人物經(jīng)歷
學(xué)習(xí)經(jīng)歷
1995年9月~1999年6月湘潭大學(xué)機(jī)械學(xué)院學(xué)習(xí)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)院學(xué)習(xí)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)院學(xué)習(xí)博士專業(yè):電路與系統(tǒng)
工作經(jīng)歷
2002.7~2003.7廣州珠江電信設(shè)備制造有限公司項(xiàng)目經(jīng)理
2005.5~2005.11香港城市大學(xué)電子工程系 研究助理
2006.7~湖南大學(xué)信息科學(xué)與工程學(xué)院講師、副教授、教授
2009.4~2010.4 英國Wariwick大學(xué)計(jì)算機(jī)系 訪問博士后
學(xué)術(shù)兼職
- 全國信息隱藏暨多媒體安全專家委員會(huì)委員中國圖像圖形學(xué)會(huì)數(shù)字媒體取證與安全專家委員會(huì)委員中國保密協(xié)會(huì)教育分會(huì)常務(wù)理事、全國網(wǎng)絡(luò)空間安全協(xié)會(huì)單位代表、湖南省計(jì)算機(jī)學(xué)會(huì)理事?lián)螄H期刊International Journal of Digital Crime and Forensics (EI國際期刊)的Associate Editor中國計(jì)算機(jī)學(xué)會(huì)(CCF)會(huì)員,IEEE會(huì)員,ACM會(huì)員。擔(dān)任ACM Computing Survey, IEEE TIP, IEEE TIFS, IEEE TCSVT, Forensics Science International, IET Information Security, EURASIP Journal on Image and Video Processing, Security Communications Networks等國際期刊與電子學(xué)報(bào)、計(jì)算機(jī)研究與發(fā)展、中國圖象圖形學(xué)報(bào)等國內(nèi)期刊的審稿專家
主講課程
本科生:計(jì)算機(jī)科學(xué)概論,保密技術(shù)概論,數(shù)字取證技術(shù)
研究生:數(shù)字取證
博士生:信息安全的數(shù)學(xué)基礎(chǔ)
留學(xué)生:Network and Information Security
研究方向
1.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、人臉識(shí)別攻擊、人臉融合偽造復(fù)原等
2.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
3.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
科研項(xiàng)目
近五年主持的部分科研項(xiàng)目:
1.國家自然科學(xué)基金項(xiàng)目“數(shù)字圖像成像渠道取證的非線性機(jī)理及應(yīng)用研究”(61572182)
研究期限:2016.1-2019.12
2.國家自然科學(xué)基金項(xiàng)目“二維CAD圖形可逆水印理論與方法的研究”(61370225)
研究期限:2014.1-2017.12
3.國家自然科學(xué)基金項(xiàng)目“基于PRNU的數(shù)字圖像成像渠道被動(dòng)取證研究”(61070195)
研究期限:2011.1-2013.12
4.湖南省自然科學(xué)基金重點(diǎn)項(xiàng)目“基于分形理論的數(shù)字圖像成像渠道被動(dòng)取證研究”(12JJA006)
研究期限:2012.7-2015.7
5.湖南省自然科學(xué)基金項(xiàng)目“二維工程圖水印及其在網(wǎng)絡(luò)制造中的應(yīng)用研究”(09JJ4032)
研究期限:2009.7-2012.7
6.湖南省科技計(jì)劃重點(diǎn)項(xiàng)目“基于超算的多媒體內(nèi)容保護(hù)關(guān)鍵技術(shù)研究”(2014FJ4161)
研究期限:2014.7-2017.7
代表論文
[1] 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, 8(10): 1688u20131699, 2013.(CCF A類,TOP期刊)
[2] 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.(CCF A類,TOP期刊)
[3] 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): 2372u20132382(CCF A類,TOP期刊)
[4] 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(CCF B類,TOP期刊)
[5]Fei Peng*, Xiang Zhang, Zi-xing, 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, 2019.DOI: 10.1109/TCSVT.2019.2924910.(CCF B類)
[6]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.
[7] Fei Peng*, Jing Yang, Zi-xing Lin, Min Long, Source identification of 3D printed objects based on inherent equipment distortion,Computers & Security, 2019,82:173-183.(CCF B類)
[8] Fei Peng*, Yan Liu, Min Long, Reversible watermarking for 2D CAD engineering graphics based on improved histogram shifting,Computer-Aided Design, 49:42-50.2014(CCF B類)
[9] Peng Fei*, Lei Yu-zhou, Long Min, Sun Xing-ming. A reversible watermarking scheme for two-dimensional CAD engineering graphics based on improved difference expansion.Computer-Aided Design, 2011, 43(8):1018-1024.(CCF B類)
[10]Fei Peng*, Re-Si Guo, Chang-Tsun Li, Min Long, A semi-fragile watermarking algorithm for authenticating 2D CAD engineering graphics based on log-polar transformation,Computer-Aided Design, 42:1207-1216,2010.(CCF B類)
[11] Le-Bing Zhang, Fei Peng*, Min Long, Face Morphing Detection Using Fourier Spectrum of Sensor Pattern Noise,IEEE ICME 2018,(CCF B類國際會(huì)議)
[11] Fei Peng*, Jiao-ling Shi, Min Long, Identifying Photograhic Images and Photorealistic Computer Graphics Using Multi-fractal Features of PRNU,IEEE ICME2014.(CCF B類國際會(huì)議)
[12] Zi-xing Lin, Fei Peng*, Min Long, A Reversible Watermarking for Authenticating 2D Vector Graphics Based on Bionic Spider Web,Signal Processing: Image communications, 2017(CCF C類)
[13] Le-Bing Zhang, Fei Peng*, Min Long, Identifing source camera using guided image estimation and block weighted average,Journal of Visual Communication and Image Representation,2017(CCF C類)