Social Network Analysis Based on Authorship Identification for Cybercrime Investigation

作者: Jianbin Ma , Guifa Teng , Shuhui Chang , Xiaoru Zhang , Ke Xiao

DOI: 10.1007/978-3-642-22039-5_3

关键词:

摘要: With the rapid development of Internet, cybercrime by means Internet become serious. Mining their communication can be used to discover some latent criminal activities. Social network analysis is for understanding social status. But promulgating information on free. Criminals hide in any corner anonymity or forging personal information. Authorship identification methods based stylometry necessary identify criminal's real authorship. So this paper, e-mail and blog was provided. using judge authorship's authenticity proposed. Experiments dataset's were demonstrated.

参考文章(21)
Jianbin Ma, Ying Li, Guifa Teng, Identifying Chinese E-Mail Documents’ Authorship for the Purpose of Computer Forensic Intelligence and Security Informatics. pp. 251- 259 ,(2008) , 10.1007/978-3-540-69304-8_25
Jianbin Ma, Guifa Teng, Yuxin Zhang, Yueli Li, Ying Li, A Cybercrime Forensic Method for Chinese Web Information Authorship Analysis pacific asia workshop on intelligence and security informatics. pp. 14- 24 ,(2009) , 10.1007/978-3-642-01393-5_3
Terrill L. Frantz, Kathleen M. Carley, Transforming Raw-Email Data into Social-Network Information Intelligence and Security Informatics. pp. 413- 420 ,(2008) , 10.1007/978-3-540-69304-8_42
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
Nasrullah Memon, Henrik Legind Larsen, David L. Hicks, Nicholas Harkiolakis, Retracted: Detecting Hidden Hierarchy in Terrorist Networks: Some Case Studies Intelligence and Security Informatics. pp. 477- 489 ,(2008) , 10.1007/978-3-540-69304-8_50
M. Girvan, M. E. J. Newman, Community structure in social and biological networks Proceedings of the National Academy of Sciences of the United States of America. ,vol. 99, pp. 7821- 7826 ,(2002) , 10.1073/PNAS.122653799
Christian Bird, Alex Gourley, Prem Devanbu, Michael Gertz, Anand Swaminathan, Mining email social networks in Postgres Proceedings of the 2006 international workshop on Mining software repositories - MSR '06. pp. 185- 186 ,(2006) , 10.1145/1137983.1138033
Naomi Rosenthal, Meryl Fingrutd, Michele Ethier, Roberta Karant, David McDonald, Social Movements and Network Analysis: A Case Study of Nineteenth-Century Women's Reform in New York State American Journal of Sociology. ,vol. 90, pp. 1022- 1054 ,(1985) , 10.1086/228175