Diffusion Models for Adversarial Purification

16 May 2022

Papers citing "Diffusion Models for Adversarial Purification"

50 / 284 papers shown

Title
Defenses in Adversarial Machine Learning: A Survey Baoyuan Wu Shaokui Wei Mingli Zhu Meixi Zheng Zihao Zhu Mingda Zhang Hongrui Chen Danni Yuan Li Liu Qingshan Liu AAML 30 14 0 13 Dec 2023
Adversarial Estimation of Topological Dimension with Harmonic Score Maps Eric C. Yeats Cameron Darwin Frank Liu Hai Li 26 2 0 11 Dec 2023
MalPurifier: Enhancing Android Malware Detection with Adversarial Purification against Evasion Attacks Yuyang Zhou Guang Cheng Zongyao Chen Shui Yu AAML 41 5 0 11 Dec 2023
Diffence: Fencing Membership Privacy With Diffusion Models Yuefeng Peng Ali Naseh Amir Houmansadr AAML 20 1 0 07 Dec 2023
DiffiT: Diffusion Vision Transformers for Image Generation Ali Hatamizadeh Jiaming Song Guilin Liu Jan Kautz Arash Vahdat 34 66 0 04 Dec 2023
Mendata: A Framework to Purify Manipulated Training Data Zonghao Huang Neil Zhenqiang Gong Michael K. Reiter 19 0 0 03 Dec 2023
Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion? Zhengyue Zhao Jinhao Duan Kaidi Xu Chenan Wang Rui Zhang Zidong Du Rui Guo Xing Hu DiffM AAML 15 22 0 30 Nov 2023
Improving Interpretation Faithfulness for Vision Transformers Lijie Hu Yixin Liu Ninghao Liu Mengdi Huai Lichao Sun Di Wang 37 5 0 29 Nov 2023
Leveraging Graph Diffusion Models for Network Refinement Tasks Puja Trivedi Ryan A. Rossi David Arbour Tong Yu Franck Dernoncourt Sungchul Kim Nedim Lipka Namyong Park Nesreen K. Ahmed Danai Koutra DiffM 29 0 0 29 Nov 2023
DiG-IN: Diffusion Guidance for Investigating Networks -- Uncovering Classifier Differences Neuron Visualisations and Visual Counterfactual Explanations Maximilian Augustin Yannic Neuhaus Matthias Hein DiffM 37 4 0 29 Nov 2023
RetouchUAA: Unconstrained Adversarial Attack via Image Retouching Mengda Xie Yiling He Meie Fang AAML 31 1 0 27 Nov 2023
Instruct2Attack: Language-Guided Semantic Adversarial Attacks Jiang-Long Liu Chen Wei Yuxiang Guo Heng Yu Alan L. Yuille S. Feizi Chun Pong Lau Rama Chellappa DiffM AAML 27 5 0 27 Nov 2023
Adversarial Purification of Information Masking Sitong Liu Z. Lian Shuangquan Zhang Liang Xiao AAML 24 0 0 26 Nov 2023
Adversarial defense based on distribution transfer Jiahao Chen Diqun Yan Li Dong 30 0 0 23 Nov 2023
Diffusion models meet image counter-forensics Matías Tailanián Marina Gardella Álvaro Pardo Pablo Musé WIGM 16 4 0 22 Nov 2023
MetaCloak: Preventing Unauthorized Subject-driven Text-to-image Diffusion-based Synthesis via Meta-learning Yixin Liu Chenrui Fan Yutong Dai Xun Chen Pan Zhou Lichao Sun DiffM 26 19 0 22 Nov 2023
A Survey of Emerging Applications of Diffusion Probabilistic Models in MRI Yuheng Fan Hanxi Liao Shiqi Huang Yimin Luo Huazhu Fu Haikun Qi MedIm 35 18 0 19 Nov 2023
Adversarial Prompt Tuning for Vision-Language Models Jiaming Zhang Xingjun Ma Xin Wang Lingyu Qiu Jiaqi Wang Yu-Gang Jiang Jitao Sang AAML VPVLM VLM 30 18 0 19 Nov 2023
Adversarial Purification for Data-Driven Power System Event Classifiers with Diffusion Models Yuanbin Cheng Koji Yamashita Jim Follum Nanpeng Yu AAML 29 2 0 13 Nov 2023
Asymmetric Diffusion Based Channel-Adaptive Secure Wireless Semantic Communications Xintian Ren Jun Wu Hansong Xu Qianqian Pan DiffM 14 2 0 30 Oct 2023
Customizing 360-Degree Panoramas through Text-to-Image Diffusion Models Hai Wang Xiaoyu Xiang Yuchen Fan Jing-Hao Xue 93 26 0 28 Oct 2023
Purify++: Improving Diffusion-Purification with Advanced Diffusion Models and Control of Randomness Boya Zhang Weijian Luo Zhihua Zhang 34 10 0 28 Oct 2023
DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification Mintong Kang D. Song Bo-wen Li 38 23 0 27 Oct 2023
Diffusion-Based Adversarial Purification for Speaker Verification Yibo Bai Xiao-Lei Zhang Xuelong Li DiffM 36 2 0 22 Oct 2023
IRAD: Implicit Representation-driven Image Resampling against Adversarial Attacks Yue Cao Tianlin Li Xiaofeng Cao Ivor Tsang Yang Liu Qing-Wu Guo AAML 26 2 0 18 Oct 2023
