UAP4MA: Leveraging Multi-Agent Bandits to Generate Universal Adversarial Perturbations for Malware Attribution.

Yuxia Sun

Yuxia Sun Hengfeng Hu Yepang Liu 0001 Haocheng Liang Shiqi Chen Zhiquan Liu 0001 Jianfeng Ma 0001 UAP4MA: Leveraging Multi-Agent Bandits to Generate Universal Adversarial Perturbations for Malware Attribution. 2026 July - August 8985-8997 23 IEEE Trans. Dependable Secur. Comput. 4 https://doi.org/10.1109/TDSC.2026.3689685 db/journals/tdsc/tdsc23.html#SunHLLCLM26 streams/journals/tdsc

Yuxia Sun Shiqi Chen Song Lin Aoxiang Sun Saiqin Long Zhetao Li $MGAP^{3}$MGAP3: Malware Group Attribution Based on PerceiverIO and Polytype Pre-Training. 1024-1039 2025 March - April 22 IEEE Trans. Dependable Secur. Comput. 2 https://doi.org/10.1109/TDSC.2024.3418958 db/journals/tdsc/tdsc22.html#SunCLSLL25 streams/journals/tdsc

Kun Cao 0001 Yangguang Cui Rui Xu 0013 Yuxia Sun Zhiquan Liu 0001 Chaohong Tan Personalized Federated Learning for Green Industrial IoT. 6114-6125 2025 August 21 IEEE Trans. Ind. Informatics 8 https://doi.org/10.1109/TII.2025.3558340 db/journals/tii/tii21.html#CaoCXSLT25 streams/journals/tii

Yuxia Sun Siyi Pan Aoxiang Sun Zhixiao Fu Saiqin Long Zhetao Li FedLFP: Communication-Efficient Personalized Federated Learning on Non-IID Data in Mobile Edge Computing Environments. 8811-8823 2025 September 24 IEEE Trans. Mob. Comput. 9 https://doi.org/10.1109/TMC.2025.3558406 db/journals/tmc/tmc24.html#SunPSFLL25 streams/journals/tmc

Jingcai Guo Han Wang Yuanyuan Xu 0004 Wenchao Xu 0001 Yufeng Zhan Yuxia Sun Song Guo 0001 Multimodal Dual-Embedding Networks for Malware Open-Set Recognition. 4545-4559 2025 March 36 IEEE Trans. Neural Networks Learn. Syst. 3 https://doi.org/10.1109/TNNLS.2024.3373809 db/journals/tnn/tnn36.html#GuoWXXZSG25 streams/journals/tnn

Yuxia Sun Aoxiang Sun Siyi Pan Zhixiao Fu Jingcai Guo FedAPA: Server-side Gradient-Based Adaptive Personalized Aggregation for Federated Learning on Heterogeneous Data. 6219-6226 2025 IJCAI https://doi.org/10.24963/ijcai.2025/692 conf/ijcai/2025 db/conf/ijcai/ijcai2025.html#SunSPFG25 Yuxia Sun Huihong Chen Zhixiao Fu Wenjian Lv Zitao Liu 0001 Haolin Liu 0001 WasmGuard: Enhancing Web Security through Robust Raw-Binary Detection of WebAssembly Malware. 1942-1950 2025 WWW https://doi.org/10.1145/3696410.3714696 conf/www/2025 db/conf/www/www2025.html#SunCFL0L25

Yuxia Sun Aoxiang Sun Siyi Pan Zhixiao Fu Jingcai Guo FedAPA: Server-side Gradient-Based Adaptive Personalized Aggregation for Federated Learning on Heterogeneous Data. 2025 February abs/2502.07456 CoRR https://doi.org/10.48550/arXiv.2502.07456 db/journals/corr/corr2502.html#abs-2502-07456 streams/journals/corr

Yuxia Sun Huihong Chen Jingcai Guo Aoxiang Sun Zhetao Li Haolin Liu 0001 RoMA: Robust Malware Attribution via Byte-level Adversarial Training with Global Perturbations and Adversarial Consistency Regularization. 2025 February abs/2502.07492 CoRR https://doi.org/10.48550/arXiv.2502.07492 db/journals/corr/corr2502.html#abs-2502-07492 streams/journals/corr

Yuxia Sun Siyi Pan Yang Yang Ziying Huo Yuqin Hong LIFT: Discriminant Classification Approach of Malware Family on Time Consistent Open Set. 37-49 2024 ICIC (LNAI 1) https://doi.org/10.1007/978-981-97-5663-6_4 conf/icic/2024-lnai1 db/conf/icic/icic2024-lnai1.html#SunPYHH24 streams/conf/icic

