付章杰，博士，教授，博士生导师

国家级青年人才，江苏省杰出青年基金获得者。

主要研究方向为人工智能安全、深度伪造取证和区块链安全等。近年来主持国家重点研发计划青年科学家项目、国家自然科学基金联合重点项目等国家级项目6项，发表论文100余篇，授权国家发明专利30余项。获江苏省科学技术一等奖和二等奖各1项。

指导本科生团队获得2025年中国国际大学生创新大赛全国金奖。

指导本科生团队获得2022年第八届中国国际“互联网+”大学生创新创业大赛全国金奖。

指导本科生团队获得2024年（第十七届）、2020年（第十三届）全国大学生信息安全竞赛(作品赛)一等奖。

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 联系邮箱：wwwfzj@126.com

近年来，获得的科研奖励如下：

[1] 密态数据高效计算与权属保护方法研究，江苏省科学技术奖（基础类）二等奖，江苏省人民政府，2023.06.29

[2] 密文检索与取证研究，江苏省科学技术奖（基础类）一等奖，江苏省人民政府，2020.03.04

近年来，主持的部分项目如下：

[1]  江苏省科技重大专项课题，安全可控的图像视频内容生成关键技术研发， 320万，起止年限：2025.01 -2027.12（主持）

[2]  国家自然科学基金联合基金重点项目，可跨域少样本学习的隐藏信息检测网络关键技术，项目编号：U22B2062，249万元，起止年限：2023.01 -2026.12（主持）

[3]  国家重点研发计划“区块链”重点专项（青年科学家项目），区块链安全威胁感知与取证研究，项目编号：2021YFB2700900, 300万元，起止年限：2021.12 -2024.11（主持）

[4]  江苏省杰出青年基金项目：云数据安全，项目编号：BK20200039，100万元，起止年限：2020 年7月-2023年6月（主持）

[5]  国家自然科学基金面上项目：高安全性图像隐写方法研究，项目编号：62172232，59万元，起止年限：2022-2025（主持）

[6]  国家自然科学基金-通用联合基金培育项目，基于同态加密的敏感数据内容安全保护技术研究，项目编号：U1836110，起止年限：2019-2021，68万元（主持）

[7]  国家自然科学基金面上项目：云计算环境中面向内容的密文检索关键技术研究，项目编号：61772283，起止年限：2018-2018，16万元（主持）

[8]  国家社会科学基金重大项目课题，大数据时代雾霾污染经济损失评估及防治对策研究(17ZDA092)，2017-2022（主持）

[9]  国家自然科学基金面上项目：基于同态加密的零知识水印安全检测方法研究，项目编号：61373133,起止年限：2014-2017，76万元（主持）

近年来，作为第一作者或通信作者，发表的部分论文如下：

[1] Xinjue Hu, Zhenshan Tan, Chi Wang, Xiang Zhang and Zhangjie Fu*. High-resolution Image Steganalysis[J]. IEEE Transactions on Dependable and Secure Computing, 2026. DOI: 10.1109/TDSC.2026.3664413. (CCF A)

[2] Jiazhen Yan, Ziqiang Li, Fan Wang, Ziwen He, Zhangjie Fu*. Dual Frequency Branch Framework with Reconstructed Sliding Windows Attention for AI-Generated Image Detection[J]. IEEE Transactions on Information Forensics and Security, 2026. DOI: 10.1109/TIFS.2026.3664000. (CCF A)

[3] Chi Wang, Ziwen He*, Xinjue Hu, Weinan Guan, Wei Wang and Zhangjie Fu*. MAP-Mamba: Multi-Artifacts Perception Mamba for Generalizable Face Forgery Detection[J]. IEEE Transactions on Information Forensics and Security, 2026, 21: 1184-1197. (CCF A)

[4] Wenbin Huang, Ju Ren, Hangcheng Cao, Hongbo Jiang, Panlong Yang, and Zhangjie Fu*. Learning Based Versatile Voice Eavesdropping Prevention for Mobile Devices[J]. IEEE Transactions on Mobile Computing, 2026, 25(3): 4393-4408. (CCF A)

