Black-box Backdoor Defense via Zero-shot Image Purification

21 March 2023

Ninghao Liu

Papers citing "Black-box Backdoor Defense via Zero-shot Image Purification"

21 / 21 papers shown

Title
Towards Trustworthy GUI Agents: A Survey Yucheng Shi Wenhao Yu Wenlin Yao Wenhu Chen Ninghao Liu 52 4 0 30 Mar 2025
BadToken: Token-level Backdoor Attacks to Multi-modal Large Language Models Zenghui Yuan Jiawen Shi Pan Zhou Neil Zhenqiang Gong Lichao Sun AAML 70 1 0 20 Mar 2025
Poisoned-MRAG: Knowledge Poisoning Attacks to Multimodal Retrieval Augmented Generation Yinuo Liu Zenghui Yuan Guiyao Tie Jiawen Shi Lichao Sun Lichao Sun Neil Zhenqiang Gong 53 1 0 08 Mar 2025
REFINE: Inversion-Free Backdoor Defense via Model Reprogramming Yuxiao Chen Shuo Shao Enhao Huang Yiming Li Pin-Yu Chen Zhanyue Qin Kui Ren AAML 61 3 0 22 Feb 2025
CopyrightShield: Spatial Similarity Guided Backdoor Defense against Copyright Infringement in Diffusion Models Zhixiang Guo Siyuan Liang Aishan Liu Dacheng Tao AAML 86 1 0 02 Dec 2024
LADDER: Multi-objective Backdoor Attack via Evolutionary Algorithm Dazhuang Liu Yanqi Qiao Rui Wang K. Liang Georgios Smaragdakis AAML 82 0 0 28 Nov 2024
Defending Text-to-image Diffusion Models: Surprising Efficacy of Textual Perturbations Against Backdoor Attacks Oscar Chew Po-Yi Lu Jayden Lin Hsuan-Tien Lin AAML 49 4 0 28 Aug 2024
Diffusion-based Adversarial Purification for Intrusion Detection Mohamed Amine Merzouk Erwan Beurier Reda Yaich Nora Boulahia-Cuppens Frédéric Cuppens AAML 39 0 0 25 Jun 2024
Breaking the False Sense of Security in Backdoor Defense through Re-Activation Attack Mingli Zhu Siyuan Liang Baoyuan Wu AAML 52 14 0 25 May 2024
BDetCLIP: Multimodal Prompting Contrastive Test-Time Backdoor Detection Yuwei Niu Shuo He Qinglai Wei Feng Liu Lei Feng AAML 37 2 0 24 May 2024
Efficient Availability Attacks against Supervised and Contrastive Learning Simultaneously Yihan Wang Yifan Zhu Xiao-Shan Gao AAML 41 6 0 06 Feb 2024
BackdoorBench: A Comprehensive Benchmark and Analysis of Backdoor Learning Baoyuan Wu Hongrui Chen Ruotong Wang Zihao Zhu Shaokui Wei Danni Yuan Mingli Zhu Ke Xu Li Liu Chaoxiao Shen AAML ELM 78 10 0 26 Jan 2024
Defenses in Adversarial Machine Learning: A Survey Baoyuan Wu Shaokui Wei Mingli Zhu Meixi Zheng Zihao Zhu Ruotong Wang Hongrui Chen Danni Yuan Li Liu Qingshan Liu AAML 37 14 0 13 Dec 2023
Trustworthy Large Models in Vision: A Survey Ziyan Guo Li Xu Jun Liu MU 66 0 0 16 Nov 2023
From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion Models Zhuoshi Pan Yuguang Yao Gaowen Liu Bingquan Shen H. Vicky Zhao Ramana Rao Kompella Sijia Liu DiffM AAML 40 3 0 04 Nov 2023
Mask and Restore: Blind Backdoor Defense at Test Time with Masked Autoencoder Tao Sun Lu Pang Chao Chen Haibin Ling AAML 48 9 0 27 Mar 2023
TrojText: Test-time Invisible Textual Trojan Insertion Qiang Lou Ye Liu Bo Feng 44 23 0 03 Mar 2023
Diffusion Models for Adversarial Purification Weili Nie Brandon Guo Yujia Huang Chaowei Xiao Arash Vahdat Anima Anandkumar WIGM 221 424 0 16 May 2022
Few-Shot Backdoor Attacks on Visual Object Tracking Yiming Li Haoxiang Zhong Xingjun Ma Yong Jiang Shutao Xia AAML 38 53 0 31 Jan 2022
Denoising Diffusion Restoration Models Bahjat Kawar Michael Elad Stefano Ermon Jiaming Song DiffM 220 795 0 27 Jan 2022
Clean-Label Backdoor Attacks on Video Recognition Models Shihao Zhao Xingjun Ma Xiang Zheng James Bailey Jingjing Chen Yu-Gang Jiang AAML 200 252 0 06 Mar 2020