Poster

Wed 14:00

What Can the Neural Tangent Kernel Tell Us About Adversarial Robustness?
Nikolaos Tsilivis · Julia Kempe

Workshop

Identification of the Adversary from a Single Adversarial Example
Minhao Cheng · Rui Min

Poster

Wed 14:00

On the Limitations of Stochastic Pre-processing Defenses
Yue Gao · I Shumailov · Kassem Fawaz · Nicolas Papernot

Poster

Tue 9:00

Improved techniques for deterministic l2 robustness
Sahil Singla · Soheil Feizi

Workshop

Membership Inference Attacks via Adversarial Examples
Hamid Jalalzai · Elie Kadoche · Rémi Leluc · Vincent Plassier

Workshop

Robust Representation Learning for Group Shifts and Adversarial Examples
Ming-Chang Chiu · Xuezhe Ma

Poster

Wed 9:00

Adversarial Reprogramming Revisited
Matthias Englert · Ranko Lazic

Workshop

Boundary Adversarial Examples Against Adversarial Overfitting
Muhammad Zaid Hameed · Beat Buesser

Poster

Isometric 3D Adversarial Examples in the Physical World
yibo miao · Yinpeng Dong · Jun Zhu · Xiao-Shan Gao

Affinity Workshop

On Adversarial Examples for Text Classification By Perturbing Latent Representations
Korn Sooksatra · Bikram Khanal · Pablo Rivas

Poster

Wed 14:00

Overparameterization from Computational Constraints
Sanjam Garg · Somesh Jha · Saeed Mahloujifar · Mohammad Mahmoody · Mingyuan Wang

Poster

Thu 9:00

MultiGuard: Provably Robust Multi-label Classification against Adversarial Examples
Jinyuan Jia · Wenjie Qu · Neil Gong