刘西蒙-5657威尼斯

 刘西蒙-5657威尼斯
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刘西蒙

来源:     发布日期:2024-02-19    浏览次数:

 

                 

*****24年招生*****

本人2024年硕士研究生招生7名,学硕2名,专硕5名,需要计算机相关背景,动手能力、编程能力、数学基础能力(三者之一)较强即可,本课题组与清华大学、北京大学、中科院自动化所、澳门城市大学等高校导师进行联培,双导师共同指导,研一即可进入实验室进行学习,课题组实验室设备充足,欢迎各位同学通过邮箱snbnix@gmail.com 进行自荐,位置先到先得:)相关本科生如果需要进行设备(rtx 3090, v100 等)使用也请通过邮箱联系。

办公室 数计学院2号楼408

电子邮件 snbnix@gmail.com

*****个人简介*****

刘西蒙,男,博士,研究员,博士生导师担任网络与信息系统安全福建省高校重点实验室主任,工业领域数据保护与安全测评工业和信息化部重点实验室青工委主任获批福建省“闽江学者”特聘教授,福建省“雏鹰计划”青年拔尖人才,福建省“百千万人才工程”省级人选,福州大学“旗山学者”奖励支持计划。在ieee s&p’2024(ccf a,安全四大),usenix security 2024(ccf a,安全四大), ieee tifs(ccf a)、ieee tdsc(ccf a)、ieee tmc(ccf a)、ieee infocom 2020/2022/2023(ccf a)、iccv 2023、aaai 2023(ccf a)、asiacrypt 2020(三大密码会之一)等顶级期刊和会议发表论文 100 余篇,出版中文专著 1 部(入选国之重器系列图书),教材 1 部,谷歌学术被引用11535次,h因子57。研究成果获福建省“杰出青年”自然科学基金项目9篇论文入选 esi 高被引论文,单篇论文谷歌引用超过400次,获得安全计算领域顶级会议 ieee dsc 最佳论文奖、ml4cs 2022 最佳论文奖、eai mobimedia 2021 最佳学生论文奖、fcs 2019 国际会议最佳论文奖候选人荣获 acm sigsac 中国新星奖,2022全球前2%顶尖科学家榜单,2022中国top1000计算机科学家,获得贵州省自然科学二等奖、中国铁道学会科学技术二等奖、福建省自然科学三等奖,获批国家自然科学基金重点项目和科技部重点研发项目子课题负责人,拥有 15 项发明专利授权,包括 1 项美国专利。担任知名 sci 一区期刊《ieee transactions on industrial informatics》,通信安全领域知名期刊《transactions on emerging telecommunications technologies》的客座编辑、知名国际会议 eai mobimedia 2021出版与宣传主席,通信领域sci期刊telecommunication systems副主编,《通信学报》(中国科技期刊卓越行动计划入选期刊)、《网络与信息安全学报》2022年度优秀编委,并担任网络与信息系统安全福建省高校重点实验室主任,acm厦门分会副秘书长,中国中文信息学会大数据安全与隐私计算专委会委员,csiam区块链专委会委员,福建省工信厅工业数据安全产业发展专家组专家,福州市科创走廊首席科技创新顾问,福州市火炬创业导师。

学习经历

1.2010年6月毕业于西安电子科技大学,获得工学学士学位,专业为信息论。

2.2015年3月毕业于西安电子科技大学,获得军事学博士学位,专业为公钥密码学,导师: 马建峰教授 (长江学者特聘教授)。

3.2018年9月,作为福建省引进人才进入福州大学数学与计算机学院承担教学与科研工作。

4.2014年至2018年在新加坡管理大学做博士后研究,导师: robert h. deng (ieee fellow)。

5.2013年至2014年在新加坡南洋理工大学做访问交换生,导师: rongxing lu。

获奖经历

1、福建省“闽江学者”特聘教授荣誉称号 (2019-2025).

2、福建省“雏鹰计划”青年拔尖人才荣誉称号 (2021-).

