FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis

2 December 2021

Papers citing "FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis"

50 / 51 papers shown

Title
SFIBA: Spatial-based Full-target Invisible Backdoor Attacks Yangxu Yin H. Chen Yudong Gao Peng Sun Z. Li W. Liu AAML 40 0 0 29 Apr 2025
Mitigating Object Hallucinations in MLLMs via Multi-Frequency Perturbations Shuo Li Jiajun Sun Guodong Zheng Xiaoran Fan Yujiong Shen ... Wenming Tan Tao Ji Tao Gui Qi Zhang Xuanjing Huang AAML VLM 87 0 0 19 Mar 2025
One Pixel is All I Need Deng Siqin Zhou Xiaoyi ViT 129 0 0 14 Dec 2024
Robust and Transferable Backdoor Attacks Against Deep Image Compression With Selective Frequency Prior Yi Yu Yufei Wang Wenhan Yang Lanqing Guo Shijian Lu Ling-yu Duan Yap-Peng Tan Alex C. Kot AAML 83 4 0 02 Dec 2024
Adversarial Attacks on Hyperbolic Networks Max van Spengler Jan Zahálka Pascal Mettes AAML OOD 94 0 0 02 Dec 2024
LADDER: Multi-objective Backdoor Attack via Evolutionary Algorithm Dazhuang Liu Yanqi Qiao Rui Wang K. Liang Georgios Smaragdakis AAML 73 0 0 28 Nov 2024
BadScan: An Architectural Backdoor Attack on Visual State Space Models Om Suhas Deshmukh Sankalp Nagaonkar A. Tripathi Ashish Mishra Mamba 79 0 0 26 Nov 2024
Act in Collusion: A Persistent Distributed Multi-Target Backdoor in Federated Learning Tao Liu Wu Yang Chen Xu Jiguang Lv Huanran Wang Yuhang Zhang Shuchun Xu Dapeng Man AAML FedML 30 0 0 06 Nov 2024
Backdoor in Seconds: Unlocking Vulnerabilities in Large Pre-trained Models via Model Editing Dongliang Guo Mengxuan Hu Zihan Guan Junfeng Guo Thomas Hartvigsen Sheng R. Li AAML 26 0 0 23 Oct 2024
BadCM: Invisible Backdoor Attack Against Cross-Modal Learning Zheng Zhang Xu Yuan Lei Zhu Jingkuan Song Liqiang Nie AAML 45 11 0 03 Oct 2024
NoiseAttack: An Evasive Sample-Specific Multi-Targeted Backdoor Attack Through White Gaussian Noise Abdullah Arafat Miah Kaan Icer Resit Sendag Yu Bi AAML DiffM 27 1 0 03 Sep 2024
Large Language Models are Good Attackers: Efficient and Stealthy Textual Backdoor Attacks Ziqiang Li Yueqi Zeng Pengfei Xia Lei Liu Zhangjie Fu Bin Li SILM AAML 47 2 0 21 Aug 2024
BAPLe: Backdoor Attacks on Medical Foundational Models using Prompt Learning Asif Hanif Fahad Shamshad Muhammad Awais Muzammal Naseer F. Khan Karthik Nandakumar Salman Khan Rao Muhammad Anwer MedIm AAML 40 3 0 14 Aug 2024
Event Trojan: Asynchronous Event-based Backdoor Attacks Ruofei Wang Qing Guo Haoliang Li Renjie Wan 61 3 0 09 Jul 2024
DiffPhysBA: Diffusion-based Physical Backdoor Attack against Person Re-Identification in Real-World Wenli Sun Xinyang Jiang Dongsheng Li Cairong Zhao DiffM AAML 27 2 0 30 May 2024
Nearest is Not Dearest: Towards Practical Defense against Quantization-conditioned Backdoor Attacks Boheng Li Yishuo Cai Haowei Li Feng Xue Zhifeng Li Yiming Li MQ AAML 27 20 0 21 May 2024
Invisible Backdoor Attack Through Singular Value Decomposition Wenmin Chen Xiaowei Xu AAML 38 0 0 18 Mar 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
Low-Frequency Black-Box Backdoor Attack via Evolutionary Algorithm Yanqi Qiao Dazhuang Liu Rui Wang Kaitai Liang AAML 26 1 0 23 Feb 2024
WPDA: Frequency-based Backdoor Attack with Wavelet Packet Decomposition Zhengyao Song Yongqiang Li Danni Yuan Li Liu Shaokui Wei Baoyuan Wu AAML 32 4 0 24 Jan 2024
Spy-Watermark: Robust Invisible Watermarking for Backdoor Attack Ruofei Wang Renjie Wan Zongyu Guo Qing-Wu Guo Rui Huang 31 6 0 04 Jan 2024
Backdoor Attack on Unpaired Medical Image-Text Foundation Models: A Pilot Study on MedCLIP Ruinan Jin Chun-Yin Huang Chenyu You Xiaoxiao Li AAML MedIm 30 2 0 01 Jan 2024
A clean-label graph backdoor attack method in node classification task Xiaogang Xing Ming Xu Yujing Bai Dongdong Yang AAML 89 7 0 30 Dec 2023
SkyMask: Attack-agnostic Robust Federated Learning with Fine-grained Learnable Masks Peishen Yan Hao Wang Tao Song Yang Hua Ruhui Ma Ningxin Hu M. Haghighat Haibing Guan AAML FedML 28 2 0 19 Dec 2023
