康显桂

所属研究所、院系: 
网络空间安全研究所
职称: 
教授
办公电话: 
020-39333120
E-mail: 
isskxg@mail.sysu.edu.cn
办公地点: 
中山大学教学实验中心B501(广东省信息安全重点实验室B501)
教师简介: 

  中山大学教授,博士导师,兼任广东省信息安全重点实验室副主任。先后毕业于北京大学、南京大学、中山大学,并取得学士、硕士、博士学位。

 主要研究方向是深度学习,模式识别,多媒体信息处理与通信,多媒体信息隐藏和多媒体信息取证方法与理论。2005年以来,主持各类科研项目18项,包括主持国家自然科学基金重点项目1项, 面上项目3项和广东省自然科学基金重点项目1项,作为骨干成员参加国家自然科学基金重点项目和国家自然科学基金-广东省联合基金重点项目等多项,作为核心成员参加国家973计划项目。

 在本领域国内外重要刊物以第一作者或通讯作者共发表论著50多篇(章),包括IEEE Transactions期刊论文9篇,已收录SCI 18篇,已收录EI 30篇;获授权国家发明专利 4项。研究成果两次获得本领域重要国际会议International Workshop on Digital-Forensics and Watermarking (IWDW)2008 年和2013年论文最佳奖, 国家教育部提名国家科学技术奖自然科学一等奖, 广东省优秀博士论文奖等国际国内多项奖励。学术任职包括:  IEEE 通讯学会多媒体通信技术委员会成员,环太平洋国家信号处理协会图像和视频处理技术委员会成员,全国信息隐藏专家委员会成员等。

国际期刊“Signal Processing: Image Communication”(SCI 1.63, 中国计算机学会推荐期刊) 和"KSII Transactions on Internet and Information Systems"(SCI期刊)的Area Editor

 

研究领域: 

1. 深度学习、模式识别

2. 隐写分析、多媒体信息取证

3. 多媒体信号处理与信息安全、信号处理与通信技术多目标优化分析

4. 多媒体信息隐藏和信息取证方法与理论

教育背景: 

2014/06 - 2014/09,加拿大  University of British Columbia 访问学者,合作导师:Prof. Z.Jane Wang

2011/08 – 2012/08,美国马里兰大学电气与计算机工程系访问学者,合作导师:IEEE signal processing society 的主席Prof. K. J. Ray Liu(IEEEfellow)

2004/08 – 2005/09,美国新泽西理工学院(NJIT)电气与计算机工程系博士后, 合作导师:Prof. Yun Q. Shi (IEEE fellow)

1998/09 – 2004/03,中山大学计算机软件与理论专业博士研究生, 获理学博士

1990/09 – 1993/07,南京大学硕士研究生, 获理学硕士

1986/09 – 1990/07,北京大学本科生, 获理学学士

工作经历: 

现为中山大学数据科学与计算机学院教授和博士生导师,兼任广东省信息安全重点实验室副主任。从1996年起在中山大学从事教学和科研,2010年6月起任中山大学教授,2010年12月起任中山大学博士导师。

2014/06 - 2014/09,加拿大 University of British Columbia 访问学者,合作导师:Prof. Z.Jane Wang

2011/08 – 2012/08,美国马里兰大学电气与计算机工程系访问学者,合作导师:IEEE signal processing society 的主席Prof. K. J. Ray Liu(IEEEfellow)

2004/08 – 2005/09,美国新泽西理工学院(NJIT)电气与计算机工程系博士后, 合作导师:Prof. Yun Q. Shi (IEEE fellow)

 

海外经历: 

2014/06 - 2014/09,加拿大 University of British Columbia 访问学者,合作导师:Prof. Z.Jane Wang

2011/08 – 2012/08,美国马里兰大学电气与计算机工程系访问学者,合作导师:IEEE signal processing society 的主席Prof. K. J. Ray Liu(IEEEfellow)

2004/08 – 2005/09,美国新泽西理工学院(NJIT)电气与计算机工程系博士后, 合作导师:Prof. Yun Q. Shi (IEEE fellow)