3、福建省“杰出青年”自然科学基金获得者 (2021-).

4、福建省“百千万人才工程”省级人选 (2021-).

5、福州大学“旗山学者”荣誉称号 (2019-2022).

6、福建省高层次人才(c 类) (2021-).

7、福建省自然科学三等奖 (非受控环境下数据安全共享理论与方法,2022,1/5).

8、贵州省自然科学二等奖 (物联网数据安全与隐私保护关键理论与技术,2022,3/5).

9、2023年产学研合作创新成果奖(云数据安全治理关键技术及应用,2023,1/5).

10、中国铁道学会科学技术二等奖 (面向多模态群智感知触网施工同步智能检测关键技术及应用,2022,5/20).

11、acm sigsac china 新星奖 (2018).

12、bdpc 2024 最佳论文奖 (best paper award).

13、2023 ieee cybermatics congress 杰出论文奖 (outstanding paper award).

14、ieee dsc 2022 最佳论文奖 (best paper award).

15、eai mobimedia 2022 最佳论文奖 (best paper award).

16、ml4cs 2022 国际会议最佳论文奖 (best paper award).

17、eai mobimedia 2021 最佳学生论文 (best student paper award).

18、fcs 2019 国际会议最佳论文奖 (best paper award).

19、福建省计算机学会2021年学术年会论文一等奖.

20、《通信学报》优秀编委 (2023).

21、福建省第八届大学生网络空间安全技能竞赛优秀指导教师奖 (2021).

22、福建省社会主义学院优秀学员干部 (2020).

近年发表的主要论文

论文完整版请搜索: https://dblp.uni-trier.de/pid/134/3945.html

2024

[1]  qi wang, jianjun chen, zheyu jiang, run guo, ximeng liu, chao zhang, haixin duan: break the wall from bottom: automated discovery of protocol-level evasion vulnerabilities in web application firewalls, to appear in ieee security & privacy 2023 (ieee s&p’24), san francisco, ca, may 2024 [ccf-a会议, 安全big 4]

[2]  zongyang zhang, weihan li, yanpei guo, kexin shi, sherman s.m. chow, ximeng liu, jin dong: one-to-many multivariate polynomial commitment from fast reed-solomon iops and its application to asynchronous verifiable secret sharing. to appear in usenix security 2024.  [ccf-a 类会议, 安全big 4]

[3] feng li, jianfeng ma, yinbin miao, ximeng liu, jianting ning, robert h. deng: a survey on searchable symmetric encryption. acm comput. surv. 56(5): 119:1-119:42 (2024)

[4] jianping cai, ximeng liu, jiayin li, kim-kwang raymond choo: differentially private non-negative consistent release for large-scale hierarchical trees. ieee trans. dependable secur. comput. 21(1): 388-402 (2024) [ccf-a 类期刊]

[5] zekai chen, shengxing yu, mingyuan fan, ximeng liu, robert h. deng: privacy-enhancing and robust backdoor defense for federated learning on heterogeneous data. ieee trans. inf. forensics secur. 19: 693-707 (2024)  [ccf-a 类期刊]

[6] chuan zhang, haojun xuan, tong wu, ximeng liu, guomin yang, liehuang zhu: blockchain-based dynamic time-encapsulated data auditing for outsourcing storage. ieee trans. inf. forensics secur. 19: 1979-1993 (2024) [ccf-a 类期刊]

[7]  qiuyun tong, xinghua li, yinbin miao, yunwei wang, ximeng liu, robert h. deng: beyond result verification: efficient privacy-preserving spatial keyword query with suppressed leakage. ieee trans. inf. forensics secur. 19: 2746-2760 (2024) [ccf-a 类期刊]

2023年

[1] yuchao wang, yanguo peng, ximeng liu, zuobin ying, jiangtao cui, dongyao niu, xiaofang xia: achain: a sql-empowered analytical blockchain as a database. ieee trans. computers 72(11): 3099-3112 (2023)[ccf-a 类期刊]

