1 citations · 1 across the 13 of their papers we have counts for
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A Secured Intent-Based Networking (sIBN) with Data-Driven Time-Aware Intrusion Detection
Urslla Uchechi Izuazu, Mounir Bensalem, Admela Jukan
While Intent-Based Networking (IBN) promises operational efficiency through autonomous and abstraction-driven network management, a critical unaddressed issue lies in IBN's implici…
On Effectiveness of Graph Neural Network Architectures for Network Digital Twins (NDTs)
Iulisloi Zacarias, Oussama Ben Taarit, Admela Jukan
Future networks, such as 6G, will need to support a vast and diverse range of interconnected devices and applications, each with its own set of requirements. While traditional netw…
Optimizing Split Learning Latency in TinyML-Based IoT Systems
Zied Jenhani, Mounir Bensalem, Jasenka Dizdarević +1
Split learning (SL) addresses the limitation of running deep learning inference directly on low-power edge/IoT nodes, in which it executes part of the inference process on the sens…
A Cross-Layer Analysis of Network Antifragility with RIS-assisted Links under Jamming Attacks
Mounir Bensalem, Thomas Röthig, Admela Jukan
Antifragility is an economics term defined as measure of (monetary) benefits gained from the adverse events and variability of the markets. This paper integrates for the first time…