Descripción del proyecto
Soluciones de ciberseguridad basadas en inteligencia artificial para infraestructuras 6G
La evolución de la 5G y la aparición de la 6G en 2030 han acelerado el progreso tecnológico, lo cual pone de relieve la necesidad de que las redes 6G sean más programables, adaptables y eficientes. Este impulso subraya la importancia de la automatización total para gestionar y operar con eficacia la infraestructura cada vez más compleja de la 6G. Sin embargo, la automatización total conlleva riesgos mayores en materia de ciberseguridad. El equipo del proyecto ROBUST-6G, financiado con fondos europeos, pretende hacer frente a estos mayores riesgos de ciberseguridad desarrollando varias soluciones basadas en inteligencia artificial (IA) y aprendizaje automático (AA). Estas soluciones se centrarán en el avance de la ciberseguridad de la IA y el AA, la implantación de una gestión de la seguridad sin intervención, la garantía de la privacidad y la seguridad, el fomento de la eficacia energética y la sostenibilidad, así como la protección de los sistemas de IA/AM frente a las brechas de seguridad.
Objetivo
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.
Ámbito científico
- engineering and technologyelectrical engineering, electronic engineering, information engineeringinformation engineeringtelecommunicationstelecommunications networksmobile network5G
- social sciencessociologyindustrial relationsautomation
- natural sciencescomputer and information sciencescomputer security
Palabras clave
Programa(s)
- HORIZON.2.4 - Digital, Industry and Space Main Programme
Régimen de financiación
HORIZON-JU-RIA - HORIZON JU Research and Innovation ActionsCoordinador
34469 Istanbul
Turquía