[2] hongbin zhuang, xiao-yan li, jou-ming chang, cheng-kuan lin, ximeng liu: embedding hamiltonian paths in $k$-ary $n$-cubes with exponentially-many faulty edges. ieee trans. computers 72(11): 3245-3258 (2023) [ccf-a 类期刊]

[3] ke cheng, ning xi, ximeng liu, xinghui zhu, haichang gao, zhiwei zhang, yulong shen: private inference for deep neural networks: a secure, adaptive, and efficient realization. ieee trans. computers 72(12): 3519-3531 (2023) [ccf-a 类期刊]

[4] xuru li, daojing he, yun gao, ximeng liu, sammy chan, manghan pan, kim-kwang raymond choo: light: lightweight authentication for intra embedded integrated electronic systems. ieee trans. dependable secur. comput. 20(2): 1088-1103 (2023) [ccf-a 类期刊]

[5] xindi ma, qi jiang, ximeng liu, qingqi pei, jianfeng ma, wenjing lou: learning in your "pocket": secure collaborative deep learning with membership privacy. ieee trans. dependable secur. comput. 20(3): 2641-2656 (2023) [ccf-a 类期刊]

[6] zhuo ma, yang liu, ximeng liu, jian liu, jianfeng ma, kui ren: learn to forget: machine unlearning via neuron masking. ieee trans. dependable secur. comput. 20(4): 3194-3207 (2023) [ccf-a 类期刊]

[7] xiangyu wang, jianfeng ma, ximeng liu, yinbin miao, yang liu, robert h. deng:forward/backward and content private dsse for spatial keyword queries. ieee trans. dependable secur. comput. 20(4): 3358-3370 (2023) [ccf-a 类期刊]

[8] di lu, minqiang shi, xindi ma, ximeng liu, rui guo, tianfang zheng, yulong shen, xuewen dong, jianfeng ma: smaug: a tee-assisted secured sqlite for embedded systems. ieee trans. dependable secur. comput. 20(5): 3617-3635 (2023) [ccf-a 类期刊]

[9] chuan zhang, chenfei hu, tong wu, liehuang zhu, ximeng liu: achieving efficient and privacy-preserving neural network training and prediction in cloud environments. ieee trans. dependable secur. comput. 20(5): 4245-4257 (2023) [ccf-a 类期刊]

[10] zhuo ma, xinjing liu, yang liu, ximeng liu, zhan qin, kui ren: divtheft: an ensemble model stealing attack by divide-and-conquer. ieee trans. dependable secur. comput. 20(6): 4810-4822 (2023) [ccf-a 类期刊]

[11] zhuoran ma, jianfeng ma, yinbin miao, ximeng liu, wei zheng, kim-kwang raymond choo, robert h. deng: verifytl: secure and verifiable collaborative transfer learning. ieee trans. dependable secur. comput. 20(6): 5087-5101 (2023) [ccf-a 类期刊]

[12] jia-li yin, bin chen, wanqing zhu, bo-hao chen, ximeng liu:push stricter to decide better: a class-conditional feature adaptive framework for improving adversarial robustness. ieee trans. inf. forensics secur. 18: 2119-2131 (2023) [ccf-a 类期刊]

[13] chenfei hu, chuan zhang, dian lei, tong wu, ximeng liu, liehuang zhu: achieving privacy-preserving and verifiable support vector machine training in the cloud. ieee trans. inf. forensics secur. 18: 3476-3491 (2023) [ccf-a 类期刊]

[14] xiaoqin feng, jianfeng ma, huaxiong wang, yinbin miao, ximeng liu, zhongyuan jiang: an accessional signature scheme with unmalleable transaction implementation to securely redeem cryptocurrencies. ieee trans. inf. forensics secur. 18: 4144-4156 (2023) [ccf-a 类期刊]

