsin Tseng · Xugang Lu · Yu Tsao |
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Poster
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Tue 8:30 |
Robustness between the worst and average case Leslie Rice · Anna Bair · Huan Zhang · J. Zico Kolter |