Humans and automation: Augmenting security operation centers

J Tilbury, S Flowerday - Journal of Cybersecurity and Privacy, 2024 - mdpi.com
Background: Open Access Systematic Review Humans and Automation: Augmenting
Security Operation Centers by Jack Tilbury and Stephen Flowerday* School of Cyber …

[HTML][HTML] Understanding situation awareness in SOCs, a systematic literature review

HJ Ofte, S Katsikas - Computers & Security, 2023 - Elsevier
Situation awareness is shown through human factors research to be a valuable construct to
understand and improve how humans perform while operating complex systems in critical …

CRUSOE: A toolset for cyber situational awareness and decision support in incident handling

M Husák, L Sadlek, S Špaček, M Laštovička… - Computers & …, 2022 - Elsevier
The growing size and complexity of today's computer network make it hard to achieve and
maintain so-called cyber situational awareness, ie, the ability to perceive and comprehend …

[HTML][HTML] Automation Bias and Complacency in Security Operation Centers

J Tilbury, S Flowerday - Computers, 2024 - mdpi.com
The volume and complexity of alerts that security operation center (SOC) analysts must
manage necessitate automation. Increased automation in SOCs amplifies the risk of …

SoK: applications and challenges of using recommender systems in cybersecurity incident handling and response

M Husák, M Čermák - Proceedings of the 17th International Conference …, 2022 - dl.acm.org
Incident handling, a fundamental activity of a cybersecurity incident response team, is a
complex discipline that consumes a significant amount of personnel's time and costs. There …

Empowering Security Operation Center with Artificial Intelligence and Machine Learning–A Systematic Literature Review

M Khayat, E Barka, MA Serhani, F Sallabi… - IEEE …, 2025 - ieeexplore.ieee.org
Organizational cybersecurity relies heavily on security operation centers (SOCs) to protect
businesses and institutions from emerging cyber threats. In recent years, the complexity and …

Towards a data-driven recommender system for handling ransomware and similar incidents

M Husák - 2021 IEEE International Conference on Intelligence …, 2021 - ieeexplore.ieee.org
Effective triage is of utmost importance for cybersecurity incident response, namely in
handling ransomware or similar incidents in which the attacker may use self-propagating …

[PDF][PDF] Unravelling the dynamic complexity of cyber-security: Towards identifying core systemic structures driving cyber-security investment decision-making

S Zeijlemaker - 2022 - repository.ubn.ru.nl
This dissertation and the related research would not have been possible without the support
of many people in my environment. I therefore want to thank everyone involved for their help …

Mission‐centric decision support in cybersecurity via Bayesian Privilege Attack Graph

M Javorník, M Husák - Engineering Reports, 2022 - Wiley Online Library
We present an approach to decision support in cybersecurity with respect to cyber threats
and stakeholders' requirements. We approach situations in which cybersecurity experts …

Understanding decision making in security operations centres: building the case for cyber deception technology

A Reeves, D Ashenden - Frontiers in Psychology, 2023 - frontiersin.org
Introduction A Security Operations Centre (SOC) is a command centre where analysts
monitor network activity, analyse alerts, investigate potential threats, and respond to …