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彭飛

教授

廣州大學 人工智能與區塊鏈研究院

人工智能安全 , 多媒體內容安全 , 工業互聯網安全

簡介  ABOUT

動態   NEWS

學術   ACADEMIC

個人簡介

彭飛,男,教授,博士生導師,廣州大學百人計劃突出學術帶頭人。主要從事人工智能安全、多媒體安全與保密、工業互聯網安全等領域的研究。2006年博士畢業于華南理工大學電子與信息學院,曾在香港城市大學、英國Warwick大學、新加坡國立大學等進行訪問研究工作。曾先后擔任湖南大學信息科學與工程學院信息工程系主任、網絡空間安全系主任、國家保密學院建設辦主任。主持承擔了國家自然科學基金項目5項、省部重點或一般項目10項,參與國家重點研發項目、國家自然科學基金重點項目級或省部級項目20余項。入選湖南省骨干青年教師培養對象,獲得首屆全國保密專業教育優秀教師、湖南大學優秀教師、優秀共產黨員等稱號,多次獲得全國信息隱藏暨多媒體安全學術大會(CIHW)優秀論文獎、湖南省自然科學優秀論文獎。目前已在國際國內權威期刊發表學術論文100余篇,當前谷歌學術H指數為23。研究成果獲得湖南省自然科學二等獎、科技進步二等獎、自然科學三等獎。入選全球前2%頂尖科學家榜單之“科學影響力排行榜(2019,2020, 2021, 2022)”、“終身科學影響力排行榜(2020, 2021, 2022)”。

研究方向

人工智能的安全應用:基于深度學習的圖像取證/反取證、人臉隱私保護、人臉偽造檢測、人臉識別攻擊、人臉融合偽造復原等
多媒體安全與保密:數字圖像加密域可逆信息隱藏、矢量圖形加密域可逆水印、圖紙抗打印掃描水印、跨媒介數據版權保護等
工業互聯網安全與保密:工業數據隱私保護、工業互聯網數據版權保護、工業互聯網數據泄密防護技術等

學習經歷

1995年9月~1999年6月 湘潭大學機械工程學院,本科,專業:機電工程
1999年9月~2002年6月 廣東工業大學機電學院,碩士,專業:機電工程
2003年9月~2006年6月 華南理工大學電信學院,博士,專業:電路與系統