Towards Deep Learning Models Resistant to Transfer-based Adversarial Attacks via Data-centric Robust Learning Yulong Yang Chenhao Lin Xiang Ji Qiwei Tian Qian Li Hongshan Yang Zhibo Wang Chao Shen 30 7 0 15 Oct 2023
Boosting Black-box Attack to Deep Neural Networks with Conditional Diffusion Models Renyang Liu Wei Zhou Tianwei Zhang Kangjie Chen Jun Zhao Kwok-Yan Lam 24 9 0 11 Oct 2023
Imitation Learning from Purified Demonstration Yunke Wang Minjing Dong Bo Du Chang Xu 31 1 0 11 Oct 2023
Investigating the Adversarial Robustness of Density Estimation Using the Probability Flow ODE Marius Arvinte Cory Cornelius Jason Martin N. Himayat DiffM 49 3 0 10 Oct 2023
Jailbreak and Guard Aligned Language Models with Only Few In-Context Demonstrations Zeming Wei Yifei Wang Ang Li Yichuan Mo Yisen Wang 45 236 0 10 Oct 2023
Assessing Robustness via Score-Based Adversarial Image Generation Marcel Kollovieh Lukas Gosch Yan Scholten Marten Lienen Leo Schwinn Stephan Günnemann DiffM 37 4 0 06 Oct 2023
A Survey of Robustness and Safety of 2D and 3D Deep Learning Models Against Adversarial Attacks Yanjie Li Bin Xie Songtao Guo Yuanyuan Yang Bin Xiao AAML 37 15 0 01 Oct 2023
Enhancing the Hierarchical Environment Design via Generative Trajectory Modeling Dexun Li Pradeep Varakantham 16 1 0 30 Sep 2023
Robustness of AI-Image Detectors: Fundamental Limits and Practical Attacks Mehrdad Saberi Vinu Sankar Sadasivan Keivan Rezaei Aounon Kumar Atoosa Malemir Chegini Wenxiao Wang S. Feizi WIGM AAML 32 40 0 29 Sep 2023
Warfare:Breaking the Watermark Protection of AI-Generated Content Guanlin Li Yifei Chen Jie Zhang Shangwei Guo Shangwei Guo Tianwei Zhang Jiwei Li Tianwei Zhang WIGM 58 3 0 27 Sep 2023
How Robust is Google's Bard to Adversarial Image Attacks? Yinpeng Dong Huanran Chen Jiawei Chen Zhengwei Fang X. Yang Yichi Zhang Yu Tian Hang Su Jun Zhu AAML 33 102 0 21 Sep 2023
Language Guided Adversarial Purification Himanshu Singh A. V. Subramanyam AAML 49 2 0 19 Sep 2023
Semantic Adversarial Attacks via Diffusion Models Chenan Wang Jinhao Duan Chaowei Xiao Edward Kim Matthew C. Stamm Kaidi Xu DiffM 16 9 0 14 Sep 2023
DiffDefense: Defending against Adversarial Attacks via Diffusion Models Hondamunige Prasanna Silva Lorenzo Seidenari A. Bimbo DiffM 41 6 0 07 Sep 2023
Improving Visual Quality and Transferability of Adversarial Attacks on Face Recognition Simultaneously with Adversarial Restoration Fengfan Zhou Hefei Ling Yuxuan Shi Jiazhong Chen Ping Li DiffM 19 5 0 04 Sep 2023
Bridge Diffusion Model: bridge non-English language-native text-to-image diffusion model with English communities Shanyuan Liu Dawei Leng Yuhui Yin DiffM 24 7 0 02 Sep 2023
Baseline Defenses for Adversarial Attacks Against Aligned Language Models Neel Jain Avi Schwarzschild Yuxin Wen Gowthami Somepalli John Kirchenbauer Ping Yeh-Chiang Micah Goldblum Aniruddha Saha Jonas Geiping Tom Goldstein AAML 57 340 0 01 Sep 2023
Robust Principles: Architectural Design Principles for Adversarially Robust CNNs Sheng-Hsuan Peng Weilin Xu Cory Cornelius Matthew Hull Kevin Li Rahul Duggal Mansi Phute Jason Martin Duen Horng Chau AAML 18 46 0 30 Aug 2023
Advancing Adversarial Robustness Through Adversarial Logit Update Hao Xuan Peican Zhu Xingyu Li AAML 26 0 0 29 Aug 2023
DiffSmooth: Certifiably Robust Learning via Diffusion Models and Local Smoothing Jiawei Zhang Zhongzhu Chen Huan Zhang Chaowei Xiao Bo-wen Li DiffM 44 21 0 28 Aug 2023
APBench: A Unified Benchmark for Availability Poisoning Attacks and Defenses Tianrui Qin Xitong Gao Juanjuan Zhao Kejiang Ye Chengjie Xu AAML 21 6 0 07 Aug 2023
Universal Adversarial Defense in Remote Sensing Based on Pre-trained Denoising Diffusion Models Weikang Yu Yonghao Xu Pedram Ghamisi 24 4 0 31 Jul 2023
AdvDiff: Generating Unrestricted Adversarial Examples using Diffusion Models Xuelong Dai Kaisheng Liang Bin Xiao DiffM 17 23 0 24 Jul 2023
Membership Inference Attacks on DNNs using Adversarial Perturbations Hassan Ali Adnan Qayyum Ala I. Al-Fuqaha Junaid Qadir AAML 30 3 0 11 Jul 2023
Enhancing Adversarial Robustness via Score-Based Optimization Boya Zhang Weijian Luo Zhihua Zhang DiffM 29 12 0 10 Jul 2023