Identification of Differences of User Behavior Profiles and User Class Templates

Automatic Control and Computer Sciences 2014
Pāvels Osipovs, Arkādijs Borisovs, Aleksanders Mrochko

The methods for evaluating the system effectiveness of a user behavior profile are consid ered. For a class of users united by the same role in an information system, we consider the problem of transition from the general to the personal user behavior adaptive profile. It is formally shown that the profile, taking into account all the peculiarities of the behavior of a particular person, effectively detects anomalous behavior. Experiments performed toidentify the characteristics of the profile that are important for use in real applications are additionally realized.

Atslēgas vārdi
abnormal activity, estimation of information systems efficiency, personal profile of behav ior, profile of user behavior, entropy
DOI
10.3103/S0146411614020072
Hipersaite
http://link.springer.com/article/10.3103%2FS0146411614020072

Osipovs, P., Borisovs, A., Mrochko, A. Identification of Differences of User Behavior Profiles and User Class Templates. Automatic Control and Computer Sciences, 2014, Vol.48, No.2, 65.-79.lpp. ISSN 0146-4116. e-ISSN 1558-108X. Pieejams: doi:10.3103/S0146411614020072

Publikācijas valoda
English (en)