A Smart and Adaptive Framework for Enhancing Trust in 6G Networks

Informazioni relative al progetto

SAFE-6G

ID dell’accordo di sovvenzione: 101139031

DOI

10.3030/101139031

Data della firma CE 18 Dicembre 2023

Data di avvio 1 Gennaio 2024

Data di completamento 31 Dicembre 2026

Finanziato da

• Digital, Industry and Space

Costo totale

€ 4 325 545,14

Contributo UE

€ 3 998 540,50

Coordinato da

TELEFONICA INNOVACION DIGITAL SL
Spain

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

Documents, reports (3)

Dissemination, Communication and 6G-IA/SNS Engagement Plan

Plan on the dissemination, communication and 6G-IA/SNS engagement activities

Dissemination, Communication and 6G-IA/SNS Engagement Activities (intermediate)

Intermediate report on the dissemination, communication and 6G-IA/SNS engagement activities

Standardisation, Innovation, Exploitation and Technology Transfer Activities (Intermediate)

Intermediate report on the innovation, exploitation, standardization as well as preliminary business and market analysis activities of the project

Pubblicazioni

Other (23)

Deliverable D6.4: Standardization, Innovation, Exploitation and Technology Transfer Activities (Intermediate)

Autori: Lorin, Stephane; Bisson, Pascal
Pubblicato in: 2025
Editore: SAFE-6G
DOI: 10.5281/ZENODO.15782353

Sustainability of 6G: Ways to Reduce Energy Consumption

Autori: Hecker, Artur Bernardos, Carlos Jesus Gavra,s Schörner, Karsten Bou Rouphael, Rony AL-Naday, Mays Lombardo, Chiara, Ghoraishi, Mir
Pubblicato in: 2024
Editore: 6G Infrastructure Association

Network & Service Management Advancements - Key frameworks and Interfaces towards open, Intelligent and reliable 6G networks

Autori: Tsolkas, Dimitris; Artuñedo Guillen, David; Gavras, Anastasius; Tranoris, Christos; Laki, Sándor; Skarmeta Gómez, Antonio; Barraca, João Paulo; Makropoulos, George; Vilalta, Ricard
Pubblicato in: 2024
Editore: Smart Networks and Services Joint Undertaking
DOI: 10.5281/ZENODO.14234898

6G KVIs – SNS Projects Initial Survey Results 2025

Autori: Patsouras, Ioannis; Charemis, Athanasios; Wedikkara Gedara, Imesha; Ghoraishi, Mir; Basaras, Pavlos; Mesogiti, Ioanna; Theodoropoulou, Elina; Lazaro, Jose Antonio; Petersen, Katrina
Pubblicato in: 2025
DOI: 10.5281/ZENODO.15220946

The SNS JU Journal 2025

Autori: SNS CO‑OP – SNS Collaborative Operations and Output Optimisation
Pubblicato in: 2025
Editore: SNS
DOI: 10.5281/ZENODO.5094340

Deliverable D6.1: Dissemination, Communication and 6G-IA/SNS Engagement Plan

Autori: Mavrikakis, Vasilis
Pubblicato in: 2024
Editore: SAFE-6G project
DOI: 10.5281/ZENODO.12578698

Deliverable D6.2: Standardisation, Innovation, Exploitation and Technology Transfer Plan

Autori: Lorin, Stephane; Branchereau, Alan; Bisson, Pascal
Pubblicato in: 2024
Editore: SAFE-6G
DOI: 10.5281/ZENODO.13827569

Deliverable D2.2: Overall SAFE-6G Framework and Reference Architecture Design

Autori: Koumaras, Harilaos; Alexandropoulos, Ilias; Rentoula, Vasiliki; Georgoulas, Spyridon
Pubblicato in: 2024
Editore: SAFE-6G
DOI: 10.5281/ZENODO.14051586

Deliverable D2.4: 6G Trustworthiness KPI & KVI definition and validation methodology

Autori: García Sánchez, Daniel; Andrés Anaya, Álvaro; Sanz Sanz, Rodrigo
Pubblicato in: 2025
DOI: 10.5281/ZENODO.14943206

Deliverable D2.3: Metaverse use-cases definition with virtual assistant for user-centric configuration

