A Cybercrime Forensic Method for Chinese Web Information Authorship Analysis
作者： Jianbin Ma , Guifa Teng , Yuxin Zhang , Yueli Li , Ying Li
DOI: 10.1007/978-3-642-01393-5_3
关键词:
摘要: With the increasing popularization of Internet, Internet services used as illegal purposes have become a serious problem. How to prevent these phenomena from happening has major concern for society. In this paper, cybercrime forensic method Chinese web information authorship analysis was described. Various writing-style features including linguistic and structural were extracted. To classify author one document, SVM(support vector machine) algorithm adopted learn author's features. Experiments on blog, BBS e-mail dataset gained satisfactory results. The accuracy blog seven authors 89.49%. results showed that it feasible put application.
springer.com
acm.org 
sci-hub.st 参考文章(18)
Malcolm W. Corney, Analysing e-mail text authorship for forensic purposes Queensland University of Technology. ,(2003)
George M. Mohay, Malcolm W. Corney, Olivier de Vel, Alison M. Anderson, Multi-Topic E-mail Authorship Attribution Forensics Proceedings ACM Conference on Computer Security - Workshop on Data Mining for Security Applications. ,(2001)
PJ Sallis, SG MacDonell, AR Gray, RI Kilgour, G MacLennan, IDENTIFIED: software authorship analysis with case-based reasoning AUT University. ,(1998)
Georgia Frantzeskou, Stephen G. MacDonell, Efstathios Stamatatos, Source code authorship analysis for supporting the cybercrime investigation process international conference on e-business and telecommunication networks. pp. 85- 92 ,(2004) , 10.4018/978-1-60566-836-9.CH020
Yuta Tsuboi, None, Authorship identification for heterogeneous documents Nara Institute of Science and Technology. ,(2002)
Joachim Diederich, Jörg Kindermann, Edda Leopold, Gerhard Paass, Authorship Attribution with Support Vector Machines Applied Intelligence. ,vol. 19, pp. 109- 123 ,(2003) , 10.1023/A:1023824908771
Rong Zheng, Yi Qin, Zan Huang, Hsinchun Chen, Authorship analysis in cybercrime investigation intelligence and security informatics. pp. 59- 73 ,(2003) , 10.1007/3-540-44853-5_5
O. de Vel, A. Anderson, M. Corney, G. Mohay, Mining e-mail content for author identification forensics international conference on management of data. ,vol. 30, pp. 55- 64 ,(2001) , 10.1145/604264.604272
Olivier de Vel, Alison Anderson, Mal Corney, George Mohay, E-Mail authorship attribution for computer forensics Faculty of Science and Technology; Information Security Institute. pp. 229- 250 ,(2002) , 10.1007/978-1-4615-0953-0_9
Ivan Krsul, Eugene H. Spafford, Refereed paper: Authorship analysis: identifying the author of a program Computers & Security. ,vol. 16, pp. 233- 257 ,(1997) , 10.1016/S0167-4048(97)00005-9