刘文印 Liu Wenyin

教授,博士生导师

刘文印博士目前任广东工业大学计算机学院特聘教授、博士生导师。刘文印博士于1988年和1992年分别获清华大学计算机系工学学士和硕士学位,1992年留校任教,1995年赴以色列理工学院(Technion)留学,1998年初获博士学位,1999年1月加入微软中国研究院任研究员,2002年1月加入香港城市大学电脑科学系,任助理教授及博士生导师,2015年入选广东省第五批引进创新科研团队带头人,创立网络身份安全实验室,致力于研发国际领先的网络身份安全技术,包括准确验证和便捷管理网络身份,及防止身份造假、假冒、欺诈、泄露、被盗等,创立机器人智能与协同实验室,致力于研发国际领先的机器人视觉编程、抓取、协作等技术,获授权发明专利18项,发表学术论文超过300篇,总引用次数超过5000次,H-Index达45。

刘文印博士因在图形识别及反网络钓鱼欺诈等研究领域的杰出贡献,于2010年入选国际模式识别学会会士(Fellow of IAPR--International Association for Pattern Recognition),因在图形识别等研究领域的突出贡献, 于2003年获国际模式识别学会颁发文档分析与识别领域杰出青年科学家奖(IAPR/ICDAR Outstanding Young Researcher Award)。刘文印博士也是天使投资人,投资领域包括网络安全、区块链、互联网+、大数据及机器人等。详细简历请见:http://www.wislab.cn/liuwy/cv.htmhttp://www.cs.cityu.edu.hk/~liuwy/cv.htm

联系信息

Email : liuwy®gdut.edu.cn

地址: 广东省广州市番禺区大学城外环西路100号广东工业大学自动化学院 (邮编510006)

Address:School of automation, Guangdong University of Technology,No.100, West Waihuan Street, HEMC, Panyu District,, Guangzhou 510006, Guangdong Privince, China

代表性研究成果:

网络身份是用于在网络空间区分和认定个体(个人、组织、设备或网络资源)的唯一性和不可否认性的标识。网络身份安全包括准确验证网络身份及防止身份造假、假冒、欺诈、泄露、被盗等。刘文印博士提出了基于“可信用户代理”的创新但兼容传统密码的网络身份认证及管理机制,获国家发明专利。其原型系统登录易®(denglu1.cn),专注解决“密码烧脑”“密码疲劳”问题,防“撞库”,防“钓鱼”,是一个帮用户(通过推送、扫码或其他非接触方式)自动注册、自动登录并管理账号密码的软硬件产品系列。用户再不需要人工设置、记忆及输入众多密码就能在各种终端上网,既方便又安全。 “密码不想记?就用登录易!”“拥有一个登录易,众多密码不要记!”

刘文印博士是国际上反网络钓鱼式欺诈(Anti-Phishing)领域的先锋之一,2004年即开发出利用互联网文本分析的方法甄别假冒网页的方法,首次提出“主动及基于视觉的反网络钓鱼策略”,在WWW2005会议及IEEE Internet Computing(2006)学术期刊上发表了该项成果,相关技术于2007年获授中国发明专利;首次发现利用不同Unicode文字集相似的特点进行网络钓鱼这一威胁并提出基于着色的解决方案,在APWeb2008会议上发表了该项成果,相关技术于2010年获授中国发明专利;首次提出如何寻找假冒网页所攻击的目标网页的这一问题并提出一些有效的解决方法,成果在IEEE Internet Computing(2012)杂志和FGCS 学报发表,相关技术于2010年获批准中国发明专利(在本领域共申请4项发明专利,全部获得授权);基于上述技术开发出了一系列有效解决钓鱼网站识别的商业产品,普通用户版的产品的下载量超过50,000次,企业版的产品已卖出两个授权使用许可;网络版的检测服务也收到超过100,000次的查询,发送微博6000余条,粉丝数超过1600。手机版安全扫码App(安心扫™)可以把二维码中的网址发送到云端服务器(phish.anxinsao.com)来识别网址是否是假冒或欺诈网站并提醒用户规避。刘文印博士以及其所带领的研究小组经常受邀发表技术文章并在国际会议上进行技术讲座;所研发的Anti-Phishing项目及产品也已被媒体以中文、英文、及日文广泛报道,包括有线电视和星岛日报。近年在此领域已发表高水平SCI索引学报论文5篇及会议论文多篇,所发表的文章已被很多文献引用,总引用次数近1000次。

