3 papers
cs.CR2026
A Framework to Quantify the Probability of Future Cyber Loss Events
Siem Peters, Martin Eian
Cybersecurity risk quantification remains challenging due to limited operational data and difficulties in quantifying Loss Event Frequency (LEF). This paper introduces the Loss Eve…
cs.CR2025
A Graph-Based Approach to Alert Contextualisation in Security Operations Centres
Magnus Wiik Eckhoff, Peter Marius Flydal, Siem Peters +4
Interpreting the massive volume of security alerts is a significant challenge in Security Operations Centres (SOCs). Effective contextualisation is important, enabling quick distin…
cs.AI2024
On the use of neurosymbolic AI for defending against cyber attacks
Gudmund Grov, Jonas Halvorsen, Magnus Wiik Eckhoff +3
It is generally accepted that all cyber attacks cannot be prevented, creating a need for the ability to detect and respond to cyber attacks. Both connectionist and symbolic AI are…