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21 Results

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Poster
Thu 9:00 MultiGuard: Provably Robust Multi-label Classification against Adversarial Examples
Jinyuan Jia · Wenjie Qu · Neil Gong
Workshop
Fri 8:00 Local Convolutions Cause an Implicit Bias towards High Frequency Adversarial Examples
Josue Ortega Caro
Poster
Wed 9:00 Sleeper Agent: Scalable Hidden Trigger Backdoors for Neural Networks Trained from Scratch
Hossein Souri · Liam Fowl · Rama Chellappa · Micah Goldblum · Tom Goldstein
Poster
Tue 9:00 VoiceBlock: Privacy through Real-Time Adversarial Attacks with Audio-to-Audio Models
Patrick O'Reilly · Andreas Bugler · Keshav Bhandari · Max Morrison · Bryan Pardo
Poster
Tue 14:00 Sound and Complete Verification of Polynomial Networks
Elias Abad Rocamora · Mehmet Fatih Sahin · Fanghui Liu · Grigorios Chrysos · Volkan Cevher
Poster
Wed 14:00 Adversarial Unlearning: Reducing Confidence Along Adversarial Directions
Amrith Setlur · Benjamin Eysenbach · Virginia Smith · Sergey Levine
Poster
Tue 9:00 Indicators of Attack Failure: Debugging and Improving Optimization of Adversarial Examples
Maura Pintor · Luca Demetrio · Angelo Sotgiu · Ambra Demontis · Nicholas Carlini · Battista Biggio · Fabio Roli
Poster
Thu 14:00 Boosting the Transferability of Adversarial Attacks with Reverse Adversarial Perturbation
Zeyu Qin · Yanbo Fan · Yi Liu · Li Shen · Yong Zhang · Jue Wang · Baoyuan Wu
Poster
Towards Lightweight Black-Box Attack Against Deep Neural Networks
Chenghao Sun · Yonggang Zhang · Wan Chaoqun · Qizhou Wang · Ya Li · Tongliang Liu · Bo Han · Xinmei Tian