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13 Results

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Poster
Thu 9:00 Detecting Egregious Responses in Neural Sequence-to-sequence Models
Tianxing He · James R Glass
Poster
Tue 14:30 Boosting Robustness Certification of Neural Networks
Gagandeep Singh · Timon Gehr · Markus Püschel · Martin Vechev
Poster
Tue 14:30 Adversarial Attacks on Graph Neural Networks via Meta Learning
Daniel Zügner · Stephan Günnemann
Poster
Tue 14:30 PeerNets: Exploiting Peer Wisdom Against Adversarial Attacks
Jan Svoboda · Jonathan Masci · Federico Monti · Michael Bronstein · Leonidas Guibas
Poster
Tue 14:30 Generalizable Adversarial Training via Spectral Normalization
Farzan Farnia · Jesse Zhang · David Tse
Poster
Tue 14:30 Defensive Quantization: When Efficiency Meets Robustness
Ji Lin · Chuang Gan · Song Han
Poster
Thu 9:00 Complement Objective Training
Hao-Yun Chen · Pei-Hsin Wang · Chun-Hao Liu · Shih-Chieh Chang · Jia-Yu Pan · Yu-Ting Chen · Wei Wei · Da-Cheng Juan
Poster
Tue 14:30 CAMOU: Learning Physical Vehicle Camouflages to Adversarially Attack Detectors in the Wild
Yang Zhang · Hassan Foroosh · Phiip David · Boqing Gong
Poster
Tue 14:30 Structured Adversarial Attack: Towards General Implementation and Better Interpretability
Kaidi Xu · Sijia Liu · Pu Zhao · Pin-Yu Chen · Huan Zhang · Quanfu Fan · Deniz Erdogmus · Yanzhi Wang · Xue Lin
Poster
Tue 14:30 The Limitations of Adversarial Training and the Blind-Spot Attack
Huan Zhang · Hongge Chen · Zhao Song · Duane S Boning · Inderjit Dhillon · Cho-Jui Hsieh
Poster
Tue 14:30 Prior Convictions: Black-box Adversarial Attacks with Bandits and Priors
Andrew Ilyas · Logan Engstrom · Aleksander Madry
Poster
Tue 14:30 signSGD via Zeroth-Order Oracle
Sijia Liu · Pin-Yu Chen · Xiangyi Chen · Mingyi Hong