TY - GEN
T1 - Automated user analysis with user input log
AU - Kim, Jae Min
AU - Chung, Sung Woo
PY - 2012
Y1 - 2012
N2 - Many studies are on progress in the field of digital forensics. However, most analysis methods lack from complexity as the size of data to be investigated enlarges. Thus, automated ways of analyzing the data is required to reduce the work done by the analysts. In our study, we propose an automated user analysis method that works based on the user input log. From the automated analysis, we provide priority on the further user classification, which helps reduce the total number of potential user to 21% of the total users, even in the worst case. In average cases, the exact matching user is found within the 10.5% highest priority users. By combining our proposed method with other existing methods, it would be possible to further reduce the complexity of jobs need to be done by the analysts.
AB - Many studies are on progress in the field of digital forensics. However, most analysis methods lack from complexity as the size of data to be investigated enlarges. Thus, automated ways of analyzing the data is required to reduce the work done by the analysts. In our study, we propose an automated user analysis method that works based on the user input log. From the automated analysis, we provide priority on the further user classification, which helps reduce the total number of potential user to 21% of the total users, even in the worst case. In average cases, the exact matching user is found within the 10.5% highest priority users. By combining our proposed method with other existing methods, it would be possible to further reduce the complexity of jobs need to be done by the analysts.
UR - http://www.scopus.com/inward/record.url?scp=84862728291&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84862728291&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-28314-7_48
DO - 10.1007/978-3-642-28314-7_48
M3 - Conference contribution
AN - SCOPUS:84862728291
SN - 9783642283130
T3 - Advances in Intelligent and Soft Computing
SP - 355
EP - 360
BT - Proceedings of the 2011 2nd International Congress on Computer Applications and Computational Science
T2 - 2011 2nd International Congress on Computer Applications and Computational Science, CACS 2011
Y2 - 15 November 2011 through 17 November 2011
ER -