Dispersed Pixel Perturbation-based Imperceptible Backdoor Trigger for
Image Classifier Models

Dispersed Pixel Perturbation-based Imperceptible Backdoor Trigger for Image Classifier Models

IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2022

19 August 2022

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Papers citing "Dispersed Pixel Perturbation-based Imperceptible Backdoor Trigger for Image Classifier Models"

8 / 8 papers shown

Title
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 248 1 0 06 Nov 2024
Texture Re-scalable Universal Adversarial PerturbationIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2024 Yihao Huang Qing Guo Felix Juefei-Xu Ming Hu Yang Liu Simeng Qin Geguang Pu Yang Liu AAML 238 10 0 10 Jun 2024
Beyond Traditional Threats: A Persistent Backdoor Attack on Federated Learning Tao Liu Yuhang Zhang Zhu Feng Zhiqin Yang Chen Xu Dapeng Man Wu Yang FedML AAML 210 27 0 26 Apr 2024
WPDA: Frequency-based Backdoor Attack with Wavelet Packet DecompositionNeural Networks (NN), 2024 Zhengyao Song Yongqiang Li Danni Yuan Li Liu Shaokui Wei Baoyuan Wu AAML 249 4 0 24 Jan 2024
Data and Model Poisoning Backdoor Attacks on Wireless Federated Learning, and the Defense Mechanisms: A Comprehensive SurveyIEEE Communications Surveys and Tutorials (COMST), 2023 Yichen Wan Youyang Qu Wei Ni Yong Xiang Longxiang Gao Ekram Hossain AAML 222 70 0 14 Dec 2023
Towards Sample-specific Backdoor Attack with Clean Labels via Attribute TriggerIEEE Transactions on Dependable and Secure Computing (IEEE TDSC), 2023 Yiming Li Mingyan Zhu Junfeng Guo Tao Wei Shu-Tao Xia Zhan Qin AAML 252 5 0 03 Dec 2023
Over-The-Air Federated Learning: Status Quo, Open Challenges, and Future DirectionsFundamental Research (FR), 2023 Bingnan Xiao Xichen Yu Wei Ni Xin Wang H. Vincent Poor 166 29 0 03 Jul 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 373 32 0 19 Feb 2023