Cybersecurity Analysis via Process Mining: A Systematic Literature Review

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14330%2F22%3A00124995" target="_blank" >RIV/00216224:14330/22:00124995 - isvavai.cz</a>

Výsledek na webu

<a href="https://link.springer.com/chapter/10.1007/978-3-030-95405-5_28" target="_blank" >https://link.springer.com/chapter/10.1007/978-3-030-95405-5_28</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1007/978-3-030-95405-5_28" target="_blank" >10.1007/978-3-030-95405-5_28</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Cybersecurity Analysis via Process Mining: A Systematic Literature Review

Popis výsledku v původním jazyce

The digitalization of our society is only possible in secure software systems governing ongoing critical processes. The understanding of mutual interdependencies of events and processes is crucial for cybersecurity. One of the promising ways to tackle these challenges is process mining, which is a set of techniques that aim to mine knowledge from processes. However, it is unclear how process mining can be practically used in the context of cybersecurity. In this work, we investigate the potential of applying process mining in cybersecurity and support research efforts in this area via collecting existing applications, discussing current trends, and providing promising research directions. To this end, we have conducted a systematic literature review covering all relevant works between 2014 and 2020.

Název v anglickém jazyce

Cybersecurity Analysis via Process Mining: A Systematic Literature Review

Popis výsledku anglicky

The digitalization of our society is only possible in secure software systems governing ongoing critical processes. The understanding of mutual interdependencies of events and processes is crucial for cybersecurity. One of the promising ways to tackle these challenges is process mining, which is a set of techniques that aim to mine knowledge from processes. However, it is unclear how process mining can be practically used in the context of cybersecurity. In this work, we investigate the potential of applying process mining in cybersecurity and support research efforts in this area via collecting existing applications, discussing current trends, and providing promising research directions. To this end, we have conducted a systematic literature review covering all relevant works between 2014 and 2020.

Druh

D - Stať ve sborníku

CEP obor

—

OECD FORD obor

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Projekt

<a href="/cs/project/EF16_019%2F0000822" target="_blank" >EF16_019/0000822: Centrum excelence pro kyberkriminalitu, kyberbezpečnost a ochranu kritických informačních infrastruktur</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2022

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

Advanced Data Mining and Applications

ISBN

9783030954048

ISSN

0302-9743

e-ISSN

—

Počet stran výsledku

15

Strana od-do

393-407

Název nakladatele

Springer

Místo vydání

Cham, Switzerland

Místo konání akce

Sydney, NSW, Australia

Datum konání akce

1. 1. 2021

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

000755371100028