38 citations · 47 across the 4 of their papers we have counts for
4 papers
A Study of Kernel Telemetry Options for Security-Oriented Provenance
Paul R. B. Houssel, Olivier Levillain, Sylvie Laniepce +2
Provenance aims to capture the origins, transformations, and interactions of system objects for security and forensic applications. Existing provenance capture approaches still fac…
eX-NIDS: A Framework for Explainable Network Intrusion Detection Leveraging Large Language Models
Paul R. B. Houssel, Siamak Layeghy, Priyanka Singh +1
This paper introduces eX-NIDS, a framework designed to enhance interpretability in flow-based Network Intrusion Detection Systems (NIDS) by leveraging Large Language Models (LLMs).…
Towards Explainable Network Intrusion Detection using Large Language Models
Paul R. B. Houssel, Priyanka Singh, Siamak Layeghy +1
Large Language Models (LLMs) have revolutionised natural language processing tasks, particularly as chat agents. However, their applicability to threat detection problems remains u…
UEyes: An Eye-Tracking Dataset across User Interface Types
Yue Jiang, Luis A. Leiva, Paul R. B. Houssel +3
Different types of user interfaces differ significantly in the number of elements and how they are displayed. To examine how such differences affect the way users look at UIs, we c…