Title Informacinių technologijų saugos politikos valdymo automatizavimo modelis
Translation of Title Model for automated information technology security policy management.
Authors Liutkevičiūtė, Viltė
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Pages 94
Keywords [eng] IT security ; automation ; IT security policy ; NLP ; Policy-as-Code
Abstract [eng] The objective of this Master's thesis is to develop and investigate an automated IT security policy management model suitable for use in modern organizations. The thesis analyzes existing security models and identifies their shortcomings, emphasizing the risks of human errors and the necessity of reducing manual work in the implementation of IT policies. A new model integrating Natural Language Processing (NLP) technology and the "Policy-as-Code" principle was developed to automatically interpret IT security policies documented within organizations and effectively deploy them. In the experimental part of the research, a prototype of the proposed model was created and tested in practice. Results indicated that the automated solution significantly improved the level of information security, reduced the likelihood of human errors and ensured compliance of the organization's policies with the infrastructure security settings. IT security policy management became automated, which resulted in improved transparency in security management processes and more efficient resource utilization were observed, demonstrating the practical applicability and benefit of the proposed model for enterprises aiming to ensure policy compliance and to enhance their IT security posture.
Dissertation Institution Kauno technologijos universitetas.
Type Master thesis
Language Lithuanian
Publication date 2025