363 citations · 1.6k across the 44 of their papers we have counts for
4 papers · 1 filter
Towards a graph-based foundation model for network traffic analysis
Louis Van Langendonck, Ismael Castell-Uroz, Pere Barlet-Ros
Foundation models have shown great promise in various fields of study. A potential application of such models is in computer network traffic analysis, where these models can grasp…
PPT-GNN: A Practical Pre-Trained Spatio-Temporal Graph Neural Network for Network Security
Louis Van Langendonck, Ismael Castell-Uroz, Pere Barlet-Ros
Recent works have demonstrated the potential of Graph Neural Networks (GNN) for network intrusion detection. Despite their advantages, a significant gap persists between real-world…
A first look into Utiq: Next-generation cookies at the ISP level
Ismael Castell-Uroz, Pere Barlet-Ros
Online privacy has become increasingly important in recent years. While third-party cookies have been widely used for years, they have also been criticized for their potential impa…
Circuit Partitioning for Multi-Core Quantum Architectures with Deep Reinforcement Learning
Arnau Pastor, Pau Escofet, Sahar Ben Rached +3
Quantum computing holds immense potential for solving classically intractable problems by leveraging the unique properties of quantum mechanics. The scalability of quantum architec…