获奖及荣誉: 

1) 获得本领域重要国际会议IWDW 2013的最佳学生论文奖 (Best Student Paper Award,论文通讯作者):Hui Zeng, 康显桂*, “Camera Source Identification Game with incomplete information,” in Proc. of International Workshop on Digital-forensics and Watermarking, IWDW 2013, 2013/10/01-2013/10/03, Auckland, New Zealand, 2013;

2) 获得本领域重要国际会议IWDW 2008的最佳学生论文奖 (Best Student Paper Award,论文通讯作者):Rui Yang, 康显桂*, Jiwu Huang. "Robust Audio Watermarking Based On Log-polar Frequency Index", in Proc. of International Workshop on Digital-forensics and Watermarking, IWDW 2008, Busan, Korea, 2008;

3) 稳健数字水印方法,教育部提名国家科学技术奖自然科学一等奖;

4) 2005年广东省优秀博士论文奖

科研项目: 

1) 主持:国家自然科学基金项目,多媒体信息取证多目标优化分析( 项目编号:61379155) , 在研。

2) 主持(联合单位主持人):国家自然科学基金联合基金重点项目,基于自然图像内容的信息隐藏检测理论、建模、系统实现以及安全性评价研究(项目编号:U1536204),在研。

3) 主持:国家自然科学基金项目,信息取证关键技术及其安全性研究(项目编号:61070167), 已结题。

4) 主持:国家自然科学基金项目(项目编号:60403045), 已结题。

5) 主持:广东省自然科学基金重点项目,图像信息取证方法的博弈学分析研究(项目编号:s201302001278),在研。

6) 主持:国家教育部博士点基金博导类项目,信息取证系统安全性和稳健性研究(项目编号:20110171110042),已结题。

7)主持:广东省自然科学基金项目(项目编号:9151027501000103), 已结题。

8)主持:广东省自然科学基金项目(项目编号:04009742), 已结题。

9) 主持:国家信息安全重点实验室开放基金项目,图像信息取证方法的研究,已结题。

10) 主持:数字图像版权保护方法的研究,国家模式识别重点实验室开放基金项目,已结题。

11) 主持:广州市科技计划项目(项目编号: 2006Z3-D3041), 电子政务中关键认证技术与软件研究,已结题。

12) 主持: 江苏省网络安全中心开放课题,多媒体信息安全技术及其博弈分析,在研。

13) 主持:中国电信委托研发项目,面向LTE的TELCO-OTT实时通信系统研究与开发, 在研。

14) 参加:国家自然科学基金重点项目1项,国家自然科学基金广东省联合基金项目1项和973项目1项,已结题。

主要学术兼职: 

(1)IEEE Multimedia Communications Technical Committee member of IEEE Communications Society (MMTC);IMV Technical Committee member of Asian-Pacific Signal and Information Processing Association

(2)全国信息隐藏专家委员会成员, 本领域重要国际会议WIFS,IWDW,ICIP, ICC, ICNC,MMSP的技术委员会成员;

(3) WIFS (2013) 的Financial chair,IWDW 2010~ IWDW 2013 Session Chair(分会主席),ICIP 2013 Session Chair, APSIPA ASC 2012 Session Chair,ChinaSip 2013和ChinaSip 2015 Session Chair,  APSIPA ASC 2016 Special Session Chair;

(4) IEEE Trans. on Information Forensics and Security, IEEE Trans. on Multimedia, IEEE Trans. on CSVT, IEEE Trans. on Image Processing等多种国际权威期刊的审稿人;

(5) 国际期刊“Signal Processing: Image Communication”(SCI 1.63, CCF推荐期刊))的Area Editor;

(6) 国际期刊"KSII Transactions on Internet and Information Systems"(SCI期刊)的Area Editor。

教授课程: 

通信原理, 数字通信,数字信号处理,数字图像处理, 微型计算机组成原理,凸优化技术等。

代表性论著: 

1) H. Zeng, J. Liu, J. Yu, X. Kang,Z. J. Wang, Y. Q. Shi "A Framework of Camera Source Identification Bayesian Game," IEEE transactions on Cybernetics (accepted)

2) X. Lin, J. Liu, X. Kang, Audio recapture detection with convolutional neural networks,  IEEE Transactions on Multimedia (accepted)

3)X. Kang, M. C. Stamm, A. Peng and K. J. R. Liu, "Robust median filtering forensics using an autoregressive model", IEEE Transactions on Information Forensic and Security, vol. 8, no. 9, pp. 1456 - 1468, Sept. 2013.