[15] haotian liang, youqi li, chuan zhang, ximeng liu, liehuang zhu: egia: an external gradient inversion attack in federated learning. ieee trans. inf. forensics secur. 18: 4984-4995 (2023) [ccf-a 类期刊]

[16] bowen zhao, xiaoguo li, ximeng liu, qingqi pei, yingjiu li, robert h. deng: crowdfa: a privacy-preserving mobile crowdsensing paradigm via federated analytics. ieee trans. inf. forensics secur. 18: 5416-5430 (2023) [ccf-a 类期刊]

[17] qiuyun tong, xinghua li, yinbin miao, ximeng liu, jian weng, robert h. deng: privacy-preserving boolean range query with temporal access control in mobile computing. ieee trans. knowl. data eng. 35(5): 5159-5172 (2023) [ccf-a 类期刊]

[18] qiuyun tong, yinbin miao, jian weng, ximeng liu, kim-kwang raymond choo, robert h. deng: verifiable fuzzy multi-keyword search over encrypted data with adaptive security. ieee trans. knowl. data eng. 35(5): 5386-5399 (2023) [ccf-a 类期刊]

[19] nan jiang, jie wen, jin li, ximeng liu, di jin: gatrust: a multi-aspect graph attention network model for trust assessment in osns. ieee trans. knowl. data eng. 35(6): 5865-5878 (2023) [ccf-a 类期刊]

[20] qiuyun tong, yinbin miao, hongwei li, ximeng liu, robert h. deng: privacy-preserving ranked spatial keyword query in mobile cloud-assisted fog computing. ieee trans. mob. comput. 22(6): 3604-3618 (2023) [ccf-a 类期刊]

[21] bowen zhao, ximeng liu, wei-neng chen, robert h. deng:(通信) crowdfl: privacy-preserving mobile crowdsensing system via federated learning. ieee trans. mob. comput. 22(8): 4607-4619 (2023) [ccf-a 类期刊]

[22] guichuan zhao, qi jiang, ximeng liu, xindi ma, ning zhang, jianfeng ma: electrocardiogram based group device pairing for wearables. ieee trans. mob. comput. 22(11): 6394-6409 (2023) [ccf-a 类期刊]

[23] wanqing zhu, jia-li yin, bo-hao chen, ximeng liu: srouda: meta self-training for robust unsupervised domain adaptation. aaai 2023: 3852-3860 [ccf-a 类会议]

[24] kun guo, yutong fang, qingqing huang, yuting liang, ziyao zhang, wenyu he, liu yang, kai chen, ximeng liu, wenzhong guo: globally consistent federated graph autoencoder for non-iid graphs. ijcai 2023: 3768-3776 [ccf-a 类会议]

[25] jie wen, nan jiang, jin li, ximeng liu, honglong chen, yanzhi ren, zhaohui yuan, ziang tu: dtrust: toward dynamic trust levels assessment in time-varying online social networks. infocom 2023: 1-10[ccf-a 类会议]

2022年

[1] nan jiang, fuxian duan, honglong chen, wei huang, ximeng liu: mafi: gnn-based multiple aggregators and feature interactions network for fraud detection over heterogeneous graph. ieee trans. big data 8(4): 905-919 (2022) [ccf-a 类期刊]

[2] yingying li, jianfeng ma, yinbin miao, huizhong li, qiang yan, yue wang, ximeng liu, kim-kwang raymond choo: dvrei: dynamic verifiable retrieval over encrypted images. ieee trans. computers 71(8): 1755-1769 (2022) [ccf-a 类期刊]

[3] yanguo peng, long wang, jiangtao cui, ximeng liu, hui li, jianfeng ma:(通信)ls-rq: a lightweight and forward-secure range query on geographically encrypted data. ieee trans. dependable secur. comput. 19(1): 388-401 (2022) [ccf-a 类期刊]

[4] jianting ning, xinyi huang, willy susilo, kaitai liang, ximeng liu, yinghui zhang: dual access control for cloud-based data storage and sharing. ieee trans. dependable secur. comput. 19(2): 1036-1048 (2022) [ccf-a 类期刊]