Autori: Bailly, Charles
Pubblicato in: 2024
DOI: 10.5281/ZENODO.14711903

HiPEACinfo 72: Your cybersecurity 101

Autori: HiPEAC
Pubblicato in: 2024
Editore: HiPEAC

Towards 6G Architecture: Key Concepts, Challenges, and Building Blocks

Autori: Gramaglia, Marco Bulakci, Ömer Li, Xi Gavras, Anastasius Ericson, Mårten Kerboeuf, Sylvaine Larrabeiti, David Ghoraishi, Mir Mesodiakaki, Agapi Koumaras, Harilaos Robitzsch, Sebastian Asensio Garriga, Rodrigo Skarmeta Gómez, Antonio Tsolkas, Dimit
Pubblicato in: 2025
Editore: Smart Networks and Services Joint Undertaking

6G for Media and Entertainment

Autori: SNS
Pubblicato in: https://smart-networks.europa.eu/wp-content/uploads/2025/12/white-paper-6g-for-me-v1.0.pdf
Editore: SNS
DOI: 10.5281/ZENODO.17607663

“European SME Expertise in 5G and Beyond 2024” Brochure Now Available

Autori: Projects Involved
Pubblicato in: 2025
Editore: NETWORLD EUROPE

European Vision for the 6G Network Ecosystem

Autori: Uusitalo, Mikko; Bernardos, Carlos Jesus; Kaloxylos, Alexandros; Bourse, Didier Arnaud; Norp, Toon; Lønsethagen, Håkon; Hecker, Artur; Rugeland, Patrik; Papagianni, Chrysa; Bulakci, Ömer; Li, Xi; Ericson, Mårten; Anton-Haro, Carles; Massod Khorsandi, Bahare; Ramos-Lopez, Aurora; Frascolla, Valerio; Marco, Gramaglia; Gavras, Anastasius; Trichias, Konstantinos
Pubblicato in: 2024
Editore: 6G-IA Vision Working Group
DOI: 10.5281/ZENODO.13708425

6G Security and Trust: Insights from European SNS Projects

Autori: SNS
Pubblicato in: 2025
Editore: SNS

AI/ML as a Key Enabler of 6G Networks: Methodology, Approach and AI-Mechanisms in SNS JU

Autori: Trichias, Konstantinos; Christopoulou, Maria; Porambage, Pawani; Benzaid, Chafika; Vassiliou, Vasos; Artuñedo Guillén, David; Tsolkas, Dimitris; Avgeris, Marios; Papagianni, Chrysa; Jain, Akshay; Kilper, Daniel; Chen, Tao
Pubblicato in: 2025
DOI: 10.5281/ZENODO.14623106

Enhancing Reliability in 6G Networks Based on User-Driven AI

Autori: Betzelos, Christos; Uzunidis, Dimitris; Leligou, Helen; Karkazis, Panagiotis
Pubblicato in: 2024 IEEE 29th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), 2024
DOI: 10.5281/ZENODO.13756997

Deliverable D2.1: Definition of Technical Requirements for User-centric 6G Trustworthiness

Autori: Lorin, Stéphane; Branchereau, Alan; Bisson, Pascal
Pubblicato in: 2025
Editore: SAFE-6G
DOI: 10.5281/ZENODO.13827619

Deliverable D6.3: Dissemination, Communication and 6G-IA/SNS Engagement Activities (intermediate)

Autori: Garcia Rodrigo, Javier
Pubblicato in: 2025
Editore: SAFE-6G
DOI: 10.5281/ZENODO.15761235

Innovative Approaches for 6G Security: Challenges, Solutions, and Impact

Autori: Pérez Palma, Noelia; Skarmeta Gómez, Antonio; Bisson, Pascal
Pubblicato in: 2025
Editore: 6G Infrastructure Association
DOI: 10.5281/ZENODO.14619619

Smart Networks and Services Joint Undertaking

Autori: 6G SNS
Pubblicato in: 2025
Editore: 6G SNS

Deliverable D2.2: Overall SAFE-6G Framework and Reference Architecture Design

Autori: Koumaras, Harilaos; Alexandropoulos, Ilias; Rentoula, Vasiliki; Georgoulas, Spyridon
Pubblicato in: 2024
DOI: 10.5281/ZENODO.14051586

Peer reviewed articles (6)