Yuxia Sun Jiefeng Fang Yanjia Chen Yepang Liu 0001 Zhao Chen Song Guo 0001 Xinkai Chen Ziyuan Tan Energy inefficiency diagnosis for Android applications: a literature review. 171201 2023 17 Frontiers Comput. Sci. 1 https://doi.org/10.1007/s11704-021-0532-4 db/journals/fcsc/fcsc17.html#SunFCLCGCT23

Jingcai Guo Song Guo 0001 Shiheng Ma Yuxia Sun Yuanyuan Xu 0004 Conservative Novelty Synthesizing Network for Malware Recognition in an Open-Set Scenario. 662-676 2023 February 34 IEEE Trans. Neural Networks Learn. Syst. 2 https://doi.org/10.1109/TNNLS.2021.3099122 db/journals/tnn/tnn34.html#GuoGMSX23

Chenyang Wang 0001 Ruibin Li Xiaofei Wang 0001 Tarik Taleb Song Guo 0001 Yuxia Sun Victor C. M. Leung Heterogeneous Edge Caching Based on Actor-Critic Learning With Attention Mechanism Aiding. 3409-3420 2023 November - December 10 IEEE Trans. Netw. Sci. Eng. 6 https://doi.org/10.1109/TNSE.2023.3260882 db/journals/tnse/tnse10.html#WangLWTGSL23

Siyi Pan Aoxiang Sun Yingmei Xu Zhuoqian Liang Yuxia Sun Generation of Adversarial Malware Based on Genetic Algorithm and Instruction Replacement. 936-942 2023 CNIOT https://doi.org/10.1145/3603781.3604217 conf/cniot/2023 db/conf/cniot/cniot2023.html#PanSXLS23

Jingcai Guo Song Guo 0001 Shiheng Ma Yuxia Sun Yuanyuan Xu 0004 CNS-Net: Conservative Novelty Synthesizing Network for Malware Recognition in an Open-set Scenario. 2023 abs/2305.01236 CoRR https://doi.org/10.48550/arXiv.2305.01236 db/journals/corr/corr2305.html#abs-2305-01236

Jingcai Guo Yuanyuan Xu 0004 Wenchao Xu 0001 Yufeng Zhan Yuxia Sun Song Guo 0001 MDENet: Multi-modal Dual-embedding Networks for Malware Open-set Recognition. 2023 abs/2305.01245 CoRR https://doi.org/10.48550/arXiv.2305.01245 db/journals/corr/corr2305.html#abs-2305-01245

Ziming Yang Yuxia Sun Qingxuan Kuang Question answering model based on machine reading comprehension with knowledge enhancement and answer verification. 2022 34 Concurr. Comput. Pract. Exp. 12 https://doi.org/10.1002/cpe.5828 db/journals/concurrency/concurrency34.html#YangSK22

Yuxia Sun Ronghua Fu IKP-CDIO: exploration and practice on teaching framework of embedding ideological education into engineering curriculum. 185-190 2021 ICEEL https://doi.org/10.1145/3502434.3502455 conf/iceel/2021 db/conf/iceel/iceel2021.html#SunF21

Yuxia Sun Song Guo 0001 Shing-Chi Cheung Yong Tang 0001 Analyzing and Disentangling Interleaved Interrupt-Driven IoT Programs. 5376-5386 2019 6 IEEE Internet Things J. 3 https://doi.org/10.1109/JIOT.2019.2900769 db/journals/iotj/iotj6.html#SunGCT19

Yuxia Sun Shing-Chi Cheung Song Guo 0001 Ming Cheng Disclosing and Locating Concurrency Bugs of Interrupt-Driven IoT Programs. 8945-8957 2019 6 IEEE Internet Things J. 5 https://doi.org/10.1109/JIOT.2019.2925291 https://www.wikidata.org/entity/Q114086165 db/journals/iotj/iotj6.html#SunCGC19

Yuxia Sun Junxian Chen Yong Tang 0001 Yanjia Chen Energy Modeling of IoT Mobile Terminals on WiFi Environmental Impacts. 1728 2018 18 Sensors 6 https://doi.org/10.3390/s18061728 https://www.wikidata.org/entity/Q55399575 db/journals/sensors/sensors18.html#SunCTC18

Yuxia Sun Song Guo 0001 Shing-Chi Cheung Yong Tang 0001 Analyzing and Disentangling Interleaved Interrupt-driven IoT Programs. 2018 abs/1810.05789 CoRR http://arxiv.org/abs/1810.05789 db/journals/corr/corr1810.html#abs-1810-05789

Yuxia Sun Dan Liu Cryptanalysis on a Secret-Sharing Based Conditional Proxy Re-Encryption Scheme. 209-215 2017 22 Mob. Networks Appl. 2 https://doi.org/10.1007/s11036-016-0760-2 https://www.wikidata.org/entity/Q123242036 db/journals/monet/monet22.html#SunL17

