Utilization of Artificial Intelligence for the SIEM Logging Architecture Design in the Context of Smart City
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F62690094%3A18450%2F24%3A50021631" target="_blank" >RIV/62690094:18450/24:50021631 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-981-97-4677-4_9" target="_blank" >http://dx.doi.org/10.1007/978-981-97-4677-4_9</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-981-97-4677-4_9" target="_blank" >10.1007/978-981-97-4677-4_9</a>
Alternative languages
Result language
angličtina
Original language name
Utilization of Artificial Intelligence for the SIEM Logging Architecture Design in the Context of Smart City
Original language description
Smart city is an important concept that is gradually establishing in the everyday life of citizens. However, the integration of this concept brings a number of challenges in the area of cybersecurity. One of the key challenges faced by smart cities is the secure management of the big amount of data generated by various interconnected devices and systems. The complexity of managing and analyzing the enormous volume of log data generated by various systems and devices represents a security challenge. Security Information and Event Management systems (SIEMs) are used for effective processing and correlation of logs from multiple sources in real time. However, the key problem remains how to design efficient logging architecture, which includes, for example, the choice of security information source types, their data representation or parsing, and finally, their introduction into the context of a security event or incident. Designing a logging architecture is an expert activity that usually uses best practice based on the security baseline of common IT systems. The question is how to support the design of logging architecture with an emphasis on the specifics of technologies used in the smart city concept. With the development of artificial intelligence methods, the possibility of supporting the entire design process with AI tools opens. The aim of this article is to analyze the possibilities for simplifying the design process of the logging architecture in SIEM systems with an emphasis on the specifics of the smart city concept while simultaneously using artificial intelligence tools.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
<a href="/en/project/VJ02010016" target="_blank" >VJ02010016: Application of Artificial Intelligence for Ensuring Cyber Security for Smart City</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2024
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Advances and Trends in Artificial Intelligence :Theory and Applications
ISBN
978-981-9746-76-7
ISSN
0302-9743
e-ISSN
1611-3349
Number of pages
14
Pages from-to
93-106
Publisher name
Springer
Place of publication
Singapore
Event location
Hradec Králové
Event date
Jul 10, 2024
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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