刘文印博士在图形识别领域发布了多篇高水平论文(包括IEEE T-PAMI4篇),在短文本分析(特别是相似度度量及情感分析)方面也发布了多篇高水平论文,提出了基于语义模板的网上交互问答系统(BuyAns.com)及其有偿商业模式,通过利益驱动广大用户的提供语义模板格式的问题和答案,实现对知识的快速、高质量的获取和积累,以达到以后 可以准确、高效、自动回答用户问题的目的。

代表性研究项目

[1]

PI: 国家自然科学基金NSFC (91748107): Research on key technologies for online robot collaboration based on visual programming (共融机器人视觉编程及在线人机协作机制研究 -- 共融机器人基础理论与关键技术研究重大研究计划的培育项目) (Jan. 2018 – Dec. 2020), CNY630,000.

[2]

PI(Team Leader): 广东省引进创新团队Guangdong Province Innovative Research Team (城市轨道交通网络控制芯片与系统创新团队– 列车健康诊断与运维服务系统研发及产业化) (Feb. 2016 – Jan. 2021), CNY100,000,000. http://cxtd.gdstc.gov.cn/HTML/rcpt/tzgg/1445839332548318531783285209460.html

[3]

PI: CityU SRG (7002774): Semantic Link Analysis for Finding Answer Experts (May 2012~April 2014), HK$180,000

[4]

PI: CityU I2R Fund: SiteWatcher – A Web Service for Phishing Detection Based on Cloud Computing (Mar. 2012~Feb. 2013), HK$400,000.

[5]

PI: CityU SRG (7002696): User Interest Modeling and Its Application for Question Recommendation in User-Interactive Question Answering Systems (April 2011~March 2013), HK$180,000

[6]

PI: CityU SRG (7002560): Term Weighting Schemes for Question Categorization (April 2010~March 2012), HK$180,000

[7]

PI:CityU SRG (7002488): A Short Text Similarity Assessment Method Based on Probabilistic Topics and Its Application to Question Categorization (April 2009~March 2011), HK$166,148

[8]

PI: CityU SRG (7002336): Automatic Generation of Semantic Patterns for User-Interactive Question Answering (April 2008~March 2010), HK$180,000

[9]

PI:Hong Kong Innovation and Technology Commission Innovation and Technology Fund (ITF) (9440058, ITS/011/07): SiteWatcher—an Anti-Phishing System (September 2007~August 2008), HK$1,014,400 (ITF) + HK$100,000 (industrial sponsorship) + 20% (CityU Top-up).

[10]

PI: Hong Kong RGC Competitive Earmarked Research Grant (CERG) (CityU 117907, 9041247): Safeguard against Unicode-based Internet Identity Frauds (July 2007~July 2009), HK$669,600 (CERG) + HK$66,960 (CityU Top-up).

[11]

PI: CityU SRG (7002137): Answer Clustering and Fusion in a User-Interactive Question Answering System (April 2007~March 2009), HK$176,800

[12]

PI: CityU SRG (7002021) and fundable CERG: A Statistical Approach to Symbol Recognition based on Kernel Density Matching (Oct 2006~Sept 2008), HK$180,000

[13]

PI: CityU Applied R&D Grant (9610036): Fighting Phishing and Other Internet Crimes (Feb. 2006~Jan. 2008), HK$850,000 (incl. 100K sponsorship from Reasonable Software House Limited).

[14]

PI:CityU SRG (7001842) and fundable CERG: A Generic Approach to Online Freehand Stroke Segmentation and User Adaptation (Sept 2005~August 2007), HK$180,000

[15]

PI: CityU SRG (7001771): Pen Gesture Design and Recognition for Sketching-based Graphics Input and Editing (June 2005~June 2007), HK$175,800

[16]

PI:Hong Kong RGC Competitive Earmarked Research Grant (CERG) (CityU 1147/04E, 9040900): An Efficient Approach to On-line Recognition of Composite Graphic Objects (July 2004~July 2006), HK$339,414 (CERG) + HK$50,000 (CityU Top-up).

[17]

Subproject PI: Sub-Project: Intelligent Human-Computer Interaction Models (in the China Semantic Grid Research Plan—A National Grand Fundamental Research 973 Program, Project No. 2003CB317000, May 2004~May 2009), RMB Yuan 300,000+.

