Defending against Backdoor Attack on Deep Neural Networks

26 February 2020

Xue Lin

Papers citing "Defending against Backdoor Attack on Deep Neural Networks"

26 / 26 papers shown

Title
A Review of the Duality of Adversarial Learning in Network Intrusion: Attacks and Countermeasures Shalini Saini Anitha Chennamaneni Babatunde Sawyerr AAML 84 0 0 18 Dec 2024
Protecting against simultaneous data poisoning attacks Neel Alex Shoaib Ahmed Siddiqui Amartya Sanyal David M. Krueger AAML 42 1 0 23 Aug 2024
Partial train and isolate, mitigate backdoor attack Yong Li Han Gao AAML 29 0 0 26 May 2024
AS-FIBA: Adaptive Selective Frequency-Injection for Backdoor Attack on Deep Face Restoration Zhenbo Song Wenhao Gao Kaihao Zhang Wenhan Luo AAML 42 0 0 11 Mar 2024
Test-Time Backdoor Attacks on Multimodal Large Language Models Dong Lu Tianyu Pang Chao Du Qian Liu Xianjun Yang Min-Bin Lin AAML 51 21 0 13 Feb 2024
PatchBackdoor: Backdoor Attack against Deep Neural Networks without Model Modification Yizhen Yuan Rui Kong Shenghao Xie Yuanchun Li Yunxin Liu 13 7 0 22 Aug 2023
DFB: A Data-Free, Low-Budget, and High-Efficacy Clean-Label Backdoor Attack Binhao Ma Jiahui Wang Dejun Wang Bo Meng AAML 25 0 0 18 Aug 2023
A Dual Stealthy Backdoor: From Both Spatial and Frequency Perspectives Yudong Gao Honglong Chen Peng Sun Junjian Li Anqing Zhang Zhibo Wang AAML 20 13 0 03 Jul 2023
Don't FREAK Out: A Frequency-Inspired Approach to Detecting Backdoor Poisoned Samples in DNNs Hasan Hammoud Adel Bibi Philip H. S. Torr Bernard Ghanem AAML 30 5 0 23 Mar 2023
Towards Understanding How Self-training Tolerates Data Backdoor Poisoning Soumyadeep Pal Ren Wang Yuguang Yao Sijia Liu 43 6 0 20 Jan 2023
Backdoor Attacks on Time Series: A Generative Approach Yujing Jiang Xingjun Ma S. Erfani James Bailey AAML AI4TS 25 12 0 15 Nov 2022
Data-free Backdoor Removal based on Channel Lipschitzness Runkai Zheng Rong Tang Jianze Li Li Liu AAML 13 103 0 05 Aug 2022
One-shot Neural Backdoor Erasing via Adversarial Weight Masking Shuwen Chai Jinghui Chen AAML 22 33 0 10 Jul 2022
Defending Backdoor Attacks on Vision Transformer via Patch Processing Khoa D. Doan Yingjie Lao Peng Yang Ping Li AAML 25 21 0 24 Jun 2022
BadDet: Backdoor Attacks on Object Detection Shih-Han Chan Yinpeng Dong Junyi Zhu Xiaolu Zhang Jun Zhou AAML 22 56 0 28 May 2022
Quarantine: Sparsity Can Uncover the Trojan Attack Trigger for Free Tianlong Chen Zhenyu (Allen) Zhang Yihua Zhang Shiyu Chang Sijia Liu Zhangyang Wang AAML 46 25 0 24 May 2022
Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning Antonio Emanuele Cinà Kathrin Grosse Ambra Demontis Sebastiano Vascon Werner Zellinger Bernhard A. Moser Alina Oprea Battista Biggio Marcello Pelillo Fabio Roli AAML 17 116 0 04 May 2022
Label-Smoothed Backdoor Attack Minlong Peng Zidi Xiong Mingming Sun Ping Li AAML 23 3 0 19 Feb 2022
FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis Yu Feng Benteng Ma Jing Zhang Shanshan Zhao Yong-quan Xia Dacheng Tao AAML 25 84 0 02 Dec 2021
Real-time Face Mask Detection in Video Data Yu Ding Zichen Li David Yastremsky CVBM 11 13 0 05 May 2021
Invisible Backdoor Attack with Sample-Specific Triggers Yuezun Li Yiming Li Baoyuan Wu Longkang Li R. He Siwei Lyu AAML DiffM 15 464 0 07 Dec 2020
Input-Aware Dynamic Backdoor Attack A. Nguyen Anh Tran AAML 14 419 0 16 Oct 2020
Light Can Hack Your Face! Black-box Backdoor Attack on Face Recognition Systems Haoliang Li Yufei Wang Xiaofei Xie Yang Liu Shiqi Wang Renjie Wan Lap-Pui Chau City University of Hong Kong AAML 11 32 0 15 Sep 2020
Practical Detection of Trojan Neural Networks: Data-Limited and Data-Free Cases Ren Wang Gaoyuan Zhang Sijia Liu Pin-Yu Chen Jinjun Xiong Meng Wang AAML 17 148 0 31 Jul 2020
Backdoor Learning: A Survey Yiming Li Yong Jiang Zhifeng Li Shutao Xia AAML 43 586 0 17 Jul 2020
Natural Backdoor Attack on Text Data Lichao Sun SILM 11 39 0 29 Jun 2020