姓名: 栗风永

性别: 男

职称: 教授

Email:   fyli@shiep.edu.cn

办公地址: 临港校区计电楼A406

个人简介:

栗风永，男，博士，上海电力大学人工智能学部教授，硕士生导师。2014年毕业于上海大学获工学博士学位。2014年至今在上海电力大学人工智能学部从事教学与科研工作。2018年8月至2019年8月在加拿大维多利亚大学计算机系做访问学者。研究方向包括人工智能安全、多媒体安全、智能电网安全、机器学习。主持国家自然科学基金面上项目、青年项目、通用技术联合基金子课题、上海市自然科学基金面上项目等在内的多项国家及省部级课题，同时主持完成多项国家电网公司的科技攻关项目。已在国内外著名学术期刊上公开发表SCI检索论文70余篇，其中IEEE   Trans.期刊论文20余篇，代表性论文发表在IEEE   TIFS、   IEEE TDSC、 IEEE   TMM、   IEEE TCSVT、IEEE   TSG、电力系统自动化、电子与信息学报、中国图象图形学报等国内外高水平期刊。获上海市科技进步三等奖、上海市电力公司科技进步二等奖、上海市计算机学会教学成果三等奖、上海市信息学会优秀硕士学位论文指导老师奖。中国图象图形学会数字媒体取证与安全专委会委员，中国计算机学会会员，中国人工智能学会会员，任CCF-C类期刊Multimedia   Tools and Applications的Associate   Editor。

学术兼职（期刊审稿人）：

IEEE   Transactions on Information Forensics & Security

IEEE   Transactions on Dependable and Secure Computing

IEEE   Transactions on Multimedia

IEEE   Transactions on Circuits and Systems for Video Technology

IEEE   Transactions on Industrial Informatics

IEEE   Transactions on Signal and Information Processing over Networks

ACM   Transactions on Multimedia Computing Communications and Applications

研究方向:

人工智能安全、多媒体安全、智能电网安全、电力大数据处理、机器学习

招生宣传：欢迎数学基础扎实，编程动手能力强的同学报考课题组的硕士研究生。

主讲课程:

研究生课程：《机器学习》、《算法设计与分析》

本科生课程：《高级程序设计C++》、《C语言程序设计》、《信息隐藏》

科研成果:
代表性论文：

[1]      Hao   Liu, Fengyong Li (Corresponding),   Chuan Qin, and Xinpeng   Zhang, Fearless of Noise: Robust Image-in-Image Hiding Using   Dual-tree Complex Wavelet Transform and State Space Model, IEEE   Transactions on Circuits and Systems for Video Technology, vol. 36,   no. 2, pp. 1920-1934, Feb. 2026. (SCI,   EI, CCF-B类,中科院一区)

[2]      Siming   Huang, Fengyong Li (Corresponding),   Kunzhan Li, Xiangjing Su, ZhaoYang Dong, Dependency-Aware GraphSAGE Based   Interpretable FDIA Detection Using BiLSTM with SE-Attention in Smart Grids, IEEE   Internet of Things Journal,12(16):34421-34433, 2025. (SCI, EI,中科院二区)

[3]      Fengyong Li,   Hao Liu, Xinpeng Zhang and   Chuan Qin, StegFlow: Flow-Based High-Frequency Distribution Mapping Network   for Multi-Image Steganography, IEEE   Transactions on Multimedia, vol.   27, pp. 9555-9569, December 17, 2025. (SCI, EI, CCF-A类,中科院一区)

[4]      Fengyong Li,   Qiankuan Wang, Hang Cheng,   Xinpeng Zhang and Chuan Qin, JPEG Reversible Data Hiding via   Block Sorting Optimization and Dynamic Iterative Histogram Modification, IEEE   Transactions on Multimedia, vol.   27, pp. 3729-3743, June 9, 2025. (SCI,   EI, CCF-A类,中科院一区)

[5]      Fengyong Li,   Yang Sheng, Kui Wu,Chuan   Qin, and Xinpeng Zhang,   LiDiNet: A Lightweight Deep Invertible   Network for Image-in-Image Steganography, IEEE   Transactions on Information Forensics and Security,   vol.19, pp. 8817-8831, Sep.18, 2024. (SCI,   EI, CCF-A类,   中科院一区)

[6]      Fengyong Li,   Huajun Zhai, Teng Liu,   Xinpeng Zhang and Chuan Qin, Learning Compressed Artifact for JPEG Manipulation   Localization Using Wide-Receptive-Field Network,   ACM Transactions on Multimedia Computing Communications and Applications, Volume 20, Issue 10,   Article 315, 30 October, 2024. (SCI,   EI,中科院二区)

[7]      Jiang   Yu, Fengyong Li (Corresponding),   Zichi Wang, Wen Si, and   Xinpeng Zhang, Diverse Batch Steganography using   Model-based Selection and Double-layered Payload Assignment, IEEE   Transactions on Circuits and Systems for Video Technology, vol. 34,   no. 8, pp. 7785-7800, Aug. 2024. (SCI,   EI, CCF-B类,中科院一区)

[8]        Fengyong   Li, Yang Sheng,   Xinpeng Zhang and Chuan Qin, iSCMIS: Spatial-channel attention based deep invertible   network for multi-image steganography, IEEE   Transactions on Multimedia, 26:3137-3152,   Feburary 2024. (SCI, EI, CCF-A类,中科院一区)

