DIFFender: Diffusion-Based Adversarial Defense against Patch Attacks

DIFFender: Diffusion-Based Adversarial Defense against Patch Attacks

15 June 2023

Yinpeng Dong

Zhengyi Wang

Hang Su

Papers citing "DIFFender: Diffusion-Based Adversarial Defense against Patch Attacks"

12 / 12 papers shown

Title
Don't Lag, RAG: Training-Free Adversarial Detection Using RAG Roie Kazoom Raz Lapid Moshe Sipper Ofer Hadar VLM ObjD AAML 52 0 0 07 Apr 2025
A Survey on Diffusion Models for Anomaly Detection J. Liu Zhenchao Ma Zepu Wang Y. Liu Zehua Wang Peng Sun Liang Song Bo Hu Azzedine Boukerche Victor C.M. Leung DiffM MedIm 37 2 0 20 Jan 2025
DiffPAD: Denoising Diffusion-based Adversarial Patch Decontamination Jia Fu Xiao Zhang Sepideh Pashami Fatemeh Rahimian Anders Holst DiffM AAML 27 0 0 31 Oct 2024
Towards Physically Realizable Adversarial Attacks in Embodied Vision Navigation Meng Chen Jiawei Tu Chao Qi Yonghao Dang F. Zhou Wei Wei Jianqin Yin AAML 21 0 0 16 Sep 2024
Real-world Adversarial Defense against Patch Attacks based on Diffusion Model Xingxing Wei Caixin Kang Yinpeng Dong Z. Wang Shouwei Ruan Yubo Chen Hang Su AAML DiffM 20 2 0 14 Sep 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
Adversarial Examples in the Physical World: A Survey Jiakai Wang Xianglong Liu Jin Hu Donghua Wang Siyang Wu Tingsong Jiang Wenbiao Yao Aishan Liu Aishan Liu Jiantao Zhou AAML 22 4 0 01 Nov 2023
Visually Adversarial Attacks and Defenses in the Physical World: A Survey Xingxing Wei Bangzheng Pu Jiefan Lu Baoyuan Wu AAML 22 10 0 03 Nov 2022
Guided Diffusion Model for Adversarial Purification Jinyi Wang Zhaoyang Lyu Dahua Lin Bo Dai Hongfei Fu DiffM 188 82 0 30 May 2022
Diffusion Models for Adversarial Purification Weili Nie Brandon Guo Yujia Huang Chaowei Xiao Arash Vahdat Anima Anandkumar WIGM 195 415 0 16 May 2022
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 322 2,249 0 02 Sep 2021
SentiNet: Detecting Localized Universal Attacks Against Deep Learning Systems Edward Chou Florian Tramèr Giancarlo Pellegrino AAML 168 286 0 02 Dec 2018