Algorithm for Conducting Information Security Audit in Organizations Based on a Multilevel Model Based on Graph Theory
Authors/Creators
- 1. Senior Lecturer, Department of Information Security, Tashkent University of Information Technologies named after Muhammad al-Khwarizmi, Tashkent, Uzbekistan.
Contributors
Contact person:
Researcher (2):
- 1. Senior Lecturer, Department of Information Security, Tashkent University of Information Technologies named after Muhammad al-Khwarizmi, Tashkent, Uzbekistan.
Description
Abstract: This paper presents a multi-level topological model for auditing information security of critical information infrastructure (CII) objects, developed using graph theory. The model accounts for resource costs, technical impacts (ITE), vulnerability levels, potential damage, and object elements. The proposed framework enables the identification of optimal testing scenarios based on an "efficiency/cost" criterion, supporting the formation of comprehensive test sets for thorough audit coverage. An algorithm was developed to implement the model, which includes graph construction across hierarchical layers and application of Dijkstra’s shortest path algorithm to determine the most cost-effective information-technical effects. Additionally, a software tool was created using C# to visualize the graph, manage input data, and dynamically calculate optimal audit paths and damage estimates. A comparative analysis highlights the strengths and limitations of the graph-based model in comparison to traditional audit methods, including compliance audits, risk assessments, penetration tests, and automated monitoring. The graph-based approach stands out for its flexibility, scientific foundation, and ability to prioritise critical vulnerabilities and efficiently audit resources in constrained environments.
Files
D368415040925.pdf
Files
(968.2 kB)
| Name | Size | Download all |
|---|---|---|
|
md5:e1228fd4af583a656205b70b8498dfb8
|
968.2 kB | Preview Download |
Additional details
Identifiers
- DOI
- 10.35940/ijsce.D3684.15040925
- EISSN
- 2231-2307
Dates
- Accepted
-
2025-09-15Manuscript Received on 25 July 2025 | First Revised Manuscript Received on 04 August 2025 | Second Revised Manuscript Received on 10 August 2025 | Manuscript Accepted on 15 September 2025 | Manuscript published on 30 September 2025.
References
- Макаренко С.И.. Аудит безопасности критической инфраструктуры специальными информационными воздействиями. Монография. – СПб.: Наукоемкие технологии, 2018. – 122 с. https://www.researchgate.net/publication/340862431
- Астахов А. Введение в аудит информационной безопасности [Доклад] // GlobalTrust Solutions [Электронный ресурс]. 2018. – URL: https://globaltrust.ru/ (дата обращения: 29.01.2018).
- Irgasheva Durdona Yakubdjanovna, Nasrullayev Nurbek Bakhtiyarovich, Xolimtayeva Iqbol Ubaydullayevna. Implementation of intercorporate correlation of information security messages and audits.https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=9351470
- Макаренко С.И. Информационное противоборство и радиоэлектронная борьба в сетецентрических войнах начала XXI века. Монография. – СПб.: Наукоемкие технологии, 2017. – 546 с. https://www.researchgate.net/publication/340871849_Informacionnoe _protivoborstvo_i_radioelektronnaa_borba_v_setecentriceskih_vojnah _nacala_XXI_veka_Information_warfare_and_electronic_warfare_to_ network-centric_wars_of_the_early_XXI_century
- Makarenko S.I. Audit of Information Security - the Main Stages, Conceptual Framework, Classification of Types. Systems of Control, Communication and Security. 2018; 1:1-29 (in Russ.). DOI: https://doi.org/10.24411/2410-9916-2018-10101
- Makarenko, S.I. Security Audit of Critical Infrastructure with Special Information Impacts. Monograph. Saint Petersburg: Naukoemkie tehnologii Publ.; 2018. 122 p. (in Russ.) https://www.researchgate.net/publication/340862431_Audit_bezopasn osti_kriticeskoj_infrastruktury_specialnymi_informacionnymi_vozdej stviami_Security_audit_of_critical_infrastructure_with_special_infor mation_impacts
- Skabtsov N. Security Audit of Information Systems. Saint Petersburg: Piter Publ.; 2018. 272 p. (in Russ.)https://itsecforu.ru/wp-content/uploads/2017/11/%D0%90%D1 %83%D0%B4%D0%B8%D1%82_%D0%B1%D0%B5%D0%B7%D 0%BE%D0%BF%D0%B0%D1%81%D0%BD%D0%BE%D1%81% D1%82%D0%B8_%D0%B8.pdf
- Makarenko S.I., Smirnov G.E. Analysis of Penetration Testing Standards and Methodologies. Systems of Control, Communication and Security. 2020;4:44‒72. (in Russ.). DOI: https://doi.org/10.24411/2410-9916-2020-10402
- Begaev A.N., Begaev S.N., Fedotov V.A. Penetration testing. Saint Petersburg: Saint Petersburg National Research University of Information Technologies, Mechanics and Optics Publ.; 2018. 45 p. (in Russ.) https://www.researchgate.net/profile/Sergey-Makarenko-5/publication /350758773_Model_audita_zasisennosti_obekta_kriticeskoj_informac ionnoj_infrastruktury_testovymi_informacionno-tehniceskimi_vozdejs tviami_Model_of_Security_Audit_of_a_Critical_Information_Infrastr ucture_Object_wi/links/63087bff5eed5e4bd11dfbd3/Model-audita-zas isennosti-obekta-kriticeskoj-informacionnoj-infrastruktury-testovymi-i nformacionno-tehniceskimi-vozdejstviami-Model-of-Security-Audit-of-a-Critical-Information-Infrastructure-Object-wi.pdf
- Umnitsyn M.Y. Approach to semi-natural security evaluation of information system. Izvestia VSTU. 2018;218(8): 112‒116 (in Russ.) https://www.researchgate.net/publication/350758773_Model_audita_z asisennosti_obekta_kriticeskoj_informacionnoj_infrastruktury_testovy mi_informacionno-tehniceskimi_vozdejstviami_Model_of_Security_ Audit_of_a_Critical_Information_Infrastructure_Object_wi
- Borodin M.K., Borodina P.Ju. VGATE R2 Information Security Penetration Testing. Regional'naja informatika I informacionnaja bezopasnost [Regional Informatics and information security]. Saint Petersburg, 2017. p.264‒268 (in Russ.) https://cyberleninka.ru/article/n/analiz-standartov-i-metodik-testirovan iya-na-proniknovenie
- Poltavtseva M.A., Pechenkin A.I. Data mining methods in penetration tests decision support system. Information Security Problems. Computer Systems. 2017; 3:62 69. (in Russ.). DOI: https://doi.org/10.3103/S014641161708017X
- Kadan A.M., Doronin A.K. Cloud infrastructure solutions for penetration testing. Uchenye zapiski ISGZ. 2016;14(1): 296‒302. (in Russ.) https://cyberleninka.ru/article/n/model-analiza-zaschischennosti-obekt a-informatizatsii-zheleznodorozhnogo-transporta-i-metodika-obosnov aniya-nabora-testovyh/pdf
- Eremenko N.N., Kokoulin A.N. Research of methods of penetration testing in information systems. Master's Journal. 2016; 2:181‒186 (in Russ.)
- IT Security Audit Methodology – A Complete Guide. https://www.getastra.com/blog/security-audit/it-security-audit-method ology/
- Information Security Audits: An Overview of Different Types. Johanson Group, LLP Audit Cybersecurity and IT, Oct 17 2024. https://www.johansonllp.com/blog/information-security-audits.