Xin Dong Lei Yu Zhonghuo Wu Yuxia Sun Lingfeng Yuan Fangxi Zhang A Hybrid Collaborative Filtering Model with Deep Structure for Recommender Systems. 1309-1315 2017 AAAI https://doi.org/10.1609/aaai.v31i1.10747 conf/aaai/2017 db/conf/aaai/aaai2017.html#DongYWSYZ17 Bo Peng Guohua Chen Yong Tang 0001 Saimei Sun Yuxia Sun Semantic Navigation of Keyword Search Based on Knowledge Graph. 189-192 2017 ChineseCSCW https://doi.org/10.1145/3127404.3127437 conf/ccscw/2017 db/conf/ccscw/ccscw2017.html#PengCTSS17 Yuxia Sun Junxian Chen Yong Tang 0001 Modeling the Impacts of WiFi Signals on Energy Consumption of Smartphones. 88-97 2017 CollaborateCom https://doi.org/10.1007/978-3-030-00916-8_9 conf/colcom/2017 db/conf/colcom/colcom2017.html#SunCT17 Yuxia Sun Yunlong Xie Zhi Qiu Yuchang Pan Jian Weng 0001 Song Guo 0001 Detecting Android Malware Based on Extreme Learning Machine. 47-53 2017 DASC/PiCom/DataCom/CyberSciTech https://doi.org/10.1109/DASC-PICom-DataCom-CyberSciTec.2017.24 https://doi.ieeecomputersociety.org/10.1109/DASC-PICom-DataCom-CyberSciTec.2017.24 conf/dasc/2017 db/conf/dasc/dasc2017.html#SunXQPWG17

Enxing Zheng Ranran Liu Yifeng Jiang 0003 Yuxia Sun FuYin Ni Stochastic gradient identification for Hammerstein systems with non-uniformly sampling. 2016 31 Comput. Syst. Sci. Eng. 6 db/journals/csse/csse31.html#ZhengLJSN16

Yanzhu Liu Zhi Li Yuxia Sun Distributed Authentication in the Cloud Computing Environment. 810-818 2015 ICA3PP (Workshops and Symposiums) https://doi.org/10.1007/978-3-319-27161-3_74 conf/ica3pp/2015w db/conf/ica3pp/ica3pp2015w.html#LiuLS15

Xiaohua Qiao Yuxia Sun Hongqin Zhang Yaping Xu Simulation of Improved Fourth-Order Colpitts Oscillator. 93-97 2013 9 Int. J. Online Eng. 3 https://doi.org/10.3991/ijoe.v9i3.2830 db/journals/ijoe/ijoe9.html#QiaoSZX13

Yuxia Sun Yajie Wang Fei Li Pattern matching and Monte-Carlo simulation mechanism for the game of NoGo. 61-64 2012 CCIS https://doi.org/10.1109/CCIS.2012.6664368 conf/ccis/2012 db/conf/ccis/ccis2012.html#SunWL12 Kun Cao 0001 Guohua Chen Huihong Chen Junxian Chen Shiqi Chen Xinkai Chen Yanjia Chen Zhao Chen Ming Cheng Shing-Chi Cheung Yangguang Cui Xin Dong Jiefeng Fang Ronghua Fu Zhixiao Fu Jingcai Guo Song Guo 0001 Yuqin Hong Hengfeng Hu Ziying Huo Yifeng Jiang 0003 Qingxuan Kuang Victor C. M. Leung Fei Li Ruibin Li Zhetao Li Zhi Li Haocheng Liang Zhuoqian Liang Song Lin Dan Liu Haolin Liu 0001 Ranran Liu Yanzhu Liu Yepang Liu 0001 Zhiquan Liu 0001 Zitao Liu 0001 Saiqin Long Wenjian Lv Jianfeng Ma 0001 Shiheng Ma FuYin Ni Siyi Pan Yuchang Pan Bo Peng Xiaohua Qiao Zhi Qiu Aoxiang Sun Saimei Sun Tarik Taleb Chaohong Tan Ziyuan Tan Yong Tang 0001 Chenyang Wang 0001 Han Wang Xiaofei Wang 0001 Yajie Wang Jian Weng 0001 Zhonghuo Wu Yunlong Xie Rui Xu 0013 Wenchao Xu 0001 Yaping Xu Yingmei Xu Yuanyuan Xu 0004 Yang Yang Zimin (Max) YangZiming Yang Lei Yu Lingfeng Yuan Yufeng Zhan Fangxi Zhang Hongqin Zhang Enxing Zheng