A suspect-oriented intelligent and automated computer forensic analysis

Digital Investigation - Tập 18 - Trang 65-76 - 2016
M. Al Fahdi1, N.L. Clarke1,2, F. Li1, S.M. Furnell1,2,3
1School of Computing, Electronics and Mathematics, Plymouth University, UK
2Security Research Institute, Edith Cowan University, Western Australia, Australia
3Centre for Research in Information and Cyber Security, Nelson Mandela Metropolitan University, Port Elizabeth, South Africa

Tài liệu tham khảo

AccessData, 2015 Adderley, 2001, Data mining case study: modeling the behavior of offenders who commit serious sexual assaults, 215 Beebe, 2007, Digital forensic text string searching: improving information retrieval effectiveness by thematically clustering search results, Digit Investig, 4, 49, 10.1016/j.diin.2007.06.005 Beebe, 2011, Post-retrieval search hit clustering to improve information retrieval effectiveness: two digital forensics case studies, Decis Support Syst, 51, 732, 10.1016/j.dss.2011.01.009 Brainz, 2014 Carrier, 2015 2010, 567 Casey, 2008, The impact of full disk encryption on digital forensics, ACM SIGOPS Oper Syst Rev, 42, 93, 10.1145/1368506.1368519 DoJ, 2001 e-fense, 2014 FBI, 2013 Fei, 2006, The use of self-organising maps for anomalous behaviour detection in a digital investigation, Forensic Sci Int, 162, 33, 10.1016/j.forsciint.2006.06.046 Fei, 2005, 113 Feyereisl, 2009, Self-organising maps in computer security, 1 Garfinkel, 2010, Digital forensics research: the next 10 years, Digit Investig, 7, S64, 10.1016/j.diin.2010.05.009 Guidance Software, 2015 HHD Software (2015) Free Hex Editor Neo, http://www.hhdsoftware.com/free-hex-editor. Inforsecusa, 2011 Kohonen, 1998, The self-organizing map, Neurocomputing, 21, 1, 10.1016/S0925-2312(98)00030-7 Kayacik, 2006, Using self-organizing maps to build an attack map for forensic analysis Lawton, 2014 Matlab, 2015 NIST, 2013 Office of the Inspector General, 2015 Palomo, 2011, Visualization of network forensics traffic data with self-organizing map for qualitative features, 1740 Paraben Corporation, 2015 RCFL, 2014 Veracode, 2015 Wang WB, Huang ML, Zhang J, and Lai W. (2015) Detecting criminal relationships through SOM visual analytics, in Information visualisation (iV), 2015 19th international conference on, vol., no., pp.316–321, 22–24 July 2015 http://dx.doi.org/10.1109/iV.2015.62.