Fudan MAS

张新鹏

Teacher 2

职称：教授、博导、国家杰出青年科学基金获得者

地址：上海市杨浦区淞沪路20005号复旦大学江湾校区二号交叉学科楼 A6019（200438）

Email：zhangxinpeng@fudan.edu.cn

学位：2004，通信与信息系统，上海大学

研究领域：多媒体信息安全、AI 安全、图像处理

国家杰出青年科学基金获得者，复旦大学数字文化保护与旅游数据智能计算文旅部重点实验室主任，并入选上海市优秀学术带头人、上海市曙光人才计划、上海市 “东方学者” 跟踪计划、上海市浦江人才计划、上海市 “青年科技启明星” 跟踪计划。曾赴美国纽约州立大学宾汉顿分校访问一年，受德国洪堡基金会资助作为资深研究员赴德国康斯坦茨大学访问 14 个月。主持国家自然科学基金重点项目、国家 863 计划等科研项目 40 余项。发表论文 200 余篇，被引 10000 余次，2014 年—2018 年连续五年入选中国高被引学者（Most Cited Chinese Researchers）榜单。申请发明专利 20 余项，授权 11 项。获上海市自然科学奖二等奖（第一完成人）、中国电子学会自然科学奖二等奖（第二完成人）、国家级教学成果奖（参与）。曾担任 IEEE Trans. on Information Forensics and Security（IEEE T-IFS）等国际学术期刊的 Associate Editor、ACM IH&MMSec 等国际学术会议的 TPC Chair。

【近期科研项目】

  • 2020～2023，社交网络虚拟用户塑造及其信息隐藏研究，国家自然科学基金通用技术基础研究联合基金重点项目，主持
  • 2017～2020，新型信息隐藏的基础理论与关键技术研究，国家自然科学基金通用技术基础研究联合基金重点项目，主持
  • 2016～2020，多媒体信息隐藏，国家杰出青年科学基金，主持
  • 2016～2019，云数据安全处理，上海市优秀学术带头人计划，主持

