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彭飛 Peng Fei

教授

廣州大學(xué) 人工智能與區(qū)塊鏈研究院

人工智能安全 , 多媒體內(nèi)容安全 , 工業(yè)互聯(lián)網(wǎng)安全

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彭飛,男,,教授,,博士生導(dǎo)師,,廣州大學(xué)百人計(jì)劃突出學(xué)術(shù)帶頭人,。主要從事人工智能安全、多媒體安全與保密,、工業(yè)互聯(lián)網(wǎng)安全等領(lǐng)域的研究,。2006年博士畢業(yè)于華南理工大學(xué)電子與信息學(xué)院,曾在香港城市大學(xué),、英國(guó)Warwick大學(xué),、新加坡國(guó)立大學(xué)等進(jìn)行訪問研究工作。曾先后擔(dān)任湖南大學(xué)信息科學(xué)與工程學(xué)院信息工程系主任,、網(wǎng)絡(luò)空間安全系主任,、國(guó)家保密學(xué)院建設(shè)辦主任。主持承擔(dān)了國(guó)家自然科學(xué)基金項(xiàng)目5項(xiàng),、省部重點(diǎn)或一般項(xiàng)目10項(xiàng),,參與國(guó)家重點(diǎn)研發(fā)項(xiàng)目、國(guó)家自然科學(xué)基金重點(diǎn)項(xiàng)目級(jí)或省部級(jí)項(xiàng)目20余項(xiàng),。入選湖南省骨干青年教師培養(yǎng)對(duì)象,,獲得首屆全國(guó)保密專業(yè)教育優(yōu)秀教師、湖南大學(xué)優(yōu)秀教師,、優(yōu)秀共產(chǎn)黨員等稱號(hào),,多次獲得全國(guó)信息隱藏暨多媒體安全學(xué)術(shù)大會(huì)(CIHW)優(yōu)秀論文獎(jiǎng)、湖南省自然科學(xué)優(yōu)秀論文獎(jiǎng),。目前已在國(guó)際國(guó)內(nèi)權(quán)威期刊發(fā)表學(xué)術(shù)論文100余篇,,當(dāng)前谷歌學(xué)術(shù)H指數(shù)為23。研究成果獲得湖南省自然科學(xué)二等獎(jiǎng),、科技進(jìn)步二等獎(jiǎng),、自然科學(xué)三等獎(jiǎng)。入選全球前2%頂尖科學(xué)家榜單之“科學(xué)影響力排行榜(2019,,2020, 2021, 2022)”,、“終身科學(xué)影響力排行榜(2020, 2021, 2022)”,。

研究方向

人工智能的安全應(yīng)用:基于深度學(xué)習(xí)的圖像取證/反取證、人臉隱私保護(hù),、人臉偽造檢測(cè),、人臉識(shí)別攻擊、人臉融合偽造復(fù)原等
多媒體安全與保密:數(shù)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(shù)據(jù)版權(quán)保護(hù)等
工業(yè)互聯(lián)網(wǎng)安全與保密:工業(yè)數(shù)據(jù)隱私保護(hù),、工業(yè)互聯(lián)網(wǎng)數(shù)據(jù)版權(quán)保護(hù),、工業(yè)互聯(lián)網(wǎng)數(shù)據(jù)泄密防護(hù)技術(shù)等

學(xué)習(xí)經(jīng)歷

1995年9月~1999年6月 湘潭大學(xué)機(jī)械工程學(xué)院,本科,,專業(yè):機(jī)電工程
1999年9月~2002年6月 廣東工業(yè)大學(xué)機(jī)電學(xué)院,,碩士,專業(yè):機(jī)電工程
2003年9月~2006年6月 華南理工大學(xué)電信學(xué)院,,博士,,專業(yè):電路與系統(tǒng)

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(xué)術(shù)兼職

International Journal of Digital Crime and Forensics國(guó)際期刊(ESCI, EI)副主編
全國(guó)信息隱藏暨多媒體安全專家委員會(huì)委員
中國(guó)圖像圖形學(xué)會(huì)數(shù)字媒體取證與安全專業(yè)委員會(huì)委員
中國(guó)圖像圖形學(xué)會(huì)視頻監(jiān)控與安全專業(yè)委會(huì)委員
中國(guó)地理信息產(chǎn)業(yè)協(xié)會(huì)地理信息安全技術(shù)工作委員會(huì)委員
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