Adversarial Unlearning: Reducing Confidence Along Adversarial Directions

Adversarial Unlearning: Reducing Confidence Along Adversarial Directions

3 June 2022

Amrith Rajagopal Setlur

Benjamin Eysenbach

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Papers citing "Adversarial Unlearning: Reducing Confidence Along Adversarial Directions"

12 / 12 papers shown

Title
Understanding Machine Unlearning Through the Lens of Mode Connectivity Jiali Cheng Hadi Amiri MU 454 1 0 08 Apr 2025
AMUN: Adversarial Machine UNlearning A. Boroojeny Hari Sundaram Varun Chandrasekaran MU AAML 92 0 0 02 Mar 2025
MU-Bench: A Multitask Multimodal Benchmark for Machine Unlearning Jiali Cheng Hadi Amiri BDL 106 4 0 21 Jun 2024
Is Retain Set All You Need in Machine Unlearning? Restoring Performance of Unlearned Models with Out-Of-Distribution Images Jacopo Bonato Marco Cotogni Luigi Sabetta MU CLL 113 6 0 19 Apr 2024
DUCK: Distance-based Unlearning via Centroid Kinematics Marco Cotogni Jacopo Bonato Luigi Sabetta Francesco Pelosin Alessandro Nicolosi MU 125 10 0 04 Dec 2023
MultiDelete for Multimodal Machine Unlearning Jiali Cheng Hadi Amiri MU 111 9 0 18 Nov 2023
$Is Certifying $\ell_p$ Robustness Still Worthwhile?$ Is Certifying $\ell_p$ Robustness Still Worthwhile? Ravi Mangal Klas Leino Zifan Wang Kai Hu Weicheng Yu Corina S. Pasareanu Anupam Datta Matt Fredrikson AAML OOD 84 1 0 13 Oct 2023
Generating Less Certain Adversarial Examples Improves Robust Generalization Minxing Zhang Michael Backes Xiao Zhang AAML 157 1 0 06 Oct 2023
Conservative Prediction via Data-Driven Confidence Minimization Caroline Choi Fahim Tajwar Yoonho Lee Huaxiu Yao Ananya Kumar Chelsea Finn 71 5 0 08 Jun 2023
Exploring the Landscape of Machine Unlearning: A Comprehensive Survey and Taxonomy T. Shaik Xiaohui Tao Haoran Xie Lin Li Xiaofeng Zhu Qingyuan Li MU 148 30 0 10 May 2023
Ignorance is Bliss: Robust Control via Information Gating Manan Tomar Riashat Islam Matthew E. Taylor Sergey Levine Philip Bachman 87 9 0 10 Mar 2023
Contrastive Novelty-Augmented Learning: Anticipating Outliers with Large Language Models Albert Xu Xiang Ren Robin Jia OODD 72 2 0 28 Nov 2022