夏志华

导航 个人简介 学习经历 工作经历 研究方向 主要论文 主要著作 承担课题,个人信息 姓名： 夏志华 部门： 网络空间安全学院 性别： 男 职称： 教授 学位： 博士学位 毕业院校： 湖南大学 电子邮箱： xiazhihua@jnu.edu.cn 联系方式 Email：xia_zhihua@163.com 个人简介 夏志华，暨南大学教授/博导，国家优青获得者，国家重点研发计划项目首席科学家，暨南大学网络空间安全系主任，可信人工智能教育部工程研究中心副主任。研究方向包括数据分类分级、人工智能安全、数字取证等，担任国际期刊IJAACS执行主编，是江苏省高校“青蓝工程”中青年学术带头人，江苏省“333工程”高层次人才，江苏省“六大人才高峰”人才培养对象。曾于2015年作为访问学者在美国新泽西理工学院访学1年，于2016年作为访问教授在韩国成均馆大学访学1年。主持国家重点研发项目1项、国家自然科学基金优秀青年基金1项、国家自然科学基金联合基金重点项目1项、国家自然科学基金联合基金培育项目/面上项目3项。获2019年江苏省科学技术奖一等奖1项、2022年江苏省科学技术奖二等奖1项、2012年湖南省科技进步二等奖1项、2016年南京市自然科学优秀学术论文奖优秀奖1项。近年来以第一作者在IEEE TIFS、IEEE TPDS、IEEE TC、CVPR等国际期刊会议发表学术论文60余篇。授权发明专利8项。论文成果在Web of Science库中被引1200+次，在Google Scholar库中被引5300+次，8篇论文成为ESI高被引论文，入选2020、2021、2022爱思唯尔中国高被引学者榜单。数字取证部分成果应用于国家安全部门。 学习经历 2006.9–2011.6，湖南大学，计算机科学与技术，工学博士 工作经历 2021.01-今，暨南大学，网络空间安全学院, 教授2019.07-2020.12，南京信息工程大学, 计算机与软件学院, 教授2016.09-2017.08，韩国成均馆大学，电子与电气工程，访问教授2015.07-2018.12, 南京信息工程大学, 计算机与软件学院, 副教授，2015.03-2016.02，美国新泽西理工学院（NJIT）, 电气与计算工程学院（ECE）, 访问学者2011.07-2015.06, 南京信息工程大学, 计算机与软件学院, 讲师 研究方向 人工智能安全数字取证 主要论文 1.         Wenyuan Yang, Shuo Shao, Yue Yang, Xiyao Liu, Zhihua Xia, Gerald Schaefer, and Hui Fang, Watermarking in Secure Federated Learning: A Verification Framework Based on Client-Side Backdooring, ACM Transactions on Intelligent Systems and Technology.2.         Guangyong Gao, Hui Zhang, Zhihua Xia*, Xiangyang Luo, and Yun-Qing Shi, Reversible data hiding-based contrast enhancement with multi-group stretching for ROI of medical image, IEEE Transactions on Multimedia (2023). 3.         Xiang Liu, Xueli Zhao, Zhihua Xia*, Qian Feng, Peipeng Yu, and Jian Weng, Secure Outsourced SIFT: Accurate and Efficient Privacy-Preserving Image SIFT Feature Extraction, IEEE Transactions on Image Processing, 32:  4635-4648, 2023.4.         Chengsheng Yuan, Qiang Guo, Zhili Zhou, Zhangjie Fu, and Zhihua Xia, Deepfake fingerprint detection model Intellectual Property Protection via Ridge Texture Enhancement, IEEE Signal Processing Letters, 30: 843 – 847, 2023.5.         Wenyuan Yang, Xiaoyu Zhou, Zhikai Chen, Bofei Guo, Zhongjie Ba, Zhihua Xia*, Xiaochun Cao, and Kui Ren, AVoiD-DF: Audio-Visual Joint Learning for Detecting Deepfake, IEEE Transactions on Information Forensics and Security, 18: 2015-2029, 20236.         Peipeng Yu, Jian Tang, Zhihua Xia*, Zhetao Li, and Jian Weng, A Privacy-Preserving JPEG Image Retrieval Scheme Using the Local Markov Feature and Bag-of-Words Model in Cloud Computing, IEEE Transactions on Cloud Computing, 11(3): 2885 – 2896, 2023, 10.1109/TCC.2022.32334217.         Xueli Zhao and Zhihua Xia*, Secure Outsourced NB: Accurate and Efficient Privacy-preserving Naive Bayes Classification, Computers & Security, 124:103011, 2022, (CCF-B)8.         Jianwei Fei, Zhihua Xia*, Benedetta Tondi, and Mauro Barni, Supervised GAN Watermarking for Intellectual Property Protection, IEEE WIFS, 20229.         Chengsheng Yuan, Peipeng Yu, Zhihua Xia*, Xingming Sun, Jonathan Wu, FLD-SRC: Fingerprint Liveness Detection for AFIS based on Spatial Ridges Continuity, IEEE Journal of Selected Topics in Signal Processing, 2022, 16(4): 817-827, 10.      Lizhi Xiong, Xiao Han, Ching-Nung Yang, and Zhihua Xia, RDH-DES: Reversible Data Hiding over Distributed Encrypted-Image Servers based on Secret Sharing, ACM Transactions on Multimedia Computing Communications and Applications, 2022, doi.org/10.1145/351279711.      Jianwei Fei, Yunshu Dai, Peipeng Yu, Zhihua Xia*, Tianrun Shen, and Jian Weng, Learning Second Order Local Anomaly for General Face Forgery Detection, CVPR, 202212.      Guangyong Gao, Shikun Tong, Zhihua Xia*, and Yun-Qing Shi, A Universal Reversible Data Hiding Method in Encrypted Image Based on MSB Prediction and Error Embedding, IEEE Transactions on Cloud Computing, 11(2): 1692-1706, 2022, 10.1109/TCC.2022.315574413.     