Zinātniskās darbības atbalsta sistēma
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:
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| ID | 26780 |
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