4)X. Kang, Y. Li, Z. Qu, J. Huang, "Enhancing Source Camera Identification Performance with a Camera Reference Phase Sensor Pattern Noise," IEEE Transactions on Information Forensic and Security, vol. 7, no. 2, pp. 

393-402, 2012.

5)Xiangui Kang, Jiwu Huang, Wenjun Zeng, “Efficient General Print-Scanning Resilient Data Hiding Based on Uniform Log-Polar Mapping,” IEEE Transactions on Information Forensic and Security, vol. 5, no. 1, pp. 1-12, Mar. 2010.

6)Xiangui Kang, RuiYang, Jiwu Huang, “Geometric Invariant Audio Watermarking Based on an LCM Feature,” IEEE Transactions on Multimedia, vol.13, no.2, pp.181-190, 2011.

7)Xiangui Kang, Jiwu Huang, Yun Q. Shi, Yan Lin. “A DWT-DFT composite watermarking scheme robust to affine transform and JPEG compression”, IEEE Transactions on Circuit and System for Video Technology, vol. 13, no. 8,pp. 776-786, Aug., 2003

8)Xiangui Kang, Jiwu Huang, Wenjun Zeng, “Improving Robustness of Quantization-Based Image Watermarking via Adaptive Receiver,” IEEE Transactions on Multimedia, vol. 10, no. 6, pp. 953-959, Oct. 2008.

9)Jingxian Liu, Xiangui Kang, et al. "Median Filtering Forensics Based on Convolutional Neural Networks, " IEEE Signal Processing Letter, Vol. 22, No.11, pp. 1849-1853, Nov. 2015.

10)Hui Zeng, Xiangui Kang, “Camera Source Identification Game with incomplete information,” in Proc. of International Workshop on Digital-forensics and Watermarking(IWDW 2013), 2013/10/01-2013/10/03, Auckland, New Zealand, 2013 (Best Student Award).

11) Rui Yang, Xiangui Kang*, Jiwu Huang. "Robust Audio Watermarking Based On Log-polar Frequency Index", IWDW 2008, LNCS 5450, pp. 124–138, Springer-Verlag Berlin Heidelberg 2009 (Best Student Award).

12)  X. Lin, X. Kang, "Exposing speech tampering via spectral phase analysis,", Digital Signal Processing (SCI 1.5), accepted, 2016.

13)Hui Zeng and Xiangui Kang, "Fast Source Camera Identification Using Content Adaptive Guided Image Filter", Journal of Forensic Science, Vol. 61,No.2, pp.520-526, March 2016(SCI IF: 1.2). Doi: 10.1111/1556-4029.13017. (Available online:  http://onlinelibrary.wiley.com/doi/10.1111/1556-4029.13017/epdf)

14) Hui Zeng, XianguiKang, Anjie Peng, A Multi-purpose countermeasure against image anti-forensics using autoregressive model, Neurocomputing(SCI IF: 2.29), doi:10.1016/j.neucom.2015.12.089, Jan. 2016. (Available online: http://www.sciencedirect.com/science/article/pii/S0925231215020652)

15) Xiangui Kang et al.,"A context-adaptive SPN predictor for trustworthy source camera identification, " EURASIP Journal on Image and Video Processing (SCI),  2014:19 (2 April 2014).

16) Xiangui Kang, Anjie Peng and Xianyu Xu, Xiaochun Cao,"Performing scalable lossy compression on pixel encrypted images", The EURASIP Journal on Image and Video Processing (SCI), vol. 2013:32, pp.1 ~ 6, May 2013.

