Title :
A Model for Computer Profiling
Author :
Marrington, Andrew ; Mohay, George ; Morarji, Hasmukh ; Clark, Andrew
Author_Institution :
Inf. Security Inst., Queensland Univ. of Technol., Brisbane, QLD, Australia
Abstract :
This paper discusses the use of models in automatic computer forensic analysis, and proposes and elaborates on a novel model for use in computer profiling, the computer profiling object model. The computer profiling object model is an information model which models a computer as objects with various attributes and inter-relationships. These together provide the information necessary for a human investigator or an automated reasoning engine to make judgments as to the probable usage and evidentiary value of a computer system. The computer profiling object model can be implemented so as to support automated analysis to provide an investigator with the information needed to decide whether manual analysis is required.
Keywords :
computer forensics; data analysis; object-oriented programming; automated analysis support; automatic computer forensic analysis; computer profiling object model; information model; Availability; Computer security; Data analysis; Data mining; Forensics; History; Humans; Information analysis; Information security; Testing; computer profiling; events; model; relationships;
Conference_Titel :
Availability, Reliability, and Security, 2010. ARES '10 International Conference on
Conference_Location :
Krakow
Print_ISBN :
978-1-4244-5879-0
DOI :
10.1109/ARES.2010.95