Towards Compositional Adversarial Robustness: Generalizing Adversarial
Training to Composite Semantic Perturbations

Towards Compositional Adversarial Robustness: Generalizing Adversarial Training to Composite Semantic Perturbations

9 February 2022

Lei Hsiung

Tsung-Yi Ho

Papers citing "Towards Compositional Adversarial Robustness: Generalizing Adversarial Training to Composite Semantic Perturbations"

10 / 10 papers shown

Title
X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP Hanxun Huang Sarah Monazam Erfani Yige Li Xingjun Ma James Bailey AAML 60 0 0 08 May 2025
Test-time Adversarial Defense with Opposite Adversarial Path and High Attack Time Cost Cheng-Han Yeh Kuanchun Yu Chun-Shien Lu DiffM AAML 40 0 0 22 Oct 2024
Assessing Robustness via Score-Based Adversarial Image Generation Marcel Kollovieh Lukas Gosch Yan Scholten Marten Lienen Leo Schwinn Stephan Günnemann DiffM 45 5 0 06 Oct 2023
MultiRobustBench: Benchmarking Robustness Against Multiple Attacks Sihui Dai Saeed Mahloujifar Chong Xiang Vikash Sehwag Pin-Yu Chen Prateek Mittal AAML OOD 34 7 0 21 Feb 2023
A Closer Look at Robustness to L-infinity and Spatial Perturbations and their Composition Luke Rowe Benjamin Thérien Krzysztof Czarnecki Hongyang R. Zhang OOD 30 0 0 05 Oct 2022
CARBEN: Composite Adversarial Robustness Benchmark Lei Hsiung Yun-Yun Tsai Pin-Yu Chen Tsung-Yi Ho AAML 10 9 0 16 Jul 2022
Holistic Adversarial Robustness of Deep Learning Models Pin-Yu Chen Sijia Liu AAML 54 16 0 15 Feb 2022
RobustBench: a standardized adversarial robustness benchmark Francesco Croce Maksym Andriushchenko Vikash Sehwag Edoardo Debenedetti Nicolas Flammarion M. Chiang Prateek Mittal Matthias Hein VLM 234 681 0 19 Oct 2020
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 300 3,115 0 04 Nov 2016
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 332 5,849 0 08 Jul 2016