A Generic Bayesian Belief Model for Similar Cyber Crimes

作者: Hayson Tse , Kam-Pui Chow , Michael Kwan

DOI: 10.1007/978-3-642-41148-9_17

关键词:

摘要: Bayesian belief network models designed for specific cyber crimes can be used to quickly collect and identify suspicious data that warrants further investigation. While tailored individual cases exist, there has been no consideration of generalized case modeling. This paper examines the generalizability two case-specific networks use in similar cases. Although results are not conclusive, changes degrees support hypothesis generic enhance investigations crimes.

参考文章(12)
Hayson Tse, Kam-Pui Chow, Michael Kwan, Reasoning About Evidence Using Bayesian Networks international conference on digital forensics. pp. 99- 113 ,(2012) , 10.1007/978-3-642-33962-2_7
David Heckerman, A tutorial on learning with Bayesian networks Proceedings of the NATO Advanced Study Institute on Learning in graphical models. pp. 301- 354 ,(1999) , 10.1007/978-3-540-85066-3_3
Richard Overill, Michael Kwan, Kam-Pui Chow, Pierre Lai, Frank Law, A Cost Effective Model for Digital Forensic Investigations international conference on digital forensics. ,vol. 306, pp. 231- 240 ,(2009) , 10.1007/978-3-642-04155-6_17
Enrique Castillo, José Manuel Gutiérrez, Ali S Hadi, Enrique Castillo, José Manuel Gutiérrez, Ali S Hadi, Learning Bayesian networks ,(2004)
Fred Cohen, Two Models of Digital Forensic Examination 2009 Fourth International IEEE Workshop on Systematic Approaches to Digital Forensic Engineering. pp. 42- 53 ,(2009) , 10.1109/SADFE.2009.8
Juan Miguel Gomez, Sung-Kook Han, Ioan Toma, Brahmananda Sapkota, Angel Garcia-Crespo, An Analytical Model for DDoS Attacks and Defense international multi conference on computing in global information technology. pp. 66- 66 ,(2006) , 10.1109/ICCGI.2006.6
S Debrota, J Goldman, R Mislan, M Rogers, T Wedge, Computer Forensics Field Triage Process Model The Journal of Digital Forensics, Security and Law. ,vol. 1, pp. 19- 38 ,(2006) , 10.15394/JDFSL.2006.1004
Richard Overill, J A M Silomon, Proc. 4th International Conference on Cybercrime Forensics Education & Training (CFET 2010) 4th International Conference on Cybercrime Forensics Education & Training (CFET 2010). ,(2010)
Sujeet Shenoi, Gilbert Peterson, Advances in Digital Forensics V ,(2009)
Advances in Digital Forensics IV Springer Publishing Company, Incorporated. ,(2008) , 10.1007/978-0-387-84927-0