Bin Wang 0062 - researchr alias

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Viewing Publication 1 - 31 from 31

2025

Finding the PISTE: Towards Understanding Privacy Leaks in Vertical Federated Learning SystemsXiangrui Xu 0001, Wei Wang 0012, Zheng Chen, Bin Wang 0062, Chao Li 0023, Li Duan, Zhen Han 0001, Yufei Han. tdsc, 22(2):1537-1550, March - April 2025. [doi]

VFLMonitor: Defending One-Party Hijacking Attacks in Vertical Federated LearningXiangrui Xu 0001, Yiwen Zhao, Yufei Han 0001, Yongsheng Zhu, Zhen Han 0001, Guangquan Xu, Bin Wang 0062, Shouling Ji, Wei Wang 0012. tifs, 20:4828-4843, 2025. [doi]

Enhancing Privacy in Distributed Intelligent Vehicles With Information Bottleneck TheoryXiangrui Xu 0001, Pengrui Liu, Yiwen Zhao, Lei Han, Wei Wang 0012, Yongsheng Zhu, Chongzhen Zhang, Bin Wang 0062, Jian Shen 0001, Zhen Han 0001. iotj, 12(5):4914-4921, March 2025. [doi]

FairReward: Towards Fair Reward Distribution Using Equity Theory in Blockchain-Based Federated LearningGuorong Chen, Chao Li 0023, Wei Wang 0012, Li Duan, Bin Wang 0062, Zhen Han 0001, Xiangliang Zhang 0001. tdsc, 22(2):1612-1626, March - April 2025. [doi]

Two-in-One Solution: Simultaneously Enhancing Security and Privacy for Data-Driven Models in Mobile Edge ComputingPengrui Liu, Xiaohan Yuan, Wei Wang 0012, Xiangrui Xu 0001, Tao Li 0022, Junyong Wang, Bin Wang 0062, Witold Pedrycz. tce, 71(2):6539-6547, May 2025. [doi]

Multi-stage feature fusion network for polyp segmentationGuangzu Lv, Bin Wang 0062, Cunlu Xu, Weiping Ding 0001, Jun Liu 0001. asc, 175:113034, 2025. [doi]

CoBA: Collusive Backdoor Attacks With Optimized Trigger to Federated LearningXiaoting Lyu, Yufei Han, Wei Wang 0012, Jingkai Liu, Bin Wang 0062, Kai Chen 0012, Yidong Li, Jiqiang Liu, Xiangliang Zhang 0001. tdsc, 22(2):1506-1518, March - April 2025. [doi]

Unveiling the veil: high-frequency components as the key to understanding medical DNNs' vulnerability to adversarial examplesYaguan Qian, Renhui Tao, Huabin Du, Bin Wang 0062. cybersec, 8(1):21, December 2025. [doi]

Enhancing robustness of backdoor attacks on real-world object detection systemsYaguan Qian, Boyuan Ji, Zejie Lian, Renhui Tao, Yaxin Kong, Bin Wang 0062, Wei Wang 0012. jcs, 33(4):262-280, 2025. [doi]

F$^{2}$2AT: Feature-Focusing Adversarial Training via Disentanglement of Natural and Perturbed PatternsYaguan Qian, Chenyu Zhao, Zhaoquan Gu, Bin Wang 0062, Shouling Ji, Wei Wang 0012, Yanchun Zhang. tkde, 37(9):5201-5213, September 2025. [doi]

Evading backdoor defenses: Concealing genuine backdoors through scapegoat strategyYaguan Qian, Zejie Lian, Yiming Li, Wei Wang 0012, Zhaoquan Gu, Bin Wang 0062, Yanchun Zhang. compsec, 150:104225, 2025. [doi]

A Proactive Defense Against Model Poisoning Attacks in Federated LearningHaonan Yan, Chengbo Zheng, Qian Chen 0032, Xiaoguang Li, Bin Wang 0062, Hui Li 0006, Xiaodong Lin 0001. tdsc, 22(4):3529-3543, July - August 2025. [doi]

DMRP: Privacy-Preserving Deep Learning Model with Dynamic Masking and Random PermutationChongzhen Zhang, Zhiwang Hu, Xiangrui Xu 0001, Yong Liu, Bin Wang 0062, Jian Shen, Tao Li 0022, Yu Huang, Baigen Cai, Wei Wang 0012. istr, 89:103987, 2025. [doi]

Evolutionary Game-Based Adaptive DT Association and Transfer for Wireless Computing Power NetworksYadong Zhang, Peng Wang, Qubeijian Wang, Haibin Zhang, Lexi Xu, Wen Sun 0004, Bin Wang 0062. tgcn, 9(2):670-683, June 2025. [doi]

Adversarial training via multi-guidance and historical memory enhancementChenyu Zhao, Yaguan Qian, Bin Wang 0062, Zhaoquan Gu, Shouling Ji, Wei Wang 0012, Yanchun Zhang. ijon, 619:129124, 2025. [doi]

