Projected Randomized Smoothing for Certified Adversarial Robustness

Projected Randomized Smoothing for Certified Adversarial Robustness

25 September 2023

Samuel Pfrommer

Brendon G. Anderson

Somayeh Sojoudi

Papers citing "Projected Randomized Smoothing for Certified Adversarial Robustness"

6 / 6 papers shown

Title
CERT-ED: Certifiably Robust Text Classification for Edit Distance Zhuoqun Huang Yipeng Wang Seunghee Shin Benjamin I. P. Rubinstein AAML 31 1 0 01 Aug 2024
Mixing Classifiers to Alleviate the Accuracy-Robustness Trade-Off Yatong Bai Brendon G. Anderson Somayeh Sojoudi AAML 22 2 0 26 Nov 2023
Adversarial Examples Might be Avoidable: The Role of Data Concentration in Adversarial Robustness Ambar Pal Huaijin Hao René Vidal 19 8 0 28 Sep 2023
Improving the Accuracy-Robustness Trade-Off of Classifiers via Adaptive Smoothing Yatong Bai Brendon G. Anderson Aerin Kim Somayeh Sojoudi AAML 26 18 0 29 Jan 2023
A Sequential Framework Towards an Exact SDP Verification of Neural Networks Ziye Ma Somayeh Sojoudi 24 8 0 16 Oct 2020
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 256 3,108 0 04 Nov 2016