T. Muzhanova, S. Lehominova, Yuriy Yakymenko, I. Mordas
{"title":"TECHNOLOGIES OF USER ACTIVITIES MONITORING AND ANALYSIS IN PREVENTING INSIDER THREATS OF INFORMATION SECURITY OF AN ORGANIZATION","authors":"T. Muzhanova, S. Lehominova, Yuriy Yakymenko, I. Mordas","doi":"10.28925/2663-4023.2021.13.5062","DOIUrl":null,"url":null,"abstract":"The increase in the number of information security incidents related to personnel activities, the frequency of which has almost doubled in the last two years, has led organizations to use effective technologies that prevent and counteract internal threats to information security. An important role in this context belongs to the tools of monitoring and analysis of user activity. According to experts, in the coming years, such technologies will be implemented in 80% of solutions to identify threats and prioritize information security incidents.\n\nThe article reveals the essence and analyzes the functionality of several systems that monitor and analyze employee behavior, including Data Loss Prevention (DLP), Access Control, Analysis of User Behavior and IT objects (UBA / UEBA).\n\nThe authors establish that the DLP system monitors and reports on user attempts to transmit confidential information by monitoring mail and web traffic, wireless access, external storage, input/output devices, user workstation software, audio and video surveillance of its activities, etc.\n\nAccess control tools perform, in particular, the functions of monitoring access and movement of a person in protected areas of the object, collecting information from surveillance cameras, keeping records of working time. In the context of a pandemic, solutions have been developed that allow identifying a person in a mask on the face, to perform the functions of monitoring health.\n\nAnalysis of the functional characteristics of UBA / UEBA behavioral analytics systems showed that they not only solve the problem of collecting data from all possible available sources (software and hardware, logs, user correspondence, etc.), but also analyze the collected data and report atypical user behavior in case of its detection.\n\nThe article notes that behavioral analytics is used in a number of security technologies, such as Security Information and Event Management system, Intrusion Detection and Prevention System, and others, complementing and expanding their capabilities, helping to create comprehensive information security solutions.\n\nThe authors recommend organizations to use tools for monitoring and analyzing the user activities in different combinations or as part of integrated Information Security Management solutions to achieve the appropriate information security level in the face of growing threats from personnel.","PeriodicalId":198390,"journal":{"name":"Cybersecurity: Education, Science, Technique","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cybersecurity: Education, Science, Technique","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.28925/2663-4023.2021.13.5062","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
The increase in the number of information security incidents related to personnel activities, the frequency of which has almost doubled in the last two years, has led organizations to use effective technologies that prevent and counteract internal threats to information security. An important role in this context belongs to the tools of monitoring and analysis of user activity. According to experts, in the coming years, such technologies will be implemented in 80% of solutions to identify threats and prioritize information security incidents.
The article reveals the essence and analyzes the functionality of several systems that monitor and analyze employee behavior, including Data Loss Prevention (DLP), Access Control, Analysis of User Behavior and IT objects (UBA / UEBA).
The authors establish that the DLP system monitors and reports on user attempts to transmit confidential information by monitoring mail and web traffic, wireless access, external storage, input/output devices, user workstation software, audio and video surveillance of its activities, etc.
Access control tools perform, in particular, the functions of monitoring access and movement of a person in protected areas of the object, collecting information from surveillance cameras, keeping records of working time. In the context of a pandemic, solutions have been developed that allow identifying a person in a mask on the face, to perform the functions of monitoring health.
Analysis of the functional characteristics of UBA / UEBA behavioral analytics systems showed that they not only solve the problem of collecting data from all possible available sources (software and hardware, logs, user correspondence, etc.), but also analyze the collected data and report atypical user behavior in case of its detection.
The article notes that behavioral analytics is used in a number of security technologies, such as Security Information and Event Management system, Intrusion Detection and Prevention System, and others, complementing and expanding their capabilities, helping to create comprehensive information security solutions.
The authors recommend organizations to use tools for monitoring and analyzing the user activities in different combinations or as part of integrated Information Security Management solutions to achieve the appropriate information security level in the face of growing threats from personnel.