17) Xiangui Kang, Jiwu Huang, “Non-ambiguity of blind watermarking: a revisit with analytical resolution,” Science in China: Series F (SCI) , vol. 52, no. 2, pp.1-10, Feb., 2009, Springer - Verlag.

18)彭安杰,康显桂,基于滤波残差多方向差分的中值滤波取证技术,计算机学报,2016,39(3):503-515。(国内一级刊物

19)彭安杰,曾辉,康显桂,基于多方向差分的重采样取证技术,中国科学:信息科学。(已录用)(国内顶级刊物)。

20) Xiangui Kang,黄继武, 林彦,杨群生,“抗仿射变换的扩频图象水印算法”, 电子学报,vol. 32, no. 1, pp. 8-12,2004. (国内一级刊物

21) Xiangui Kang, Jiwu Huang, “Watermarking algorithm robust to geometric distortion,” vol. 29, no. 5, pp. 709-715, 自动化学报, 2003. (国内一级刊物

22) Xiangui Kang, Wenjun Zeng, Jiwu Huang. “Multi-band Wavelet Watermarking Scheme”, International Journal on Network Security, Vol.6, No.2, PP.116–121, 2008.

23) Hui Zeng, Xiangui Kang et al., "Removing camera fingerprint to disguise photograph source", IEEE international conference on image processing 2015, Sept. 27~30, Quebec, Canada.

24) Hui Zeng, Xiangui Kang at al. " Countering anti-forensics of median filtering, " in Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing 2014 (ICASSP2014), Florence, Italy, May 5-9, 2014.

25) Hui Zeng, Xiangui Kang*, Jiwu Huang, "Mixed strategy Nash equilibrium in the camera source identification game, " in Proc. of 20th IEEE International Conference on Image Processing 2013 (ICIP2013), Melbourne, Australia, Sept. 2013.

26) Zhenhua Qu, Xiangui Kang*, Jiwu Huang, Yinxiang Li, "Forensic sensor pattern noise extraction from large image dataset, " in Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing2013 (ICASSP2013), Vancouver, Canada, May 26 ~ 31, 2013.

27)Xiangui Kang, Xianyu Xu, Anjie Peng and Wenjun Zeng, “Scalable Lossy Compression for Pixel-Value Encrypted Images”, IEEE Data Compression Conference 2012, Snowbird, Utah, USA. April 10~12, 2012.

28)Xiangui Kang, Jiwu Huang, Yun Q. Shi, “Robust quantization-based watermarking with adaptive receiving”, IEEE international conference on image processing 2004, Oct. 2004, Singapore.

29)Xiangui Kang, Xiong Zhong, Jiwu Huang, Wenjun Zeng, “An Efficient Print-scanning Resilient Data Hiding Based on a Novel LPM,” IEEE international conference on image processing 2008, Oct. 2008, San Diego, CA, USA.

30) Yunwen Jiang, Hui Zeng, Xiangui Kang*, Li Liu, "The game of countering JPEG anti-forensics based on the noise level estimation, " in Proc. of Asian-Pacific Signal and Information Processing Association Annual Submit Conference,(APSIPA ASC) 2013, Taiwan, Nov. 2013.

31) Anjie Peng, Hui Zeng, Xiaodan Lin, Xiangui Kang, Countering anti-forensics of image resampling, proc. 2015 IEEE International Conference on Image Processing (ICIP 2015) , pp. 3595-3599, Quebec City, Canada, Sept. 2015.

32) Guangdong Wu, Xiangui Kang*, and K. J. Ray Liu, “A context adaptive predictor of sensor pattern noise for camera source identification”, ICIP 2012, Orlando, USA, Sept. 30~Oct. 3, 2012.

33) Xiangui Kang, Matthew C. Stamm, Anjie Peng and K. J. Ray Liu, “Robust Median Filtering Forensics Based on the Autoregressive Model of Median Filter Residual,” APSIPA ASC 2012, Los Angels, Dec. 2012.

