Humans and automation: Augmenting security operation centers

J Tilbury, S Flowerday - Journal of Cybersecurity and Privacy, 2024 - mdpi.com
The continuous integration of automated tools into security operation centers (SOCs)
increases the volume of alerts for security analysts. This amplifies the risk of automation bias …

Automated cyber defence: A review

S Vyas, J Hannay, A Bolton, PP Burnap - arXiv preprint arXiv:2303.04926, 2023 - arxiv.org
Within recent times, cybercriminals have curated a variety of organised and resolute cyber
attacks within a range of cyber systems, leading to consequential ramifications to private and …

Towards human-ai teaming to mitigate alert fatigue in security operations centres

M Baruwal Chhetri, S Tariq, R Singh… - ACM Transactions on …, 2024 - dl.acm.org
Security Operations Centres (SOCs) play a pivotal role in defending organisations against
evolving cyber threats. They function as central hubs for detecting, analysing, and …

[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 …

[HTML][HTML] The tensions of cyber-resilience: From sensemaking to practice

B Dupont, C Shearing, M Bernier, R Leukfeldt - Computers & security, 2023 - Elsevier
The growing sophistication, frequency and severity of cyberattacks targeting all sectors
highlight their inevitability and the impossibility of completely protecting the integrity of …

IC-SECURE: Intelligent System for Assisting Security Experts in Generating Playbooks for Automated Incident Response

R Kremer, PN Wudali, S Momiyama, T Araki… - arXiv preprint arXiv …, 2023 - arxiv.org
Security orchestration, automation, and response (SOAR) systems ingest alerts from security
information and event management (SIEM) system, and then trigger relevant playbooks that …

[PDF][PDF] THE RATIONALITY OF AUTOMATION BIAS IN SECURITY OPERATION CENTERS.

J Tilbury, S Flowerday - Journal of Information System Security, 2024 - researchgate.net
Abstract Security Operation Centers (SOCs) comprise people, processes, and technology
and are responsible for protecting their respective organizations against any form of cyber …

CO-DECYBER: Co-operative Decision Making for Cybersecurity Using Deep Multi-agent Reinforcement Learning

M Cheah, J Stone, P Haubrick, S Bailey… - … on Research in …, 2023 - Springer
Autonomous decision making for cyber-defence in operational situations is desirable but
challenging. This is due to the nature of operational technology (because of its cyber …

A Formal Model of Security Controls' Capabilities and Its Applications to Policy Refinement and Incident Management

C Basile, G Gatti, F Settanni - arXiv preprint arXiv:2405.03544, 2024 - arxiv.org
Enforcing security requirements in networked information systems relies on security controls
to mitigate the risks from increasingly dangerous threats. Configuring security controls is …

Adaptive Response Technology for Threats in Power IoT Terminals Based on Reinforcement Learning

C Sun, X Sun, Y Wang, H Dai, F Zou… - 2024 2nd International …, 2024 - ieeexplore.ieee.org
The power Internet of Things (IoT) terminal is an integral part of the power system and faces
a complex network attack scenario. When the power system detects a network attack, it …