Flexible and scalable ML-based diagnosis module for optical networks: a security use case

To support the pervasive digital evolution, optical network infrastructures must be able to quickly and effectively adapt to changes arising from traffic dynamicity or external factors such as faul

A Machine-Learning-Based Cyberattack Detector for a Cloud-Based SDN Controller

The rapid evolution of network infrastructure through the softwarization of network elements has led to an exponential increase in the attack surface, thereby increasing the complexity of threat pr

Scalability analysis of machine learning QoT estimators for a cloud-native SDN controller on a WDM over SDM network

Maintaining a good quality of transmission (QoT) in optical transport networks is key to maintaining the service level agreement between the user and the service provider.

Practical Mitigation of Smart Contract Bugs

In spite of their popularity, developing secure smart contracts remains a challenging task.

Improving the quality of generative models through Smirnov transformation

Solving the convergence issues of Generative Adversarial Networks (GANs) is one of the most outstanding problems in generative models.

B5GEMINI: AI-driven Network Digital Twin

Network Digital Twin (NDT) is a new technology that builds on the concept of Digital Twins (DT) to create a virtual representation of the physical objects of a telecommunications network.

Synthetic flow-based cryptomining attack generation through Generative Adversarial Networks

Due to the growing rise of cyber attacks in the Internet, the demand of accurate intrusion detection systems (IDS) to prevent these vulnerabilities is increasing.

Evaluation of the abstraction of optical topology models in blockchain-based data center interconnection

Data center (DC) interconnection allows us to have optical transmissions between DCs directly connected to optical networks, avoiding the use of a packet-based infrastructure.

Packet Optical Transport Network Slicing with Hard and Soft Isolation

Network operators have been dealing with the necessity of a dynamic network resources allocation to provide a new generation of customer-tailored applications.

Field Trial of Programmable L3 VPN Service Deployment Using SDN-Based Multi-domain Service Provisioning over IP/Optical Networks

Network operators cannot change their footprint to upgrade the entire network to support SDN from scratch.