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Workshop
SHIFT INVARIANCE CAN REDUCE ADVERSARIAL ROBUSTNESS
Songwei Ge
Workshop
Detecting Adversarial Attacks through Neural Activations
Graham Annett
Workshop
Imbalanced Gradients: A New Cause of Overestimated Adversarial Robustness
Linxi Jiang · James Bailey
Workshop
Non-Singular Adversarial Robustness of Neural Networks
Chia-Yi Hsu · Pin-Yu Chen
Workshop
Adversarial Examples Make Stronger Poisons
Liam H Fowl · Micah Goldblum · Ping-yeh Chiang · Jonas Geiping · Tom Goldstein
Workshop
What Doesn't Kill You Makes You Robust(er): Adversarial Training against Poisons and Backdoors
Jonas Geiping · Liam H Fowl · Micah Goldblum · Michael Moeller · Tom Goldstein
Workshop
Boosting black-box adversarial attack via exploiting loss smoothness
Hoang Tran
Workshop
Fighting Gradients with Gradients: Dynamic Defenses against Adversarial Attacks
Dequan Wang · David Wagner · Trevor Darrell
Workshop
Reliably fast adversarial training via latent adversarial perturbation
Sang Wan Lee
Workshop
RobustBench: a standardized adversarial robustness benchmark
francesco croce
Workshop
Bridging the Gap Between Adversarial Robustness and Optimization Bias
Fartash Faghri
Workshop
Simple Transparent Adversarial Examples
Jaydeep Borkar