【近期论文】

  • Li, X. Zhang, Z. Qian, G. Feng, and Y. Ren, Key Based Artificial Fingerprint Generation for Privacy Protection, IEEE Trans. on Dependable and Secure Computing, (to appear)
  • Feng, X. Zhang, Y. Ren, Z. Qian, and F. Li, Diversity-based Cascade Filters for JPEG Steganalysis, IEEE Trans. on Circuits and Systems for Video Technology, (to appear)
  • Zhu, S. Li, X. Zhang, L. Liang, A. Kot, and F. Li, Detection of Spoofing Medium Contours for Face Anti-spoofing, IEEE Trans. on Circuits and Systems for Video Technology, (to appear)
  • Ren, X. Zhang, G. Feng, Z. Qian, and F. Li, How to Extract Image Features Based on Co-occurrence Matrix Securely and Efficiently in Cloud Computing, IEEE Trans. on Cloud Computing, (to appear)
  • Ren, M. Dong, Z. Qian, X. Zhang, and G. Feng, Efficient Algorithm for Secure Outsourcing of Modular Exponentiation with Single Server, IEEE Trans. on Cloud Computing, (to appear)
  • Wang, X. Zhang, and Z. Qian, Practical Cover Selection for Steganography, IEEE Signal Processing Letters, (to appear)
  • Shi, Z. Wang, Z. Qian, N. Huang, and X. Zhang, Distortion Function for Emoji Image Steganography, Computers, Materials & Continua, (to appear)
  • Ren, X. Zhang, D. Gu, and G. Feng, Efficient Outsourced Extraction of Histogram Features over Encrypted Images in Cloud, SCIENCE CHINA Information Sciences, (to appear)
  • Qiu, Z. Qian, H. Zeng, X. Lin, and X. Zhang, Reversible Data Hiding in Encrypted Images Using Adaptive Reversible Integer Transformation, Signal Processing, 167, 2020.
  • Li, and X. Zhang, Towards Construction Based Data Hiding: From Secrets to Fingerprint Images, IEEE Trans. on Image Processing, 28(3), pp. 1482-1497, 2019.
  • Tao, S. Li, X. Zhang, and Z. Wang, Towards Robust Image Steganography, IEEE Trans. on Circuits and Systems for Video Technology, 29(2), pp. 594-600, 2019.
  • Qian, H. Xu, X. Luo, and X. Zhang, New Framework of Reversible Data Hiding in Encrypted JPEG Bitstreams, IEEE Trans. on Circuits and Systems for Video Technology, 29(2), pp. 351-362, 2019.
  • Qin, Q. Zhou, F. Cao, J. Dong, and X. Zhang, Flexible Lossy Compression for Selective Encrypted Image with Image Inpainting, IEEE Trans. on Circuits and Systems for Video Technology, 29(11), pp. 3341-3355, 2019.
  • Ni, G. Feng, L. Shen, and X. Zhang, Selective Ensemble Classification of Image Steganalysis via Deep Q Network, IEEE Signal Processing Letters, 26(7), pp. 1065-1069, 2019.
  • Ying, Z. Qian, X. Zhang, and D. Ye, Reversible Data Hiding with Image Enhancement using Histogram Shifting, IEEE Access, 7, pp. 46506-46521, 2019.
  • Wang, and X. Zhang, Secure Cover Selection for Steganography, IEEE Access, 7, pp. 57857-57867, 2019.
  • Wang, S. Li, and X. Zhang, Towards Improved Steganalysis: When Cover Selection Is Used in Steganography, IEEE Access, 7, pp. 168914-168921, 2019.
  • Qin, X. Qian, W. Hong, and X. Zhang, An Efficient Coding Scheme for Reversible Data Hiding in Encrypted Image with Redundancy Transfer, Information Sciences, 487, pp. 176-192, 2019.
  • Jia, Z. Yin, X. Zhang, and Y. Luo, Reversible Data Hiding Based on Reducing Invalid Shifting of Pixels in Histogram Shifting, Signal Processing, 163, pp. 238-246, 2019.
  • Liang, X. Zhang, and H. Cheng, Huffman-Code Based Retrieval for Encrypted JPEG Images, Journal of Visual Communication and Image Representation, 61, pp. 149-156, 2019.
  • Du, W. Zhang, H. Fu, W. Ren, and X. Zhang, An Efficient Privacy Protection Scheme for Data Security in Video Surveillance, Journal of Visual Communication and Image Representation, 59, pp. 347-362, 2019.
  • Zhong, Z. Qian, Z. Wang, and X. Zhang, Steganography in Stylized Images, Journal of Electronic Imaging, 28(3), 033005, 2019.
  • Zeng, G. Feng, and X. Zhang, Detection of Double JPEG Compression Using Modified Dense Net Model, Multimedia Tools and Applications, 78(7), pp. 8183-8196, 2019.