Data and Model Poisoning Backdoor Attacks on Wireless Federated Learning, and the Defense Mechanisms: A Comprehensive Survey Yichen Wan Youyang Qu Wei Ni Yong Xiang Longxiang Gao Ekram Hossain AAML 47 33 0 14 Dec 2023
Trainwreck: A damaging adversarial attack on image classifiers Jan Zahálka 15 1 0 24 Nov 2023
WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks Jun Xia Zhihao Yue Yingbo Zhou Zhiwei Ling Xian Wei Mingsong Chen AAML 21 0 0 17 Oct 2023
Robust Backdoor Attacks on Object Detection in Real World Yaguan Qian Boyuan Ji Shuke He Shenhui Huang Xiang Ling Bin Wang Wen Wang 44 3 0 16 Sep 2023
Backdoor Federated Learning by Poisoning Backdoor-Critical Layers Haomin Zhuang Mingxian Yu Hao Wang Yang Hua Jian Li Xu Yuan FedML 24 9 0 08 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 22 13 0 03 Jul 2023
Efficient Backdoor Attacks for Deep Neural Networks in Real-world Scenarios Ziqiang Li Hong Sun Pengfei Xia Heng Li Beihao Xia Yi Wu Bin Li AAML 24 8 0 14 Jun 2023
A Proxy Attack-Free Strategy for Practically Improving the Poisoning Efficiency in Backdoor Attacks Ziqiang Li Hong Sun Pengfei Xia Beihao Xia Xue Rui Wei Zhang Qinglang Guo Bin Li AAML 32 8 0 14 Jun 2023
UNICORN: A Unified Backdoor Trigger Inversion Framework Zhenting Wang Kai Mei Juan Zhai Shiqing Ma LLMSV 27 44 0 05 Apr 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
Backdoor Defense via Deconfounded Representation Learning Zaixin Zhang Qi Liu Zhicai Wang Zepu Lu Qingyong Hu AAML 49 39 0 13 Mar 2023
Backdoor Attacks and Defenses in Federated Learning: Survey, Challenges and Future Research Directions Thuy-Dung Nguyen Tuan Nguyen Phi Le Nguyen Hieu H. Pham Khoa D. Doan Kok-Seng Wong AAML FedML 32 56 0 03 Mar 2023
Backdoor Attacks Against Deep Image Compression via Adaptive Frequency Trigger Yi Yu Yufei Wang Wenhan Yang Shijian Lu Yap-Peng Tan Alex C. Kot 63 41 0 28 Feb 2023
Attacks in Adversarial Machine Learning: A Systematic Survey from the Life-cycle Perspective Baoyuan Wu Zihao Zhu Li Liu Qingshan Liu Zhaofeng He Siwei Lyu AAML 44 21 0 19 Feb 2023
Distilling Cognitive Backdoor Patterns within an Image Hanxun Huang Xingjun Ma S. Erfani James Bailey AAML 26 24 0 26 Jan 2023
Enhancement attacks in biomedical machine learning M. Rosenblatt J. Dadashkarimi D. Scheinost AAML 19 4 0 05 Jan 2023
Look, Listen, and Attack: Backdoor Attacks Against Video Action Recognition Hasan Hammoud Shuming Liu Mohammad Alkhrashi Fahad Albalawi Bernard Ghanem AAML 32 8 0 03 Jan 2023
Membership Inference Attacks Against Semantic Segmentation Models Tomás Chobola Dmitrii Usynin Georgios Kaissis MIACV 24 6 0 02 Dec 2022
Invisible Backdoor Attack with Dynamic Triggers against Person Re-identification Wenli Sun Xinyang Jiang Shuguang Dou Dongsheng Li Duoqian Miao Cheng Deng Cairong Zhao AAML 22 8 0 20 Nov 2022
Backdoor Attacks for Remote Sensing Data with Wavelet Transform Nikolaus Drager Yonghao Xu Pedram Ghamisi AAML 23 13 0 15 Nov 2022
Secure and Trustworthy Artificial Intelligence-Extended Reality (AI-XR) for Metaverses Adnan Qayyum M. A. Butt Hassan Ali Muhammad Usman O. Halabi Ala I. Al-Fuqaha Q. Abbasi Muhammad Ali Imran Junaid Qadir 28 32 0 24 Oct 2022
Backdoor Attack and Defense in Federated Generative Adversarial Network-based Medical Image Synthesis Ruinan Jin Xiaoxiao Li FedML AAML MedIm 38 23 0 19 Oct 2022
Feather-Light Fourier Domain Adaptation in Magnetic Resonance Imaging Ivan Zakazov V. Shaposhnikov Iaroslav Bespalov Dmitry V. Dylov OOD 20 8 0 31 Jul 2022
BadHash: Invisible Backdoor Attacks against Deep Hashing with Clean Label Shengshan Hu Ziqi Zhou Yechao Zhang L. Zhang Yifeng Zheng Yuanyuan HE Hai Jin AAML 22 44 0 01 Jul 2022
Few-shot Backdoor Defense Using Shapley Estimation Jiyang Guan Zhuozhuo Tu Ran He Dacheng Tao AAML 26 53 0 30 Dec 2021
Check Your Other Door! Creating Backdoor Attacks in the Frequency Domain Hasan Hammoud Bernard Ghanem AAML 18 13 0 12 Sep 2021