代表性論文

[1] Fei Peng, Le Qin, Min Long, Face morphing attack detection and localization based on feature-wise supervision, IEEE Transactions on Information Forensics and Security, 2022, Accepted.
[2] Fei Peng, Tong-xin Liao, Min Long. A Semi-fragile Reversible Watermarking for Authenticating 3D Models in Dual Domains Based on Variable Direction Double Modulation. IEEE Transactions on Circuits and Systems for Video Technology, 2022, DOI: 10.1109/TCSVT.2022.3192542.
[3] Fei Peng, Wen-yan Jiang, Min Long. A Low Distortion and Steganalysis-Resistant Reversible Data Hiding for 2D Engineering Graphics. ACM Transactions on Multimedia Computing Communications and Applications, 2022, DOI: 10.1145/3539661.
[4] Fei Peng, Li-ping Yin, Min Long. et.al. BDC-GAN: Bidirectional Conversion between Computer-generated and Natural Facial Images for Anti-forensics, IEEE Transactions on Circuits and Systems for Video Technology, 2022, DOI: 10.1109/TCSVT.2022.3177238.
[5] Fei Peng, Wen-yang Jiang, Min Long, et.al. A Reversible Watermarking for 2D Engineering Graphics Based on Difference Expansion with Adaptive Interval Partitioning, IEEE Transactions on Dependable and Secure Computing, 2022, DOI10.1109/TDSC.2022.3166134.
[6] Fei Peng, Guan-fu Chen, Min Long. A Robust Coverless Steganography Based on Generative Adversarial Networks and Gradient Descent Approximation. IEEE Transactions on Circuits and Systems for Video Technology, 2022, DOI: 10.1109/TCSVT.2022.3161419.
[7] Le Qin, Fei Peng, Min Long, R. Ramachandra, C.Busch. Vulnerabilities of Unattended Face Verification Systems to Facial Components-based Presentation Attacks: An Empirical Study,  ACM Transactions on Privacy and Security, 2022,25(1):1-28, Article No. 4. 
[8] Fei Peng, Zi-xing Lin, Xiang Zhang, Min Long. A semi-fragile reversible watermarking for authenticating 2D engineering graphics based on improved region nesting, IEEE Transactions on Circuits and Systems for Video Technology, 2021, 31(1): 411-424. 
[9] Fei Peng, B. Long, Min Long. A general region nesting based semi-fragile reversible watermarking for authenticating 3D mesh models, IEEE Transactions on Circuits and Systems for Video Technology, DOI: 10.1109/TCSVT.2021.3052468.
[10] Fei Peng, Bo Long, Min Long. A Semi-fragile Reversible Watermarking for Authenticating 3D Models Based on Virtual Polygon Projection and Double Modulation Strategy, IEEE Transactions on Multimedia, 2021, DOI: 10.1109/TMM.2021.3134159.
[11] L. Qin, Fei Peng, S. Venkatesh, R. Ramachandra, Min Long, C. Busch. Low visual distortion and robust morphing attacks based on partial face image manipulation, IEEE Transactions on Biometrics, Behavior, and Identity Science, 2021, 3(1): 72-88. 
[12] Fei Peng, Li-Ping Yin, Le-Bing Zhang, Min Long, CGR-GAN: CG facial image regeneration for antiforensics based on generative adversarial network, IEEE Transactions on Multimedia, 2020, 22(10): 2511-2525.   
[13] Fei Peng*, Wen-yan Jiang, Ying Qi, Zi-xing Lin, Min Long, Separable robust reversible watermarking in encrypted 2D vector graphics, IEEE Transactions on Circuits and Systems for Video Technology, 2020, 30(8):2391-2405.   
[14] Fei Peng, X. Zhang, Z. Lin, Min Long. A tunable selective encryption scheme for H.265/HEVC based on chroma IPM and coefficient scrambling, IEEE Transactions on Circuits and Systems for Video Technology, 2020, 30(8) : 2765-2780. 
[15] Fei Peng, Zi-Xing Lin, Xiang Zhang, Min Long, Reversible data hiding in encrypted 2D vector graphics based on reversible mapping model for real numbers , IEEE Transactions on Information Forensics and Security, 2019, 14(9): 2400-2411.   
[16] Fei Peng, Jing Yang, Min Long, 3-D printed object authentication based on printing noise and digital signature, IEEE Transactions on Reliability, 2019, 68(1): 342-353.    
[17] Zi-xing Lin, Fei Peng, Min Long, A low-distortion reversible watermarking for 2D engineering graphics based on region nesting, IEEE Transactions on Information Forensics and Security, 2018, 13(9): 2372-2382.   
[18] Xiang Zhang, Fei Peng, Min Long, Robust coverless image steganography based on DCT and LDA topic classification, IEEE Transactions on Multimedia, 2018, 20(12): 3223-3238.   
[19] Fei Peng, Xiao-wen Zhu, Min Long, An ROI privacy protection scheme for H.264 video based on FMO and chaos, IEEE Transactions on Information Forensics and Security, 2013, 8(10): 1688-1699.    

學術兼職

International Journal of Digital Crime and Forensics國際期刊(ESCI, EI)副主編
全國信息隱藏暨多媒體安全專家委員會委員
中國圖像圖形學會數字媒體取證與安全專業委員會委員
中國圖像圖形學會視頻監控與安全專業委會委員
中國地理信息產業協會地理信息安全技術工作委員會委員
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