  • Liu, Z. Wang, Z. Qian, X. Zhang, and G. Feng, Steganography in Beautified Images, Mathematical Biosciences and Engineering, 16(4), pp. 2322-2333, 2019.
  • Shi, Z. Wang, Z. Qian, N. Huang, P. Puteaux, and X. Zhang, Distortion Function for Emoji Image Steganography, Computers, Materials & Continua, 59(3), pp. 943-953, 2019.
  • Qian, Z. Wang, X. Zhang, and G. Feng, Breaking Steganography: Slight Modification with Distortion Minimization, International Journal of Digital Crime and Forensics, 11(1), pp. 114-125, 2019.
  • Wang, Z. Yin, and X. Zhang, Asymmetric Distortion Function for JPEG Steganography Using Block Artifact Compensation, International Journal of Digital Crime and Forensics, 11(1), pp. 90-99, 2019.
  • Wang, J. Ni, X. Zhang, and Q. Huang, Efficient Compression of Encrypted Binary Images Using the Markov Random Field, IEEE Trans. on Information Forensics & Security, 13(5), pp. 1271-1285, 2018.
  • Qian, H. Zhou, X. Zhang, and W. Zhang, Separable Reversible Data Hiding in Encrypted JPEG Bitstreams, IEEE Trans. on Dependable and Secure Computing, 15(6), pp. 1055-1067, 2018.
  • Wang, X. Zhang, and Z. Yin, Joint Cover-Selection and Payload-Allocation by Steganographic Distortion Optimization, IEEE Signal Processing Letters, 25(10), pp. 1530-1534, 2018.
  • Li, K. Wu, X. Zhang, J. Lei, and M. Wen, Robust Batch Steganography in Social Networks With Non-Uniform Payload and Data Decomposition, IEEE Access, 6, pp. 29912-29925, 2018.
  • Wang, Z. Qian, X. Zhang, M. Yang, and D. Ye, On Improving Distortion Functions for JPEG Steganography, IEEE Access, 6, pp. 74917-74930, 2018.
  • Qiu, H. He, Z. Qian, S. Li, and X. Zhang, Lossless Data Hiding in JPEG Bitstream Using Alternative Embedding, Journal of Visual Communication and Image Representation, 52, pp. 86-91, 2018.
  • Qin, X. Chen, X. Luo, X. Zhang, and X. Sun, Perceptual Image Hashing via Dual-cross Pattern Encoding and Salient Structure Detection, Information Sciences, 423, pp. 284-302, 2018.
  • Qin, W. Zhang, F. Cao, X. Zhang, and C.-C. Chang, Separable Reversible Data Hiding in Encrypted Images via Adaptive Embedding Strategy with Block Selection, Signal Processing, 153, pp. 109-122, 2018.
  • Yao, C. Qin, Z. Tang, and X. Zhang, A General Framework for Shiftable Position-Based Dual-image Reversible Data Hiding, EURASIP Journal on Image and Video Processing, 41, pp. 1-10, 2018.
  • Qian, L. Pan, N. Huang, and X. Zhang, Constructive Steganography by Tangles, KSII Transactions on Internet and Information Systems, 12(8), pp. 3911-3925, 2018.
  • Qian, N. Huang, S. Li, and X. Zhang, Constructive Steganography Using Texture Synthesis, IETE Technical Review, 35(Sup. 1), pp. 14-22, 2018.
  • Li, X. Chen, Z. Wang, Z. Qian, and X. Zhang, Data Hiding in Iris Image for Privacy Protection, IETE Technical Review, 35(Sup. 1), pp. 34-41, 2018.
  • Wang, Z. Yin, and X. Zhang, Distortion Function for JPEG Steganography Based on Image-Texture and Correlation in DCT Domain, IETE Technical Review, 35(4), pp. 351-358, 2018.
  • Wei, Z. Yin, Z. Wang, and X. Zhang, Distortion Function Based on Residual Blocks for JPEG Steganography, Multimedia Tools and Applications, 77(14), pp. 17875-17888, 2018.
  • Lv, S. Li, and X. Zhang, A Novel Auxiliary Data Construction Scheme for Reversible Data Hiding in JPEG Images, Multimedia Tools and Applications, 77(14), pp. 18029-18041, 2018.
  • Yin, X. Niu, X. Zhang, J. Tang, and B. Luo, Reversible data hiding in encrypted AMBTC images, Multimedia Tools and Applications, 77(14), pp. 18067-18083, 2018.
  • Liang, X. Zhang, H. Cheng, and Q. Wei, Secure and Efficient Image Retrieval over Encrypted Cloud Data, Security and Communication Networks, vol. 2018, Article ID 7915393, 14 pages, 2018.
  • Li, K, Wu, X. Zhang, J. Lei, and M. Wen, Multi-Source Stego Detection with Low-Dimensional Textural Feature and Clustering Ensembles, Symmetry, 10(5), 128, 2018.