Description du projet
Des solutions de cybersécurité optimisées par l’IA pour l’infrastructure 6G
L’évolution de la 5G et l’émergence de la 6G prévue pour 2030 ont accéléré le progrès technologique, mettant en évidence la nécessité de réseaux 6G plus programmables, adaptables et efficaces. Cette évolution souligne l’importance d’une automatisation complète afin de gérer et exploiter efficacement l’infrastructure de plus en plus complexe de la 6G. Une automatisation totale s’accompagne toutefois d’une augmentation des risques de cybersécurité. Le projet ROBUST-6G, financé par l’UE, entend répondre à cette augmentation des risques de cybersécurité en développant plusieurs solutions basées sur l’intelligence artificielle (IA) et l’apprentissage automatique (AA). Ces solutions porteront sur l’avancement de la cybersécurité optimisée par l’IA/AA, la mise en œuvre d’une gestion de la sécurité sans contact, la garantie de la confidentialité et de la sécurité, la promotion de l’efficacité énergétique et de la durabilité, et la protection des systèmes d’IA/AA contre les failles de sécurité.
Objectif
There is a strong upcoming need for communication and beyond technology on the 2030 horizon, with the transformations having been set in motion by 5G, and increasing expectations in society, accelerated by advancements in enabling technology, and moving toward new services and use cases. To address the demanding and diverse needs of the anticipated use cases, 6G networks must be highly programmable, exceedingly adaptable, and efficient. Nevertheless, the additional level of efficiency, programmability and flexibility will come at the expense of increasing complexity in managing and operating 6G networks. To bring this complexity under control, a paradigm shift toward complete automation of network and service management is required. However, a significant obstacle to full automation is the protection of the network services, infrastructure and data against possible cybersecurity risks introduced by the unheard-of expansion of the 6G threat landscape. ROBUST-6G aims to address these cybersecurity risks by 1) providing fundamental contributions to the development of data-driven, AI/ML-based security solutions to meet the new concerns posed by the dynamic nature of the future cyber-physical continuum 2) implementing fully autonomous zero-touch security management functionalities 3) exposing security functionalities to verticals and providing necessary data management 4) protecting AI/ML systems from security attacks and ensuring privacy of individuals whose data is used in the AI-driven systems. 5) providing secure, privacy-preserving and robust distributed intelligence with transparency enhancements by elaborating the explainability in AI/ML 6) achieving energy efficient 6G network design with green and sustainable AI methodologies 7) leveraging different sources of information, ranging from sensing, positioning to authentication, and advanced AI/ML methodologies for detection and mitigation of physical layer attacks and threats.
Champ scientifique
- engineering and technologyelectrical engineering, electronic engineering, information engineeringinformation engineeringtelecommunicationstelecommunications networksmobile network5G
- social sciencessociologyindustrial relationsautomation
- natural sciencescomputer and information sciencescomputer security
Mots‑clés
Programme(s)
- HORIZON.2.4 - Digital, Industry and Space Main Programme
Régime de financement
HORIZON-JU-RIA - HORIZON JU Research and Innovation ActionsCoordinateur
34469 Istanbul
Turquie