[18]

PI: CityU SRG (7001644): User Interest Detection on Web Pages for Building Personalized Information Agent (April 2004~June 2006, completed), HK$176,800

[19]

Co-Principle Investigator (Co-PI): CityU Applied R&D Grant (9640009): SMART: A Short Message Animation and Reprocessing Tool (April 2003~April 2005), HK$600,000 (in collaboration with Qing Li).

[20]

PI: CityU SRG (7001462): MyEmailMate: A Personalized Agent for Semi-Automatic Management of Emails (March 2003~March 2005, completed), HK$158,000.

[21]

PI:CityU DAG (7100247): User-Adaptive Recognition of Sketchy Shapes on SmartSketchpad (July 2002~March 2003, completed), HK$93,990

[22]

PI:Hong Kong RGC Competitive Earmarked Research Grant (CERG) (CityU 1073/02E, 9040694): A Federated Approach to Technical Drawings Re-Engineering for Web-based Information Systems (July 2002~July 2005, completed), HK$413,404 + 150,000 (CityU Top-up).

学科领域

[1]

科学学位:模式识别与智能系统 计算机应用工程 计算机科学与技术

[2]

计算机应用技术 软件工程

[3]

专业学位:计算机技术 软件工程

科研方向

[1]

研究领域RESEARCH AREAS: 网络身份安全Web Identity Security, 区块链Blockchain,反钓鱼Anti-Phishing, Big Data Analysis, Text Mining, Robot Vision, Graphics Recognition

[2]

网络身份安全Web Identity Security, 区块链Blockchain

[3]

Robot Vision

[4]

Graphics recognition

[5]

Automated engineering drawing interpretation

[6]

Document analysis and recognition

[7]

Sketch understanding

[8]

Benchmarking graphics recognition algorithms/systems

[9]

Text Mining and Big Data Analysis

[10]

Short Text Analysis and Mining

[11]

Anti-Phishing

[12]

Web document analysis & Web mining

[13]

User Interactive Question Answering

教育背景

[1]

ACADEMIC DEGREES

[2]

D. Sc. Information Management Engineering

[3]

Faculty of Industrial Engineering and Management

[4]

Technion--Israel Institute of Technology, Haifa, Israel

[5]

Advisor: Dr. Dov Dori, 1995-1998

[6]

Graduated with honors

[7]

M. Eng. Computer Applications

[8]

Dept. of Computer Science and Technology

[9]

Tsinghua University, Beijing, PR. China

[10]

Advisor: Prof. Jia Peifa, 1990-1992

[11]

B. Eng. Computer Science and Technology

[12]

Dept. of Computer Science and Technology

[13]

Tsinghua University, Beijing, PR. China, 1983-1988

[14]

Graduated with honors

工作经历

[1]

PROFESSIONAL EXPERIENCE

[2]

2015.12-: Professor, School of Automation, Guangdong University of Technology, Guangzhou, China

[3]

Team Leader (PI), Guangdong Province Innovative Research Team

[4]

2013.12-2015.12: Senior Research Fellow and Associate Director (Deputy), Multimedia Software Engineering Research Center, City Univ. of Hong Kong

[5]

A2005.12-2012.8: Guest Professor, Dept. of Computer Science and Technology, School of Information Science and Technology, University of Science and Technology of China, Hefei,China

[6]

2005.9-2012.8: Joint PhD Supervisor, Joint Research Center of University of Science and Technology of China and City University of Hong Kong, Suzhou, China

[7]

2003.4-2007.5 Founding CEO, Zhuhai Faster Software Technoglogy Co. Ltd. (FasterSoft) (spinoff of Zhuhai R&D Center of City University of Hong Kong)

[8]

2002.1-2012.10:Assistant Professor, Dept of Computer Science, City Univ. of Hong Kong.

[9]

1999.1-2002.1: Researcher, Microsoft Research China/Asia.

[10]

1998.6-1998.12:Lecturer, Tsinghua University, Beijing, P.R. of China.

[11]

1997.11-1998.5:Senior Software Design Engineer, SlangSoft, Ramat Gan, Israel.

[12]

1992.8-1995.3: Lecturer, Tsinghua University, Beijing, P.R. of China.