Peipeng Yu, Jianwei Fei, Zhihua Xia*, Zhili Zhou, and Jian Weng, Improving Generalization by Commonality Learning in Face Forgery Detection, IEEE Transactions on Information Security and Forensics, 17: 547-58, DOI: 10.1109/TIFS.2022.3146781 14.      Xianyi Chen, Zhentian Zhang, Anqi Qiu, Zhihua Xia*, Naixue Xiong,A novel coverless steganography method based on image selection and StarGAN, IEEE Transactions on Network Science and Engineering, 9(1): 219-230, 2022, 10.1109/TNSE.2020.3041529 15.      Zhihua Xia, Leqi Jiang, Dandan Liu, Lihua Lu, and Byeungwoo Jeon, BOEW: A Content-based Image Retrieval Scheme using Bag-of-Encrypted-Words in Cloud Computing, IEEE Transactions on Services Computing, 15(1): 202-214, 2022, DOI: 10.1109/TSC.2019.2927215 Zhihua Xia*, Qiuju Ji, Qi Gu, Chengsheng Yuan, Fengjun Xiao, A Format Compatible Searchable Encryption Scheme for JPEG Images Using Bag-of-Words, ACM Transactions on Multimedia Computing Communications and Applications, 18(3): 85, 2022, 10.1145/3492705.16.      Zhihua Xia*, Qi Gu, Wenhao Zhou, Lizhi Xiong, Jian Weng, and Neal N. Xiong. STR: Secure computation on additive shares using the share-transform-reveal strategy, IEEE Transactions on Computers, 2021, 10.1109/TC.2021.3073171 17.      Zhihua Xia, Lan Wang, Jian Tang, Naixue N. Xiong, Jian Weng. A privacy-preserving Image Retrieval Scheme using Secure Local Binary Pattern in Cloud Computing, IEEE Transactions on Network Science and Engineering, 2021, 8(1): 318-330, 10.1109/TNSE.2020.303821818.      Chengsheng Yuan, Zhihua Xia*, Xingming Sun, Q. M. Jonathan Wu, Deep Residual Network with Adaptive Learning Framework for Fingerprint Liveness Detection, IEEE Transactions on Cognitive and Developmental Systems, 12(3): 461-473, 2020, DOI: 10.1109/TCDS.2019.292036419.      Zhihua Xia, Leqi Jiang, Xiaohe Ma, Wenyuan Yang, Puzhao Ji, Naixue Xiong. A Privacy-Preserving Outsourcing Scheme for Image Local Binary Pattern in Secure Industrial Internet of Things, IEEE Transactions on Industrial Informatics, 16(1): 629-638, 2020, 10.1109/TII.2019.2913217 (SCI)20.      Zhihua Xia, Chengsheng Yuan, Rui Lv, Xingming Sun, Neal N. Xiong, Yun-Qing Shi. A Novel Weber Local Binary Descriptor for Fingerprint Liveness Detection, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 50(4): 1526 – 1536, 2020, 10.1109/TSMC.2018.287428121.      Zhihua Xia, Yi Zhu, Xingming Sun, Zhan Qin, and Kui Ren, Towards Privacy-preserving Content-based Image Retrieval in Cloud Computing. IEEE Transactions on Cloud Computing, 6(1): 276-286, 2018.22.      Zhihua Xia, Xinhui Wang, Liangao Zhang, Zhan Qin, Xingming Sun, and Kui Ren, A privacy-preserving and copy-deterrence content-based image retrieval scheme in cloud computing. IEEE Transactions on Information Forensics and Security, 2016, 11(11): 2594-2608.23.      Zhihua Xia, Xinhui Wang, Xingming Sun, and Qin Wang, A Secure and Dynamic Multi-keyword Ranked Search Scheme over Encrypted Cloud Data. IEEE Transactions on Parallel and Distributed Systems, 2016, 27(2): 340-352.  承担课题 国家自然科学基金企业联合基金重点项目，深度伪造检测、溯源及防御关键技术研究，U23B2023，2024.01- 2027.12国家重点研发计划“网络空间安全治理”专项，行业重要数据识别与监管技术研究，2022YFB3100031，2022.12-2025.11国家自然科学基金优秀青年科学基金项目，图像安全，62122032，2022.01-2024.12，200万元国家自然科学基金通用联合基金培育项目，融合深度学习与特征提取的指纹伪造检测方法研究，U1936118，2020.01-2022.12韩国BK21+项目，云计算环境中的密文图像检索方法研究，2016.09-2017.08国家自然科学基金面上项目，云计算环境中的密文图像检索方法研究，61672294，2017.01-2020.12国家自然科学基金面上项目，基于多阶依赖与重构的图像隐藏信息检查方法研究，61173141，2012.01-2015.12 讲授课程 密码编码学； 社会职务 国际EI期刊International Journal of Autonomous and Adaptive Communications Systems、International Journal of Arts and Technology 执行主编CSIG数字媒体取证与安全专委会委员、中国计算学会会员、中国密码协会会员、IEEE会员、ACM会员