Fusing Pruned and Backdoored Models: Optimal Transport-based Data-free
Backdoor Mitigation

Fusing Pruned and Backdoored Models: Optimal Transport-based Data-free Backdoor Mitigation

28 August 2024

Weilin Lin

Li Liu

Papers citing "Fusing Pruned and Backdoored Models: Optimal Transport-based Data-free Backdoor Mitigation"

13 / 13 papers shown

Title
Shared Adversarial Unlearning: Backdoor Mitigation by Unlearning Shared Adversarial Examples Shaokui Wei Ruotong Wang H. Zha Baoyuan Wu TPM 60 38 0 20 Jul 2023
Reconstructive Neuron Pruning for Backdoor Defense Yige Li X. Lyu Xingjun Ma Nodens Koren Lingjuan Lyu Yue Liu Yugang Jiang AAML 58 44 0 24 May 2023
BackdoorBench: A Comprehensive Benchmark of Backdoor Learning Baoyuan Wu Hongrui Chen Ruotong Wang Zihao Zhu Shaokui Wei Danni Yuan Chaoxiao Shen ELM AAML 60 144 0 25 Jun 2022
Towards A Proactive ML Approach for Detecting Backdoor Poison Samples Xiangyu Qi Tinghao Xie Jiachen T. Wang Tong Wu Saeed Mahloujifar Prateek Mittal AAML 32 50 0 26 May 2022
Adversarial Unlearning of Backdoors via Implicit Hypergradient Yi Zeng Si-An Chen Won Park Z. Morley Mao Ming Jin R. Jia AAML 117 176 0 07 Oct 2021
Rethinking the Backdoor Attacks' Triggers: A Frequency Perspective Yi Zeng Won Park Z. Morley Mao R. Jia AAML 46 214 0 07 Apr 2021
Input-Aware Dynamic Backdoor Attack A. Nguyen Anh Tran AAML 68 430 0 16 Oct 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 475 42,407 0 03 Dec 2019
Model Fusion via Optimal Transport Sidak Pal Singh Martin Jaggi MoMe FedML 98 233 0 12 Oct 2019
Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning Xinyun Chen Chang-rui Liu Yue Liu Kimberly Lu D. Song AAML SILM 128 1,837 0 15 Dec 2017
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 354 10,182 0 16 Mar 2016
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.6K 100,348 0 04 Sep 2014
Building DNN Acoustic Models for Large Vocabulary Speech Recognition Andrew L. Maas Peng Qi Ziang Xie Awni Y. Hannun Christopher T. Lengerich Daniel Jurafsky A. Ng 52 121 0 30 Jun 2014