[5] xiaoqin feng, jianfeng ma, yinbin miao, ximeng liu, kim-kwang raymond choo: social characteristic-based propagation-efficient pbft protocol to broadcast in unstructured overlay networks. ieee trans. dependable secur. comput. 19(6): 3621-3639 (2022) [ccf-a 类期刊]

[6] yang liu, zhuo ma, yilong yang, ximeng liu, jianfeng ma, kui ren: revfrf: enabling cross-domain random forest training with revocable federated learning. ieee trans. dependable secur. comput. 19(6): 3671-3685 (2022) [ccf-a 类期刊]

[7] yang liu, zhuo ma, ximeng liu, siqi ma, kui ren: privacy-preserving object detection for medical images with faster r-cnn. ieee trans. inf. forensics secur. 17: 69-84 (2022) [ccf-a 类期刊]

[8] ning lu, junwei zhang, ximeng liu, wenbo shi, jianfeng ma:(通信) stop: a service oriented internet purification against link flooding attacks. ieee trans. inf. forensics secur. 17: 938-953 (2022) [ccf-a 类期刊]

[9] weijie liu, ximeng liu, zhi li, bin liu, rongwei yu, lina wang:(通信)retrofitting lbr profiling to enhance virtual machine introspection. ieee trans. inf. forensics secur. 17: 2311-2323 (2022) [ccf-a 类期刊]

[10] chuan zhang, mingyang zhao, liehuang zhu, tong wu, ximeng liu: enabling efficient and strong privacy-preserving truth discovery in mobile crowdsensing. ieee trans. inf. forensics secur. 17: 3569-3581 (2022) [ccf-a 类期刊]

[11] bowen zhao, jiaming yuan, ximeng liu, yongdong wu, hweehwa pang, robert h. deng: soci: a toolkit for secure outsourced computation on integers. ieee trans. inf. forensics secur. 17: 3637-3648 (2022) [ccf-a 类期刊]

[12] jianchao tang, shaojing fu, ximeng liu, yuchuan luo, ming xu: achieving privacy-preserving and lightweight truth discovery in mobile crowdsensing. ieee trans. knowl. data eng. 34(11): 5140-5153 (2022) [ccf-a 类期刊]

[13] xiao-yan li, wanling lin, ximeng liu, cheng-kuan lin, kung-jui pai, jou-ming chang: completely independent spanning trees on bccc data center networks with an application to fault-tolerant routing. ieee trans. parallel distributed syst. 33(8): 1939-1952 (2022) [ccf-a 类期刊]

[14] yang liu, mingyuan fan, cen chen, ximeng liu, zhuo ma, li wang, jianfeng ma:(会议)(通信)backdoor defense with machine unlearning. infocom 2022: 280-289 [ccf-a 类会议]

2021年

[1] jiangang shu, kan yang, xiaohua jia, ximeng liu, cong wang, robert h. deng: proxy-free privacy-preserving task matching with efficient revocation in crowdsourcing. ieee trans. dependable secur. comput. 18(1): 117-130 (2021) [ccf-a 类期刊]

[2] yinbin miao, ximeng liu, kim-kwang raymond choo, robert h. deng, jiguo li, hongwei li, jian-feng ma: privacy-preserving attribute-based keyword search in shared multi-owner setting. ieee trans. dependable secur. comput. 18(3): 1080-1094 (2021) [ccf-a 类期刊]

[3] chuan zhang, liehuang zhu, chang xu, ximeng liu, kashif sharif: reliable and privacy-preserving truth discovery for mobile crowdsensing systems. ieee trans. dependable secur. comput. 18(3): 1245-1260 (2021) [ccf-a 类期刊]

[4] haijiang wang, jianting ning, xinyi huang, guiyi wei, geong sen poh, ximeng liu: secure fine-grained encrypted keyword search for e-healthcare cloud. ieee trans. dependable secur. comput. 18(3): 1307-1319 (2021) [ccf-a 类期刊]

