Methods of Machine Learning in System Abnormal Behavior Detection

Autor: Savenkov, Pavel A., Ivutin, Alexey N.

Publikováno v: Advances in Swarm Intelligence

The aim of the research is to develop mathematical and program support for detecting abnormal behavior of users. It will be based on analysis of their behavioral biometric characteristics. One of the major problems in UEBA/DSS intelligent systems is

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmc_________::10fc412a6ecdc3af045b8e3ea6c3b453
http://europepmc.org/articles/PMC7354804

Recursive Approach for Evaluation of Time Intervals between Transactions in Polling Procedure

Autor: Larkin Eugene, Ivutin Alexey, Esikov Dmitry

Publikováno v: MATEC Web of Conferences, Vol 56, p 01004 (2016)

An ergodic semi-Markov process with the structure represented by the full graph with loops, which simulates a digital control algorithm that generated transactions onto an object, is investigated. Elementary simplifications for reduction of semi-Mark

Externí odkaz: https://doaj.org/article/5ff841c7ef154c2d80080c321b4a5bf9

Established Routine of Swarm Monitoring Systems Functioning.

Autor: Ivutin, Alexey, Larkin, Eugene, Kotov, Vladislav

Publikováno v: Advances in Swarm & Computational Intelligence: 6th International Conference, ICSI 2015, held in conjunction with the Second BRICS Congress, CCI 2015, Beijing, June 25-28, 2015, Proceedings, Part II; 2015, p415-422, 8p

Dispatching in embedded systems.

Autor: Ivutin, Alexey, Larkin, Eugene

Publikováno v: 2016 5th Mediterranean Conference on Embedded Computing (MECO); 2016, p215-217, 3p