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In today’s AI-driven world, building powerful ML models isn’t enough; we need to understand why they make decisions. In the framework of the NANCY project, SIDROCO designed and developed an innovative concept combining foundational models with explainability tailored to the specific needs of cybersecurity threat detection in telecommunications.

The race to secure next-gen networks is on—and quantum computing is the finish line. At NANCY, we’re not just keeping pace; we’re redefining the rules.

It’s been noted before that wireless communications and Informatics have been progressing by far superseding each and every other science! Some 30 years ago, the first commercial user workstations functioned well below 24 Mbps. Today, as 5G moves towards mass commercial adoption…

The data drift challenge: The deployment of an Artificial Intelligence (AI) workflow, especially in operational environments, poses a major challenge that is known as the data drift detection problem.

A B5G blockchain radio access network like NANCY is a system built on decentralized, secure and efficient mechanisms able to manage network access and authentication among inherently trustless B5G network entities. Privacy is one of the key requirements for such a system.

In the constantly evolving world of 5G and Beyond-Radio Access Networks (B-RAN), dynamic pricing techniques are crucial for ensuring competitive fairness and network profitability. The Smart Pricing Module (SPM) is an innovative AI-driven NANCY subsystem that calculates the best pricing policy for network providers. The SPM, based on auction theory and reinforcement learning, allows suppliers to dynamically modify pricing while maximizing efficiency and profit.

As 6G looms on the horizon, the complexity of resource management has grown exponentially. In Open Radio Access Networks (O-RAN), virtualized Radio Access Networks (vRANs) must efficiently allocate both radio and computational resources to meet diverse performance requirements.

In the near future, 6G networks are expected to function as a single, shared system among various stakeholders. The role of the customers will shift to that of providers as physical and virtualized infrastructures will be ready to host any type of application or service.

Cryptography is crucial in our daily lives, enabling us to trust telecommunication channels and conduct essential transactions like online shopping, finances, and healthcare. However, the internet’s short history has seen some widely used cryptographic schemas proven to be vulnerable, jeopardizing the confidentiality of information transmitted over the net.