PPA: Preference Profiling Attack Against Federated Learning

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PPA: Preference Profiling Attack Against Federated Learning

Network and Distributed System Security Symposium (NDSS), 2022

10 February 2022

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Papers citing "PPA: Preference Profiling Attack Against Federated Learning"

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Title
EC-LDA : Label Distribution Inference Attack against Federated Graph Learning with Embedding Compression Tong Cheng Fu Jie Xinpeng Ling Huifa Li Zhili Chen Haifeng Qian Junqing Gong AAML FedML 299 0 0 21 May 2025
Contribution Evaluation of Heterogeneous Participants in Federated Learning via Prototypical Representations Qi Guo Minghao Yao Zhen Tian Saiyu Qi Yong Qi Yun Lin Jin Song Dong 157 5 0 02 Jul 2024
Decaf: Data Distribution Decompose Attack against Federated Learning Zhiyang Dai Chunyi Zhou Anmin Fu 170 4 0 24 May 2024
Source Inference Attacks: Beyond Membership Inference Attacks in Federated LearningIEEE Transactions on Dependable and Secure Computing (IEEE TDSC), 2023 Hongsheng Hu Xuyun Zhang Z. Salcic Lichao Sun K. Choo Gillian Dobbie 138 25 0 30 Sep 2023
Vertical Federated Learning: Taxonomies, Threats, and Prospects Qun Li Chandra Thapa Lawrence Ong Yifeng Zheng Hua Ma S. Çamtepe Anmin Fu Yan Gao FedML 221 14 0 03 Feb 2023
MUD-PQFed: Towards Malicious User Detection in Privacy-Preserving Quantized Federated Learning Hua Ma Qun Li Yifeng Zheng Zhi Zhang Xiaoning Liu Yan Gao S. Al-Sarawi Derek Abbott FedML 185 3 0 19 Jul 2022
Binarizing Split Learning for Data Privacy Enhancement and Computation ReductionIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2022 Ngoc Duy Pham A. Abuadbba Yansong Gao K. Phan Naveen Chilamkurti 141 50 0 10 Jun 2022