ICML 2023 Workshop AdvML-Frontiers Submissions

PAC-Bayesian Adversarially Robust Generalization Bounds for Deep Neural Networks
Jiancong Xiao, Ruoyu Sun, Zhi-Quan Luo
- Published: 20 Jun 2023, Last Modified: 07 Aug 2023
- AdvML-Frontiers 2023
- Readers: Everyone
Sentiment Perception Adversarial Attacks on Neural Machine Translation Systems
Vyas Raina, Mark Gales
- Published: 20 Jun 2023, Last Modified: 07 Aug 2023
- AdvML-Frontiers 2023
- Readers: Everyone
(Almost) Provable Error Bounds Under Distribution Shift via Disagreement Discrepancy
Elan Rosenfeld, Saurabh Garg
- Published: 20 Jun 2023, Last Modified: 07 Aug 2023
- AdvML-Frontiers 2023
- Readers: Everyone
Feature Partition Aggregation: A Fast Certified Defense Against a Union of $\ell_0$ Attacks
Zayd Hammoudeh, Daniel Lowd
- Published: 20 Jun 2023, Last Modified: 07 Aug 2023
- AdvML-Frontiers 2023
- Readers: Everyone
Near Optimal Adversarial Attack on UCB Bandits
Shiliang Zuo
- Published: 20 Jun 2023, Last Modified: 07 Aug 2023
- AdvML-Frontiers 2023
- Readers: Everyone
Learning Exponential Families from Truncated Samples
Jane H. Lee, Andre Wibisono, Manolis Zampetakis
- Published: 20 Jun 2023, Last Modified: 07 Aug 2023
- AdvML-Frontiers 2023
- Readers: Everyone
Identifying Adversarially Attackable and Robust Samples
Vyas Raina, Mark Gales
- Published: 20 Jun 2023, Last Modified: 07 Aug 2023
- AdvML-Frontiers 2023
- Readers: Everyone
Toward Testing Deep Learning Library via Model Fuzzing
Wei Kong, huayang cao, tong wang, Yuanping Nie, hu li, Xiaohui Kuang
- Published: 20 Jun 2023, Last Modified: 07 Aug 2023
- AdvML-Frontiers 2023
- Readers: Everyone
Adversarial Attacks and Defenses in Explainable Artificial Intelligence: A Survey
Hubert Baniecki, Przemyslaw Biecek
- Published: 20 Jun 2023, Last Modified: 07 Aug 2023
- AdvML-Frontiers 2023
- Readers: Everyone
Sharpness-Aware Minimization Alone can Improve Adversarial Robustness
Zeming Wei, Jingyu Zhu, Yihao Zhang
- Published: 20 Jun 2023, Last Modified: 07 Aug 2023
- AdvML-Frontiers 2023
- Readers: Everyone
On feasibility of intent obfuscating attacks
ZhaoBin Li, Patrick Shafto
- Published: 20 Jun 2023, Last Modified: 07 Aug 2023
- AdvML-Frontiers 2023
- Readers: Everyone
Adversarial Training with Generated Data in High-Dimensional Regression: An Asymptotic Study
Yue Xing
- Published: 20 Jun 2023, Last Modified: 07 Aug 2023
- AdvML-Frontiers 2023
- Readers: Everyone