34)  Xiangui Kang, Tengfei Qin,"Countering Median Filtering Anti-forensics and Performance Evaluation of Forensics against Intentional Attacks", the 3rd IEEE China Summit & International Conference on Signal and Information Processing, Chengdu, China, July 12th-15th, 2015, 2015.

35) Xiangui Kang, Junqiang Lan, Li Liu, XinhuaZhuang. “SNR-Based Bit Allocation in Video Quality Smoothing”, 2006 Pacific- Rim Conference on Multimedia, Lecture Notes in Computer Sciences, vol. 4261, pp.989-998, Springer-Verlag.

36) Xiangui Kang, Jiwu Huang, Yun Q. Shi. “An image watermarking algorithm robust to geometric distortion,” First international workshop on digital watermarking, IWDW 2002, Lecture Notes in Computer Sciences, Volume 2613, pp.211-223, Springer-Verlag.

37) Xiangui Kang, Jiwu Huang, Yun Q. Shi, Jianxiang Zhu. “Robust watermarking with adaptive receiving,” Proc. Of Int. Conf. on Digital Watermarking 2003, Lecture Notes in Computer Sciences, Vol. 2939, pp. 396-407, Springer-Verlag.

38) Xiangui Kang, Wenjun Zeng, Jiwu Huang, Xinhua Zhuang, Yun Q. Shi, “Digital watermarking based on multi-band wavelet and principal component analysis”, Visual Communications and Image Processing 2005. Edited by Li, Shipeng; Pereira, 

39) Fernando; Shum, Heung-Yeung; Tescher, Andrew G. Proceedings of the SPIE, Volume 5960, pp. 1112-1118 (2005).

40) Xiangui Kang, Chunhui Liu, Wenjun Zeng, Congbai Liu, Jiwu Huang. “Fast and automatic watermark resynchronization based on Zernike moments”,Proc. SPIE Vol. 6505, pp. 65050E, IS&T/SPIE 19th annual symposium-Security, Steganography and Watermarking of Multimedia Contents, San Jose, CA, USA, 2007.

41) Xiangui Kang, Yun Q. Shi, Jiwu Huang. “Achieving non-ambiguity of quantization-based watermarking.” Proc. SPIE Vol. 6072, pp. 60720F, Security, Steganography, and Watermarking of Multimedia Contents VIII, San Jose, CA, USA, Edward J. Delp III, Ping Wah Wong, 2006.

42) Xiangui Kang, Yun-Q. Shi, Wenjun Zeng, Jiwu Huang. “Multi-band Wavelet Based Digital Watermarking Using Principal Component Analysis”, Proc. Of Int. Conf. on Digital Watermarking 2005, Lecture Notes in Computer Sciences, vol.3710, page 139-146, Springer-Verlag.

43) Xiangui Kang, Yinxiang Li, Zhenhua Qu and Jiwu Huang, "Enhancing ROC Performance of Trustworthy Camera Source Identification", Proc. of SPIE, Vol. 7880, Media Watermarking, Security, and Forensics III, Nasir D. Memon; Jana Dittmann;Adnan M. Alattar; Edward J. Delp III, Editors, 788009, Feb. 2011

44)ongping Zhang, Xiangui Kang*, Philipp Zhang,A practical print-and-scan resilient watermarking for high resolution images,7th International Workshop on Digital-forensic and Watermarking, IWDW 2008, 2008/11/10-2008/11/12, pp 103-112,Busan, Korea, 2009.

45) X. Kang, X. Zhuang. “视频质量平滑中恒定SNR比特分配”,电子与信息学报,2007, (10): 2444-2450.

46) X. Kang, Jiwu Huang, and Yun. Q. Shi, “Image Data Hiding Robust to Both Geometric Distortion and JPEG Compression,” MULTIMEDIA SECURITY HANDBOOK, chapter 18, CRC press, Jan. 2005 (book chapter).

47) H. Zeng, X. Kang,  "Image splicing localization using PCA-based noise level estimation," DOI: 10.1007/s11042-016-3712-8, Multimedia Tools and Applications, accepted, 2016