学术兼职

*

PROFESSIONAL ACTIVITIES (SELECTIVE LIST)

[1]

Member of IAPR Fellow Committee, 2010-2016 (three terms)

[2]

Member of the executive committee of IEEE Hong Kong Computer Chapter, 2012

[3]

Chair of Technical Committee 10 (on Graphics Recognition) of the International Association of Pattern Recognition (IAPR). 2006.10-2010.8 (two terms)

[4]

Chair (2009) and Member (2007, 2011) of the ICDAR Awards Committee

[5]

Member of the ICDAR Advisory Board, 2007-2010

[6]

Competition Co-Chair, International Conference on Documents Analysis and Recognition (ICDAR 2009, 2011, 2015)

[7]

Chair for Local Arrangement, IUI 2010: ACM International Conference on Intelligent User Interfaces, Hong Kong, Feb. 7-10, 2010

[8]

Program Co-Chair, the 8th IAPR Workshop on Graphics Recognition (GREC2009), City University of La Rochelle, France, July 22-23, 2009.

[9]

Co-Chair, First WWW Workshop on Question Answering on the Web (QAWeb2008), April 22, 2008, Beijing, China

[10]

Chair, First International Workshop on Question Answering (QA2007), Oct. 28, 2007, Xi’An, China

[11]

Program Co-Chair, the 7th IAPR Workshop on Graphics Recognition (GREC2007), Brazil, September, 2007.

[12]

Chair of Program Committee, The Fifth International Conference on Web-based Learning, 19-21 July, 2006, Penang, Malaysia

[13]

Publication Chair, Member of Program Committee, The Fourth International Conference on Web-based Learning, 31st July - 3rd August, 2005, Hong Kong SAR, China.

[14]

General Chair and Contest Chair, The Sixth IAPR Workshop on Graphics Recognition (GREC2005)Member of Program Committee, the International Workshop on Challenges in Web Information Retrieval and Integration, April 8-9, 2005, Tokyo, Japan.

[15]

Publication Chair and Tutorial Chair, Member of Program Committee, Third International Conference on Web-based Learning, Beijing, August 9-11, 2004

[16]

Contest Chair and Member of Program Committee, The Fifth IAPR Workshop on Graphics Recognition, Barcelona, Spain, July 30-31, 2003

[17]

Contest Chair and Member of Program Committee, Fourth IAPR Workshop on Graphics Recognition, Kingston, Ontario, Canada September 7-8, 2001

[18]

Treasurer, the Second IEEE Pacific-Rim Conference on Multimedia, October 24-26, 2001, Beijing, China (http://research.microsoft.com/~PCM2001)

[19]

International Journal of Document Analysis and Recognition (IJDAR, http://www.springer.com/west/home/computer/imagingSGWID=4-149-70-1122349- detailsPage=journal|editorialBoard ) ISSN: 1433-2833 (print version); ISSN: 1433-2825 (electronic version); Journal no. 10032; Springer Berlin Heidelberg, 2006-2011

[20]

IET Computer Vision (IET CVI), ISSN: 1751-9632 (print version); ISSN: 1751-9640 (online version); The Institution of Engineering and Technology (IET), 2011-2012

主要荣誉

[1]

ACADEMIC HONORS

[2]

IAPR Fellow, International Association of Pattern Recognition (IAPR), 2010, for contributions to graphics recognition, performance evaluation, document analysis approaches to anti-phishing, and services to IAPR

[3]

Outstanding Tutor, in the JSSCC meeting of Dept of Computer Science, City University of Hong Kong, 16 March, 2004.

[4]

ICDAR Outstanding Young Researcher Award, International Association of Pattern Recognition (IAPR), (“for his significant impact in the research domain of graphics recognition, engineering drawings recognition, and performance evaluation. He has provided active service to the IAPR TC10 contest series and was the leading figure in their planning and execution.”) Edinburgh, August 2003 (the plaque picture: http://www.cs.cityu.edu.hk/~liuwy/icdar-award.jpg).

[5]

Third Place in the First International Java Programming Contest (ACM Quest for Java’97), ACM (Association of Computing Machinery) and IBM, 1997.http://www.acm.org/jquest/webquest1.html

[6]

Special Excellent Student Award of the Miriam and Aaron Gutwirth Foundation, Israel, 1997.

[7]

First Place in the Dashed Line Detection Contest held during the International Workshop of Graphics Recognition, Penn. State Univ., USA, August 9-11, 1995. (Supervised by Dr. Dov Dori) (http://www.loria.fr/~tombre/grec95.html).

[8]

‘12.9’ Excellent Young Teacher Award, Tsinghua University, Beijing, 1993.

[9]

Excellent Graduate, Tsinghua University, Beijing, 1988.

