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#siquan (13), huang (13), gao (12), and (12), ying (11), federated (9), link (9), paper (9), china (9), learning (8), ccf (8), chen (8), leyu (8), shi (8), technology (8), chong (7), ieee (6), jcr (6), security (6), 2026 (4), yijiang (4), the (4), 2023 (4), science (4), guangzhou (4), south (4), international (3), conference (3), computer (3), clustering (3), based (3), backdoor (3), attacks (3), 中科院1区top (3), 2025 (3), with (3), student (3), university (3), github (2), follow (2), backdoors (2), 2024 (2), systems (2), cybersecurity (2), 网络空间安全科学与技术 (2), transactions (2), information (2), enhancing (2), model (2), google (2), scholar (2), prize (2), progress (2), award (2), second (2), 2018 (2), high (2), school (2), 2022 (2), 华南理工大学 (2), prof (2), scut (2), powered, fork, site, last, updated, minimal, mistakes, academicpages, jekyll, feed, sitemap, multi, metrics, adaptively, identifies, proceedings, cvf, vision, iccv, guided, noise, eliminating, man, cybernetics, smc, differentially, private, framework, intelligent, connected, vehicles, yiqin, network, distributed, meets, approach, data, poisoning, mitigation, yanhong, fedcleanse, cleanse, system, wentian, cai, knowledge, kbs, scope, detecting, constrained, xingfu, yan, biao, wing, forensics, tifs, fedid, through, dynamic, identification, xiping, pattern, analysis, machine, intelligence, tpami, vulscc, image, vulnerability, detection, spp, cnn, code, large, language, zhibin, jian, hongyi, xie, hao, jin, yazhou, feddbp, prototype, dual, branch, features, personalized, global, fusion, ningzhi, acoustics, speech, signal, processing, icassp, complete, list, publications, can, found, selected, publication, 2023年中国爆破行业协会科学技术进步奖三等奖, third, blasting, industry, association, 2023年研究生国家奖学金, national, graduate, scholarship, 2025年中国科协青年科技人才培育工程博士生专项计划, doctoral, program, young, talents, cultivation, project, cast, 2025年广东省科技进步二等奖, guangdong, province, honors, awards, 2012, zhixin, 广州市执信中学, present, supervisor, education, currently, year, under, supervision, research, primarily, focuses, particular, emphasis, defenses, multimodal, about, orcid, email, univ, canton, phd, cse,
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siquan huang siquan huang siquan huang phd student cse scut follow canton china south china univ of technology email google scholar orcid github about me i am currently a second year ph d student in computer science and technology at south china university of technology scut under the supervision of prof ying gao my research primarily focuses on ai security with a particular emphasis on federated learning security multimodal model security and backdoor attacks defenses education ph d in computer science and technology 2022 present south china university of technology 华南理工大学 guangzhou china supervisor prof ying gao b s in information security 2018 2022 south china university of technology 华南理工大学 guangzhou china high school 2012 2018 guangzhou zhixin high school 广州市执信中学 guangzhou china honors awards second prize guangdong province s science and technology progress award 2025 2025年广东省科技进步二等奖 doctoral student program of the young s t talents cultivation project cast 2025 2025年中国科协青年科技人才培育工程博士生专项计划 national graduate scholarship 2023 2023年研究生国家奖学金 third prize science and technology progress award of china blasting industry association 2023 2023年中国爆破行业协会科学技术进步奖三等奖 selected publication complete list of publications can be found on google scholar 2026 feddbp enhancing federated prototype learning with dual branch features and personalized global fusion 2026 ieee international conference on acoustics speech and signal processing icassp ccf b ningzhi gao siquan huang leyu shi and ying gao link to paper vulscc image based vulnerability detection with spp cnn and code large language model cybersecurity 网络空间安全科学与技术 jcr q1 ccf b zhibin jian siquan huang hongyi xie ying gao hao jin leyu shi yazhou li link to paper 2025 fedid enhancing federated learning security through dynamic identification ieee transactions on pattern analysis and machine intelligence tpami jcr q1 中科院1区top ccf a siquan huang yijiang li chong chen ying gao xiping hu link to paper scope on detecting constrained backdoor attacks in federated learning ieee transactions on information forensics and security tifs jcr q1 中科院1区top ccf a siquan huang yijiang li xingfu yan ying gao chong chen leyu shi biao chen wing wy ng link to paper fedcleanse cleanse the backdoor attacks in federated learning system knowledge based systems kbs jcr q1 中科院1区top ccf c siquan huang yijiang li chong chen leyu shi wentian cai ying gao link to paper distributed clustering meets federated learning a clustering based approach to data poisoning mitigation cybersecurity 网络空间安全科学与技术 jcr q1 ccf b chong chen siquan huang leyu shi yanhong li ying gao link to paper 2024 differentially private federated clustering framework in intelligent connected vehicles ieee network jcr q1 chong chen siquan huang leyu shi ying gao yiqin lu link to paper gn guided noise eliminating backdoors in federated learning 2024 ieee international conference on systems man and cybernetics smc ccf c siquan huang ying gao chong chen leyu shi link to paper 2023 multi metrics adaptively identifies backdoors in federated learning proceedings of the ieee cvf international conference on computer vision iccv 2023 ccf a siquan huang yijiang li chong chen leyu shi ying gao link to paper sitemap follow github feed 2026 siquan huang powered by jekyll academicpages a fork of minimal mistakes site last updated 2026 06 21
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