2024

A Wolf in Sheep's Clothing: Practical Black-box Adversarial Attacks for Evading Learning-based Windows Malware Detection in the WildXiang Ling 0001, Zhiyu Wu, Bin Wang 0062, Wei Deng, JingZheng Wu, Shouling Ji, Tianyue Luo, Yanjun Wu. uss 2024: [doi]

Dr. Defender: Proactive Detection of Autopilot Drones Based on CSIJiangyi Deng, Xiaoyu Ji 0001, Beibei Wang 0001, Bin Wang 0062, Wenyuan Xu 0001. tifs, 19:194-206, 2024. [doi]

Model-Driven Channel Extrapolation for Massive Fluid AntennaGuo Li, Haibin Zhang, Chengcai Wang, Bin Wang 0062. icc 2024: 1146-1151 [doi]

Robust filter pruning guided by deep frequency-features for edge intelligenceYaguan Qian, Wenzhuo Huang, Qinqin Yu, Tengteng Yao, Xiang Ling 0001, Bin Wang 0062, Zhaoquan Gu, Yanchun Zhang. ijon, 610:128586, 2024. [doi]

Developing Hessian-free second-order adversarial examples for adversarial trainingYaguan Qian, Liangjian Zhang, Yuqi Wang, Boyuan Ji, Tengteng Yao, Bin Wang 0062. amcs, 34(3), 2024. [doi]

Enhancing Transferability of Adversarial Examples Through Mixed-Frequency InputsYaguan Qian, Kecheng Chen, Bin Wang 0062, Zhaoquan Gu, Shouling Ji, Wei Wang 0012, Yanchun Zhang. tifs, 19:7633-7645, 2024. [doi]

Hierarchical Threshold Pruning Based on Uniform Response CriterionYaguan Qian, Zhiqiang He, Yuqi Wang, Bin Wang 0062, Xiang Ling 0001, Zhaoquan Gu, Haijiang Wang, Shaoning Zeng, Wassim Swaileh. tnn, 35(8):10869-10881, August 2024. [doi]

Contract Theory Based Incentive Mechanism for Clustered Vehicular Federated LearningSiyang Wang, Haitao Zhao 0004, Wanli Wen, Wenchao Xia, Bin Wang 0062, Hongbo Zhu 0002. tits, 25(7):8134-8147, July 2024. [doi]

Neighbor-Enhanced Representation Learning for Link Prediction in Dynamic Heterogeneous Attributed NetworksXiangyu Wei, Wei Wang 0012, Chongsheng Zhang, Weiping Ding 0001, Bin Wang 0062, Yaguan Qian, Zhen Han, Chunhua Su. tkdd, 18(8), September 2024. [doi]

CODER: Protecting Privacy in Image Retrieval With Differential PrivacyHaonan Yan, Xiaoguang Li, Wenjing Zhang, Qian Chen 0032, Bin Wang 0062, Hui Li 0006, Xiaodong Lin 0001. tdsc, 21(6):5420-5430, November - December 2024. [doi]

FedComm: A Privacy-Enhanced and Efficient Authentication Protocol for Federated Learning in Vehicular Ad-Hoc NetworksXiaohan Yuan, Jiqiang Liu, Bin Wang 0062, Wei Wang 0012, Bin Wang, Tao Li 0022, Xiaobo Ma, Witold Pedrycz. tifs, 19:777-792, 2024. [doi]

Adaptive Digital Twin Placement and Transfer in Wireless Computing Power NetworkYadong Zhang, Haibin Zhang, Yunlong Lu, Wen Sun 0004, Lan Wei, Yan Zhang 0002, Bin Wang 0062. iotj, 11(6):10924-10936, March 2024. [doi]

2023

CGIR: Conditional Generative Instance Reconstruction Attacks Against Federated LearningXiangrui Xu 0001, Pengrui Liu, Wei Wang 0012, Hongliang Ma, Bin Wang 0062, Zhen Han, Yufei Han. tdsc, 20(6):4551-4563, November - December 2023. [doi]

Adversarial training in logit space against tiny perturbationsXiaohui Guan, Qiqi Shao, Yaguan Qian, Tengteng Yao, Bin Wang 0062. mms, 29(6):3277-3290, December 2023. [doi]

Towards desirable decision boundary by Moderate-Margin Adversarial TrainingXiaoyu Liang, Yaguan Qian, Jianchang Huang, Xiang Ling 0001, Bin Wang 0062, Chunming Wu 0001, Wassim Swaileh. prl, 173:30-37, September 2023. [doi]

Object-free backdoor attack and defense on semantic segmentationJiaoze Mao, Yaguan Qian, Jianchang Huang, Zejie Lian, Renhui Tao, Bin Wang 0062, Wei Wang 0012, Tengteng Yao. compsec, 132:103365, September 2023. [doi]

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