教学活动

[1]

TEACHING EXPERIENCE

[2]

2008-2012: Digital Media and Rights Management (CS4290/5290)

[3]

BSCS/MSCS, City University of Hong Kong, Hong Kong SAR, China

[4]

2008: Operating Systems (CS3101)

[5]

BSCS, City University of Hong Kong, Hong Kong SAR, China

[6]

2005-2007: Software Engineering I (CS5351)

[7]

MSCS, City University of Hong Kong, Hong Kong SAR, China

[8]

2003-2006: Software Design (CS3342)

[9]

BSCCS, City University of Hong Kong, Hong Kong SAR, China

[10]

2002: Software Engineering (CS6301)

[11]

MSC, City University of Hong Kong, Hong Kong SAR, China.

[12]

2002-2006: Software Engineering Practice (CS3343)

[13]

BSCCS, City University of Hong Kong, Hong Kong SAR, China.

[14]

2002: Computer Programming for Engineers and Scientists (CS2362)

[15]

BEIE, City University of Hong Kong, Hong Kong SAR, China.

[16]

2001, Sept. 9: Engineering Drawings Understanding and CAD Conversion (EDUCAD2001) (ICDAR2001 Tutorial), with Dr. Dov Dori.

[17]

Seattle, USA.

[18]

1998: Reading and Writing of Computer Science Papers in English

[19]

Tsinghua University, Beijing, China.

[20]

1997, Aug. 17: Engineering Drawings Recognition (ICDAR97 Tutorial), with Dr. Dov Dori.

[21]

Ulm, Germany.

[22]

1997: Technical Document Understanding, Teaching Assistant to Dr. Dov Dori.

[23]

Technion, Israel

[24]

1996: Computerized Engineering Drawings, Teaching Assistant to Dr. Dov Dori

[25]

1992-1994: Programming in C.

[26]

Tsinghua University, Beijing, China.

科研团队

2015年入选广东省第五批创新团队带头人,主持总额一亿元人民币的科研及产业化项目

代表性论文

[1]

Quan, Xiaojun,QIFAN WANG,YING ZHANG,LUO SI, LIU Wenyin ,“ Latent Discriminative Models for Social Emotion Detection with Emotional Dependency, ” ACM Transactions on Information Systems , Volume 34, Issue 1, October 2015, doi> 10.1145/2749459

[2]

Shuang Liang, Jun Luo, LIU Wenyin, Yichen WEI, “Sketch Matching on Topology Product Graph”, IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) , Vol. 37, No. 8, pp.1723-1729, August, 2015, DOI: 10.1109/TPAMI.2014.2369031

[3]

Rui Zhang, Jianping Wang, Cong Wang, Liu Wenyin, Rynson Lau, “On Mitigating the Risk of Cross-VM Covert Channels in a Public Cloud”, IEEE Trans. on Parallel and Distributed Systems , Vol. 26, No. 8, pp. 2327 - 2339, August, 2015, DOI: 10.1109/TPDS.2014.2346504

[4]

Yanghui Rao, Qing Li, Xudong Mao, Liu Wenyin, “Sentiment topic models for social emotion mining,” Information Sciences, Vol. 266 (2014): 90-100.

[5]

Xiangfei Kong; Kuan Li; Jingjing Cao; Qingxiong Yang; Liu Wenyin, “HEp-2 Cell Pattern Classification with Discriminative Dictionary Learning”, Pattern Recognition , Vol. 47 (2014) , No. 7: 2379-2388

[6]

Kuan Li, Zhi Lu, Liu Wenyin, Jianping Yin, “Cytoplasm and Nucleus Segmentation in Cervical Smear Images using Radiating GVF Snake”, Pattern Recognition , Vol. 45 (2012), No. 2, pp. 1255-1264, published online at http://dx.doi.org/10.1016/j.patcog.2011.09.018 , open source code at http://code.google.com/p/rgvf-single/ .

[7]

Liu Wenyin , Gang Liu, Bite Qiu, Xiaojun Quan, “Antiphishing through Phishing Target Discovery”, IEEE Internet Computing, vol. 16, no. 2 (March/April 2012), http://dx.doi.org/10.1109/MIC.2011.103 pp. 52-60, DOI: 10.1109/MIC.2011.103

[8]

Haijun Zhang, Gang Liu, Tommy W. S. Chow, and Wenyin Liu “Textual and Visual Content-based Anti-phishing: A Bayesian Approach”, IEEE Transactions on Neural Networks , Vol. 22, No. 10, pp. 1532-1546 (October 2011). DOI: 10.1109/TNN.2011.2161999 .