[5] Ziqiang Li, Jiazhen Yan, Ziwen He, Kai Zeng, Weiwei Jiang, Lizhi Xiong, Zhangjie Fu*. Is artificial intelligence generated image detection a solved problem?[C]//Advances in Neural Information Processing Systems, 2025. (CCF A)

[6] Guangyong Gao, Yan Ding, Tongchao Feng, Zhangjie Fu*, Yunqing Shi. MTVDGAN: Multi-Token-ViT Dense GAN for Robust Screen-Shooting Watermarking[J]. IEEE Transactions on Information Forensics and Security, 2025, 20: 11804-11815. (CCF A)

[7] Fan Wang, Zhangjie Fu*, Xiang Zhang, Ziqiang Li, Ziwen He, Manyu Wang. Pair-wise Confidence Difference-based Pseudo-Label Selection for Universal Mismatched Steganalysis[C]//Proceedings of the 33rd ACM International Conference on Multimedia. 2025: 8673-8681. (CCF A)

[8] Beijing Chen, Yuting Hong, Ziqiang Li, Zhangjie Fu*. DFPD: Dual-Forgery Proactive Defense against Both Deepfakes and Traditional Image Manipulations[C]//Proceedings of the 33rd ACM International Conference on Multimedia. 2025: 11697-11705. (CCF A)

[9] Wenbin Huang, Ju Ren, Hangcheng Cao*, Hanyuan Chen, Hongbo Jiang, Zhangjie Fu*. Mitigating Voice Assistant Eavesdropping via Event Source Review on Mobile Devices[J]. IEEE Transactions on Information Forensics and Security, 2025. (CCF A)

[10] Ziqiang Li, Hong Sun, Pengfei Xia, Beihao Xia, Xue Rui, Wei Zhang, Qinglang Guo, Zhangjie Fu*, Bin Li*. A proxy attack-free strategy for practically improving the poisoning efficiency in backdoor attacks[J]. IEEE Transactions on Information Forensics and Security, 2024, 19: 9730-9743. (CCF A)

[11] Zhangjie Fu*, Yueyan Zhi, Shouling Ji, Xingming Sun. Remote Attacks on Drones Vision Sensors: An Empirical Study, IEEE Transactions on Dependable and Secure Computing, 2021, 19(5): 3125-3135. (CCF A)

[12] Ziwen He, Xingjie Dai, Xiang Zhang, Zhangjie Fu*. MMDStegNet: An Adversarial Steganography Framework With Maximum Mean Discrepancy Regularization[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2025, 35(12): 12918-12924. (SCI一区Top, CCF B)

[13] Xingjie Dai, Ziwen He, Xiang Zhang, Zhangjie Fu*. SCGM: Asymmetric steganographic embedding cost learning with adaptive modulation[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2024, 34(11): 12073 - 12085. (SCI一区Top, CCF B)

[14] Fan Wang, Zhangjie Fu*, Xiang Zhang. A Self-Defense Copyright Protection Scheme for NFT Image Art Based on Information Embedding[J]. ACM Transactions on Multimedia Computing, Communications and Applications, 2024, 21(2): 1-23. (CCF B)

[15] Xinjue Hu, Zhangjie Fu*, Xiang Zhang, Yanyu Chen. Invisible and Steganalysis-resistant Deep Image Hiding Based on One-way Adversarial Invertible Networks[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2024, 34(7): 6128-6143. (SCI一区Top, CCF B)

[16] Changhao Ding, Zhangjie Fu*, Zhongliang Yang, Qi Yu, Daqiu Li, Yongfeng Huang. Context-Aware Linguistic Steganography Model Based on Neural Machine Translation[J]. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2023, 32: 868-878. (CCF B)

[17] Zhangjie Fu, Fengxiao Huang, Xingming Sun, Athanasios V. Vasilakos, Ching-Nung Yang. Enabling semantic search based on conceptual graphs over encrypted outsourced data[J]. IEEE Transactions on Services Computing, 2019, 12(5): 813-823. (CCF A)