[5] kai huang, ximeng liu, shaojing fu, deke guo, ming xu: a lightweight privacy-preserving cnn feature extraction framework for mobile sensing. ieee trans. dependable secur. comput. 18(3): 1441-1455 (2021) [ccf-a 类期刊]

[6] hang cheng, huaxiong wang, ximeng liu, yan fang, meiqing wang, xiaojun zhang: person re-identification over encrypted outsourced surveillance videos. ieee trans. dependable secur. comput. 18(3): 1456-1473 (2021) [ccf-a 类期刊]

[7] yinbin miao, robert h. deng, ximeng liu, kim-kwang raymond choo, hongjun wu, hongwei li: multi-authority attribute-based keyword search over encrypted cloud data. ieee trans. dependable secur. comput. 18(4): 1667-1680 (2021) [ccf-a 类期刊]

[8] yinbin miao, robert h. deng, kim-kwang raymond choo, ximeng liu, jianting ning, hongwei li:optimized verifiable fine-grained keyword search in dynamic multi-owner settings. ieee trans. dependable secur. comput. 18(4): 1804-1820 (2021) [ccf-a 类期刊]

[9] pengfei wu, robert h. deng, qingni shen, ximeng liu, qi li, zhonghai wu: oblicomm: towards building an efficient oblivious communication system. ieee trans. dependable secur. comput. 18(5): 2331-2348 (2021) [ccf-a 类期刊]

[10] xiangyu wang, jianfeng ma, feng li, ximeng liu, yinbin miao, robert h. deng: enabling efficient spatial keyword queries on encrypted data with strong security guarantees. ieee trans. inf. forensics secur. 16: 4909-4923 (2021) [ccf-a 类期刊]

[11] bowen zhao, shaohua tang, ximeng liu, xinglin zhang:(通信) pace: privacy-preserving and quality-aware incentive mechanism for mobile crowdsensing. ieee trans. mob. comput. 20(5): 1924-1939 (2021) [ccf-a 类期刊]

[12] bowen zhao, shaohua tang, ximeng liu, xinglin zhang, wei-neng chen:(通信) itam: bilateral privacy-preserving task assignment for mobile crowdsensing. ieee trans. mob. comput. 20(12): 3351-3366 (2021) [ccf-a 类期刊]

[13] xueqiao liu, guomin yang, willy susilo, joseph tonien, ximeng liu, jian shen: privacy-preserving multi-keyword searchable encryption for distributed systems. ieee trans. parallel distributed syst. 32(3): 561-574 (2021) [ccf-a 类期刊]

2020年

[1] yang yang, ximeng liu, robert h. deng, yingjiu li:(通信)lightweight sharable and traceable secure mobile health system. ieee trans. dependable secur. comput. 17(1): 78-91 (2020) [ccf-a 类期刊]

[2] yang yang, ximeng liu, robert h. deng:(通信)multi-user multi-keyword rank search over encrypted data in arbitrary language. ieee trans. dependable secur. comput. 17(2): 320-334 (2020) [ccf-a 类期刊]

[3] ximeng liu, robert h. deng, kim-kwang raymond choo, yang yang, hweehwa pang:(通信)privacy-preserving outsourced calculation toolkit in the cloud. ieee trans. dependable secur. comput. 17(5): 898-911 (2020) [ccf-a 类期刊]

[4] lin liu, rongmao chen, ximeng liu, jinshu su, linbo qiao:towards practical privacy-preserving decision tree training and evaluation in the cloud. ieee trans. inf. forensics secur. 15: 2914-2929 (2020) [ccf-a 类期刊]

[5] xiangyu wang, jianfeng ma, ximeng liu, robert h. deng, yinbin miao, dan zhu, zhuoran ma:search me in the dark: privacy-preserving boolean range query over encrypted spatial data. infocom 2020: 2253-2262[ccf-a 类会议]


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