Zinātniskās darbības atbalsta sistēma
Latviešu English

Publikācija: Implementation and Operation Aspects of a System for Detecting Abnormally Level of User Activity

Publikācijas veids Zinātniskais raksts, kas indeksēts Web of science un/vai Scopus datu bāzē
Pamatdarbībai piesaistītais finansējums Intelektuālais īpašums
Aizstāvēšana: ,
Publikācijas valoda English (en)
Nosaukums oriģinālvalodā Implementation and Operation Aspects of a System for Detecting Abnormally Level of User Activity
Pētniecības nozare 2. Inženierzinātnes un tehnoloģijas
Pētniecības apakšnozare 2.2. Elektrotehnika, elektronika, informācijas un komunikāciju tehnoloģijas
Autori Pāvels Osipovs
Jurijs Čižovs
Ludmila Aleksejeva
Tatjana Zmanovska
Atslēgas vārdi anomalous activity detection, personal behavior profile, dynamic abnormality threshold, anomaly detection system scaling
Anotācija The present paper discusses various aspects of embedding the intrusion detection system based on the personal adaptive behavior profile into the existing complex information system. The paper proposes the classification of types of access to the target information infrastructure in order to assess the feasibility of the established system integration. The criteria for evaluating the effectiveness of the implementation of the established system are also described. A method for calculating the dynamic threshold level of abnormality is proposed in the present research. The paper also considers a technique of adjusting the sensitivity of the system in case of abnormal user behavior. The paper describes the approach used for system scaling in case of an increase in the intensity of the incoming requests.
DOI: 10.3103/S0146411617060050
Hipersaite: https://link.springer.com/journal/volumesAndIssues/11950#volume51 
Atsauce Osipovs, P., Čižovs, J., Aleksejeva, L., Zmanovska, T. Implementation and Operation Aspects of a System for Detecting Abnormally Level of User Activity. Automatic Control and Computer Sciences, 2017, Vol.51, No.6, 417.-425.lpp. ISSN 0146-4116. e-ISSN 1558-108X. Pieejams: doi:10.3103/S0146411617060050
Papildinformācija Citējamību skaits:
  • Scopus  0
ID 26780