[9]      Fengyong Li,   Zhen Qi, Xinpeng Zhang and   Chuan Qin, Progressive histogram modification for JPEG reversible data   hiding. IEEE Transactions on   Circuits and Systems for Video Technology, 34(2): 1241-1254, February   2024. (SCI, EI, CCF-B类,中科院一区)

[10]   Fengyong Li,   Huajun Zhai, Xinpeng   Zhang and Chuan Qin, Image manipulation localization using   spatial-channel fusion excitation and fine-grained feature enhancement,IEEE Transactions on Instrumentation and   Measurement, 73:   3500714, 21 Januray 2024. (SCI, EI,中科院二区)

[11]   Fengyong Li,   Zongliang Yu, Kui Wu, Chuan Qin, and Xinpeng Zhang, Multi-modality   ensemble distortion for spatial steganography with dynamic cost correction, IEEE Transactions on Dependable and Secure   Computing, vol. 21, no. 4, pp. 1557-1571, July-Aug. 2024. (SCI, EI,   CCF-A类,   中科院二区)   

[12]   Fengyong Li,   Zhenjia Pei, Xinpeng   Zhang and Chuan Qin, Image manipulation localization using   multi-scale feature fusion and adaptive edge supervision, IEEE Transactions on Multimedia,   25: 7851-7866, Dec. 2023. (SCI, EI, CCF-A类,中科院一区)

[13]   Fengyong Li,   Zhen Qi, Xinpeng Zhang and   Chuan Qin, JPEG reversible data hiding using dynamic distortion optimizing   with frequency priority reassignment. IEEE   Transactions on Circuits and Systems for Video Technology,   32(12):8849-8863, 2022. (SCI, EI, CCF-B类,中科院一区)

[14]   Fengyong Li,   Kui Wu, Jingsheng Lei, Mi Wen, Zhongqin Bi, Chunhua Gu, Steganalysis over   large-scale social networks with high-order joint features and clustering   ensembles. IEEE Transactions on   Information Forensics and Security, 11(2): 344-357, 2016. (SCI, EI,   CCF-A类,中科院一区)

[15]   Chuan   Qin, Jinchuan Hu, Fengyong Li   (Corresponding), Zhenxing Qian and Xinpeng Zhang, JPEG image encryption   with adaptive DC coefficient prediction and RS pair permutation. IEEE Transactions on Multimedia,   25:2528-2542, 2023. (SCI, EI, CCF-A类,中科院一区)

[16]   Daidou Guo,   Chuan Qin, Fengyong Li,   Heng Yao, Xinpeng Zhang,   Improving Robustness of   Screen-Camera Resilient Watermarking: A Large-Scale Dataset and a Noise   Simulation Network, IEEE Transactions on   Multimedia, 27: 8723-8736, Nov. 2025. (SCI, EI, CCF-A类,中科院一区)

[17]   Xiangjing   Su, Chao Deng, Jiajia Yang, Fengyong   Li, Chaojie Li, Yang Fu, and Zhao Yang Dong, DAMGAT based interpretable   detection of false data injection attacks in smart grids, IEEE Transactions on Smart Grid,   To appear, 18 January, 2024. (SCI, EI, 中科院一区)

[18]   Chuan   Qin, Xiaomeng Li, Zhenyi Zhang, Fengyong   Li, Xinpeng Zhang and Guorui Feng, Print-camera resistant image watermarking   with deep noise simulation and constrained learning, IEEE Transactions on Multimedia, 26:2164-2177, 2024. (SCI,   EI, CCF-A类,中科院一区)

[19]   Jiang   Yu, Jing Zhang, Zichi Wang, Fengyong   Li and Xinpeng Zhang, Cover Selection in Encrypted Images, IEEE   Transactions on Circuits and Systems for Video Technology, 34(12):   13626-13641, December, 2024. (SCI, EI, CCF-B类,中科院一区)

[20]   Hang   Cheng, Xibin Li, Huaxiong Wang, Xinpeng Zhang, Ximeng Liu, Meiqing Wang, and Fengyong Li, DeepDIST: A black-box   anti-collusion framework for secure distribution of deep models. IEEE Transactions on Circuits and Systems   for Video Technology, 34(1): 97-109, January 7, 2024. (SCI, EI, CCF-B类,中科院一区)

科研项目:

[1]        国家自然科学基金面上项目，深度可逆神经网络驱动的网络有损信道图像鲁棒隐写，2026-2029，主持

[2]        上海市自然科学基金面上项目，基于深度对抗学习的安全图像隐写研究，2020-2023，主持

[3]        海上风电技术教育部工程中心“揭榜挂帅”项目，海上风电场并网稳定运行的风险评估与预警技术，2024-2025，主持

[4]        广西多源信息挖掘与安全重点实验室开放基金重点项目，深度对抗网络驱动的安全图像隐写研究，2022-2023，主持

[5]        国家自然科学基金通用技术联合基金重点项目，基于深度学习的高通量网络攻击智能检测与场景构建研究，2020-2023，参与

[6]        国网上海市电力公司科技项目，面向公专互动虚拟电厂业务系统的信息物理级联攻击样本生成与特征工程技术研究，2022-2024，主持

[7]        国网上海市电力公司科技项目，面向公专互动虚拟电厂业务系统的数据建模与融合技术研究，2022-2023，主持

[8]        国家自然科学基金通用技术联合基金（子课题），面向大规模数字图像的安全外包隐写分析，2018-2020，主持

[9]        国家自然科学基金青年基金，基于低维特征构造及无监督分类的网络图像隐写分析，2017-2019，主持

[10]     上海市自然科学基金面上项目，低维特征空间下的数字图像隐写分析研究，2016-2019，主持