[18] Zhangjie Fu*, Jiashuang Xu, Zhuangdi Zhu, Alex X. Liu, Xingming Sun. Writing in the air with WiFi signals for virtual reality devices[J]. IEEE Transactions on Mobile Computing, 2019, 18(2): 473-484. (CCF A)

[19] Zhangjie Fu*, Lili Xia, Xingming Sun, Alex X. Liu, Guowu Xie. Semantic-aware searching over encrypted data for cloud computing[J]. IEEE Transactions on Information Forensics and Security, 2018, 13(9): 2359-2371. (CCF A)

[20] Zhangjie Fu*, Xinle Wu, Qian Wang, Kui Ren. Enabling central keyword-based semantic extension search over encrypted outsourced data[J]. IEEE Transactions on Information Forensics and Security, 2017, 12(12): 2986-2997. (CCF A)

[21] Zhangjie Fu*, Fengxiao Huang, Kui Ren, Jian Weng, Cong Wang. Privacy-preserving smart semantic search based on conceptual graphs over encrypted outsourced data[J]. IEEE Transactions on Information Forensics and Security, 2017, 12(8): 1874-1884. (CCF A)

[22] Zhangjie Fu, Xinle Wu, Chaowen Guan, Xingming Sun, Kui Ren. Toward efficient multi-keyword fuzzy search over encrypted outsourced data with accuracy improvement[J]. IEEE Transactions on Information Forensics and Security, 2016, 11(12): 2706-2716. (CCF A)

[23] Zhangjie Fu, Xingming Sun, Sai Ji, Guowu Xie. Towards efficient content-aware search over encrypted outsourced data in cloud[C]//IEEE INFOCOM 2016-The 35th Annual IEEE International Conference on Computer Communications. IEEE, 2016: 1-9. (CCF A)

[24] Zhangjie Fu, Kui Ren, Jiangang Shu, Xingming Sun, Fengxiao Huang. Enabling personalized search over encrypted outsourced data with efficiency improvement[J]. IEEE transactions on parallel and distributed systems, 2016, 27(9): 2546-2559. (CCF A)

[25] 高光勇, 袁澳奇, 付章杰*. 基于极谐傅里叶矩和自适应归一化的高效鲁棒可逆水印方案[J]. 计算机学报, 2026, 49(1): 179-192. (CCF A)

[26] 宋甫元, 丁思洋, 王威, 姜琴, 付章杰*.面向众包的隐私保护任务匹配方案[J]. 通信学报, 2025, 46(5): 115-132. (CCF A)

[27] 李季瑀, 付章杰*, 王帆. Canny-Gauss通用域图像隐写算法[J]. 计算机学报, 2024, 47(01): 213-230. (CCF A)

[28] 李大秋, 付章杰*, 程旭, 宋晨, 孙星明. 基于少样本学习的通用隐写分析方法[J]. 软件学报, 2022, 33(10): 3874-3890. (CCF A)

[29] 付章杰, 李恩露, 程旭*, 黄永峰, 胡雨婷. 基于深度学习的图像隐写研究进展[J]. 计算机研究与发展, 2021, 58(03): 548-568. (CCF A)

[30] 陈君夫, 付章杰*, 张卫明, 程旭, 孙星明. 基于深度学习的图像隐写分析综述[J]. 软件学报, 2021, 32(02): 551-578.

[31] 付章杰*, 王帆, 孙星明, 王彦. 基于深度学习的图像隐写方法研究[J]. 计算机学报, 2020, 43(09): 1656-1672. (CCF A)

[32] Fuyuan Song, Siyang Ding, Cheng Huang, Qin Jiang, Zhangjie Fu*. A Privacy-Preserving and Efficient Spatial Keyword Based Task Matching Scheme in Crowdsourcing[C]. In Proc. of IEEE GLOBECOM. 2025: 1-6. (CCF C, Best Paper Award)  最佳论文奖