[9]

Xiaojun Quan, Liu Wenyin, and Bite Qiu “Term Weighting Schemes for Question Categorization”, IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) , Vol. 33, No. 5 (May 2011), pp. 1009-1021, http://doi.ieeecomputersociety.org/10.1109/TPAMI.2010.154

[10]

Liu Wenyin , Xiaojun Quan, Min Feng, Bite Qiu, “ A Short Text Modeling Method Combining Semantic and Statistical Information ”, I nformation Sciences , Volume 180, Issue 20 , 15 October 2010, pp. 4031-4041, 2010, DOI : http://dx.doi.org/10.1016/j.ins.2010.06.021

[11]

Liu Wenyin , Xiaotie Deng, Guanglin Huang, Yingjie Fu, “ An AntiPhishing Strategy based on Visual Similarity Assessment ”, IEEE Internet Computing, vol. 10, no. 2, pp. 58-65, March/April, 2006. DOI: 10.1109/MIC.2006.23

[12]

Wan Zhang, Liu Wenyin, and Kun Zhang, “Symbol Recognition with Kernel Density Matching”, IEEE Trans. on PAMI, Vol. 28, No. 12, pp. 2020-2024, Dec. 2006. DOI: http://dx.doi.org/10.1109/TPAMI.2006.254

[13]

Anthony Y. Fu, Liu Wenyin, Xiaotie Deng, “Detecting Phishing Webpages with Visual Similarity Assessment based on Earth Mover’s Distance (EMD)”, IEEE Transactions on Dependable and Secure Computing , Vol. 3, No. 4, pp. 301-311, 2006. Digital Object Identifier: 10.1109/TDSC.2006.50

[14]

Xian-Sheng Hua, Liu Wenyin, Hong-Jiang Zhang, “ An Automatic Performance Evaluation Protocol for Video Text Detection Algorithms ”, IEEE Transactions on Circuits and Systems for Video Technology (CSVT ), Vol. 14, No. 4, pp. 498-507, 2004. DOI: http://dx.doi.org/10.1109/TCSVT.2004.825538

[15]

D. Dori and Wenyin Liu, “ Sparse Pixel Vectorization: An Algorithm and Its Performance Evaluation ”. IEEE Trans. on PAMI, Vol. 21, No. 3, pp. 202-215, 1999. Digital Object Identifier: 10.1109/34.754586

[16]

Liu Wenyin and D. Dori, “ Incremental Arc Segmentation Algorithm and Its Evaluation ”. IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI) , Vol. 20, No. 4, pp. 424-431, 1998. DOI: 10.1109/34.677280 .

[17]

Liu Wenyin and Dov Dori, “ A Protocol for Performance Evaluation of Line Detection Algorithms ”, Machine Vision and Applications, Special Issue on Performance Characteristics of Vision Algorithms, Vol. 9, No. 5/6, pp. 240-250, 1997. DOI: 10.1007/s001380050045

[18]

Xiangfei Kong, Kuan Li, Qingxiong Yang, Liu Wenyin, Ming-Hsuan Yang, “A New Image Quality Metric for Image Auto-Denoising,” poster paper , ICCV2013

[19]

Gang Liu, Guang Xiang, Bryan A. Pendleton, Jason I. Hong, Wenyin Liu, "Smartening the Crowds: Computational Techniques for Improving Human Verification to Fight Phishing Scams". Proc. 7th Symposium on Usable Privacy and Security (SOUPS), Pittsburgh, USA, July 20-22, 2011.

[20]

Anthony Y. Fu, Xiaotie Deng, Liu Wenyin, Greg Little, “The Methodology and an Application to Fight against Unicode Attacks”, Proc. Symposium On Usable Privacy and Security (SOUPS) , July 12-14, 2006, Pittsburgh, PA, USA.

[21]

Anthony Y. Fu, Wan Zhang, Xiaotie Deng, Liu Wenyin, “ Safeguard Against Unicode Phishing Attacks ”, poster, the 15th International World Wide Web Conference, 2006.

[22]

Liu Wenyin , GuanglinHuang, Liu Xiaoyue,Zhang Min, Xiaotie Deng, “Detection of Phishing Webpages based on Visual Similarity ”, Poster (recommended from full paper track) in WWW2005, May 10-14, 2005, Tokyo, Japan, pp.1060-1061.