Security in Process-Aware Information System (PAIS) is critical for almost every organisation and company, as a lack of security measures leads to vulnerabilities that can cause severe financial damage. The survey by Leitner and Rinderle-Ma from 2013 analysed in a systematic literature review the researched security controls in PAIS. The authors identified that the usage of Process Mining may be an emerging topic, so this paper provides a systematic literature review to analyse the advances in Process Mining research for security in PAIS and clusters the results by the security goals that are protected as well as the Process Mining applications and concpets that can be used for security in PAIS.
Inhaltsverzeichnis (Table of Contents)
- Introduction
- Fundamentals
- Process Mining
- Information Security
- Process-Aware Information Systems
- Related Work
- Survey by Leitner and Rinderle-Ma from 2013
Zielsetzung und Themenschwerpunkte (Objectives and Key Themes)
This paper aims to update the existing systematic literature review on security controls in Process-Aware Information Systems (PAIS), specifically focusing on the use of Process Mining. The goal is to provide a comprehensive overview of the advancements made in using Process Mining for security purposes in PAIS since 2012.
- The potential of Process Mining to enhance security in PAIS.
- The application of Process Mining in detecting and mitigating security incidents.
- The integration of Process Mining with existing security policies and frameworks.
- The challenges and opportunities associated with using Process Mining for security in PAIS.
- The effectiveness of Process Mining in achieving different security goals.
Zusammenfassung der Kapitel (Chapter Summaries)
The Introduction section highlights the increasing threat of cyberattacks on businesses and the growing importance of securing Process-Aware Information Systems (PAIS). The paper establishes the need for research on Process Mining's role in strengthening PAIS security and aims to update a previous survey by Leitner and Rinderle-Ma, focusing on post-2012 advancements.
The Fundamentals chapter introduces key concepts, including definitions of Process Mining, Information Security, and Process-Aware Information Systems. This section establishes the theoretical foundation for the subsequent analysis of Process Mining's application in security.
The Related Work chapter provides a summary of the 2013 survey by Leitner and Rinderle-Ma, which identified Process Mining as an emerging technology for enhancing PAIS security. This section outlines the survey's findings and identifies research challenges related to terminology, consistency with related fields, measurement, testing, and evaluation of security controls in PAIS.
Schlüsselwörter (Keywords)
Process Mining, security, Process-Aware Information Systems (PAIS), systematic literature review, security goals, confidentiality, integrity, availability, accountability, privacy, authenticity, data mining, machine learning, event logs, process models, security incidents, compliance violations.
- Arbeit zitieren
- Marlon Müller (Autor:in), 2024, Usage of Process Mining for Security in Process-Aware Information Systems, München, GRIN Verlag, https://www.hausarbeiten.de/document/1499443
