47 citations · 47 across the 3 of their papers we have counts for
3 papers
Pro-ZD: A Transferable Graph Neural Network Approach for Proactive Zero-Day Threats Mitigation
Nardine Basta, Firas Ben Hmida, Houssem Jmal +3
In today's enterprise network landscape, the combination of perimeter and distributed firewall rules governs connectivity. To address challenges arising from increased traffic and…
SPGNN-API: A Transferable Graph Neural Network for Attack Paths Identification and Autonomous Mitigation
Houssem Jmal, Firas Ben Hmida, Nardine Basta +3
Attack paths are the potential chain of malicious activities an attacker performs to compromise network assets and acquire privileges through exploiting network vulnerabilities. At…
Towards a Zero-Trust Micro-segmentation Network Security Strategy: An Evaluation Framework
Nardine Basta, Muhammad Ikram, Mohamed Ali Kaafar +1
Micro-segmentation is an emerging security technique that separates physical networks into isolated logical micro-segments (workloads). By tying fine-grained security policies to i…