5 papers
The Role of Intent-Based Networking in ICT Supply Chains
Mounir Bensalem, Jasenka Dizdarević, Francisco Carpio +1
The evolution towards Industry 4.0 is driving the need for innovative solutions in the area of network management, considering the complex, dynamic and heterogeneous nature of ICT…
Jamming-Aware Control Plane in Elastic Optical Networks
Ítalo Brasileiro, Mounir Bensalem, André Drummond +1
Physical layer security is essential in optical networks. In this paper, we study a jamming-aware control plane, in which a high power jamming attack exists in the network. The stu…
Embedding Jamming Attacks into Physical Layer Models in Optical Networks
Mounir Bensalem, Ítalo Brasileiro, André Drummond +1
Optical networks are prone to physical layer attacks, in particular the insertion of high jamming power. In this paper, we present a study of jamming attacks in elastic optical net…
Modeling of Deep Neural Network (DNN) Placement and Inference in Edge Computing
Mounir Bensalem, Jasenka Dizdarević, Admela Jukan
With the edge computing becoming an increasingly adopted concept in system architectures, it is expected its utilization will be additionally heightened when combined with deep lea…
On Detecting and Preventing Jamming Attacks with Machine Learning in Optical Networks
Mounir Bensalem, Sandeep Kumar Singh, Admela Jukan
Optical networks are prone to power jamming attacks intending service disruption. This paper presents a Machine Learning (ML) framework for detection and prevention of jamming atta…