个人简介（简历） 上海大学教授，中国计算机学会高级会员，中国图象图形学会数字媒体取证与安全专委会委员，长期从事多媒体安全、机器学习方向的研究与实践工作，在IEEE TNN、TIP、TIFS、TCYB、TCC、TDSC等国际重要期刊和会议上发表录用论文100多篇，Scholar Google总引用2000多次。曾担任过国际期刊《Journal of Real-Time Image Processing》和《Multimedia Systems》客座编辑，获得过2008年上海技术发明二等奖，2018年中国电子学会自然科学二等奖各一项。 科研方向: 机器学习、图像分析、多媒体安全 本科生教学 1 《概率论与随机过程》 2 《多媒体安全》 3 《Matlab工程应用》 研究生培养: 欢迎具备一定数学基础和编程经验的同学报考。 承担或参与的科研项目：主持科技部重点研发子课题，国家自然科学基金面上、联合项目，上海市自然基金项目等二十余项 学术论文及授权发明专利 1. Yanli Ren, Min Dong, Zhenxing Qian, Xinpeng Zhang and Guorui Feng, “Efficient algorithm for secure outsourcing of modular exponentiation with single server,” IEEE Transactions on Cloud Computing, (in press). 2. Sheng Li, Xinpeng Zhang, Zhenxing Qian, Guorui Feng and Yanli Ren, “Key based artificial fingerprint generation for privacy protection,” IEEE Transactions on Dependable and Secure Computing, vol. 17, no. 4, pp. 828-840, 2020. 3. Guorui Feng, Xinpeng Zhang, Yanli Ren, Zhenxing Qian and Sheng Li, “Diversity-based cascade filters for JPEG steganalysis,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 30, no. 2, pp. 376-386, 2020. 4. Lingchen Zhou, Guorui Feng, Liquan Shen and Xinpeng Zhang, “On security enhancement of steganography via generative adversarial image,” IEEE Signal Processing Letters, vol. 27, no.1, pp. 166-170, 2020. 5. Yanli Ren, Xinpeng Zhang, Guorui Feng, Zhenxing Qian and Fengyong Li, “How to extract image features based on co-occurrence matrix securely and efficiently in cloud computing,” IEEE Transactions on Cloud Computing, vol. 8, no. 1, pp. 207-219, 2020. 6. Liquan Shen and Guorui Feng, “Content-based adaptive SHVC mode decision algorithm,” IEEE Transactions on Multimedia, vol. 21, no. 11, pp. 2714-2725, 2019. 7. Liquan Shen, Guorui Feng and Ping An, “SHVC CU processing aided by a feedforward neural network,” IEEE Transactions on Industrial Informatics, vol. 15, no. 11, pp. 5803-5815, 2019. 8. Lingyan Fan, Wuyi Sun and Guorui Feng, “Image steganalysis via random subspace Fisher linear discriminant vector functional link network and feature mapping,” Mobile Networks and Applications, vol. 24, no. 4, pp. 1269-1278, 2019. 9. Danni Ni, Guorui Feng, Liquan Shen and Xinpeng Zhang, “Selective ensemble classification of image steganalysis via deep Q network,” IEEE Signal Processing Letters, vol. 26, no.7, pp. 1065-1069, 2019. 10. Liquan Shen, Ping An and Guorui Feng, “Low-complexity scalable extension of the High-Efficiency Video Coding (SHVC) encoding system,” ACM Transactions on Multimedia Computing, Communications and Applications, vol. 15, no. 2, pp. 2019. 其他 |