Impact of Inter-Operator Interference via Reconfigurable Intelligent Surfaces

Autori: Nikolaos I. Miridakis; Theodoros A. Tsiftsis; Panagiotis A. Karkazis; Helen C. Leligou; Petar Popovski
Pubblicato in: IEEE Wireless Communications Letters, 2024, ISSN 2162-2345
Editore: IEEE
DOI: 10.1109/LWC.2024.3425728

Path Algebra-Driven Classification Solution to Realize User-Centric Performance-Oriented Virtual Network Embeddings

Autori: Stelios Prekas, Panagiotis A. Karkazis, and Panagiotis Trakadas
Pubblicato in: Telecom, Numero Volume 5 Numero 4, 2024, ISSN 2673-4001
Editore: MDPI
DOI: 10.3390/TELECOM5040057

Adversarial Robustness in Cognitive Systems: A Trustworthiness Assessment Perspective for 6G Networks

Autori: Ilias Alexandropoulos, Harilaos Koumaras, Vasiliki Rentoula, Gerasimos Papanikolaou-Ntais, Spyridon Georgoulas, George Makropoulos
Pubblicato in: Electronics, Numero 14, 2025, ISSN 2079-9292
Editore: MDPI AG
DOI: 10.3390/ELECTRONICS14112285

Eu regulatory ecosystem for ethical AI

Autori: Vaios Bolgouras; Apostolis Zarras; Christian Leka; Ioannis Stylianou; Aristeidis Farao; Christos Xenakis
Pubblicato in: AI and Ethics, 2025, ISSN 2730-5953
Editore: Springer
DOI: 10.1007/S43681-025-00749-X

IEEE Access

Autori: Stamatia F. Drampalou; Dimitris Uzunidis; Anastasios Vetsos; Nikolaos I. Miridakis; Panagiotis Karkazis
Pubblicato in: IEEE Access, 2024, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/ACCESS.2024.3516194

AI-Driven Dynamic Network Slicing Optimization Leveraging Temporal Graph Networks

Autori: George Makropoulos, Harilaos Koumaras, Nancy Alonistioti
Pubblicato in: IEEE Networking Letters, Numero 7, 2026, ISSN 2576-3156
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/LNET.2025.3617577

Conference proceedings (5)

An AI-Assisted User-Intent 6G System for Dynamic Throughput Provision

Autori: I. Alexandropoulos, V. Rentoula, D. Fragkos, N. Gkatzios, H. Koumaras
Pubblicato in: 2024 IEEE 29th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), 2025
Editore: IEEE
DOI: 10.1109/CAMAD62243.2024.10942858

B5G Core Network Openness: A Proof of Concept Implementation of Location Reporting via Network Exposure Function

Autori: Vasilis Pitsilis (NCSR Demokritos, Greece); Panagiotis Pavlidis (National Centre for Scientific Research Demokritos, Greece); Stefanos Plastras (National Center for Scientific Research Demokritos, Greece); George Makropoulos (NCSR Demokritos & National an
Editore: IEEE

Prototyping an AI-Driven Cognitive Coordinator for Mapping User Intent to Trustworthiness in 6G Networks

Autori: Harilaos Koumaras (NCSR Demokritos, Greece); Spyridon Georgoulas (National Centre for Scientific Research Demokritos, Greece); Georgios Batsis (NCSR Demokritos, Greece); Evangelos Anagnostopoulos (INFOLYSIS, Greece); Vaios Koumaras (INFOLYSiS P. C., Greec
Editore: IEEE

A Proof of Concept Implementation of an AI-assisted User-Centric 6G Network

Autori: N. Gkatzios, H. Koumaras, D. Fragkos, V. Koumaras
Pubblicato in: 2024 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), 2024
Editore: IEEE
DOI: 10.1109/EUCNC/6GSUMMIT60053.2024.10597020

Performance Comparison of NWDAF-Based Security Analytics Techniques in 5G/B5G Networks

Autori: Apostolis Garos, Nikos Alabasis, Victoria Katsarou, Georgios Gardikis, Dimitris Santorinaios, Maria Christopoulou
Pubblicato in: 2024 IEEE 29th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), 2025
Editore: IEEE
DOI: 10.1109/CAMAD62243.2024.10942814

Book chapters (1)

Cybersecurity Challenges and Pitfalls in 6G Networks

Autori: Farao, Aristeidis; Bolgouras, Vaios; Zarras, Apostolis; Xenakis, Christos
Pubblicato in: 2025
Editore: AIAS-MCSA-Project