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

Project Information

SAFE-6G

Grant agreement ID: 101139031

DOI

10.3030/101139031

EC signature date 18 December 2023

Start date 1 January 2024

End date 31 December 2026

Funded under

• Digital, Industry and Space

Total cost

€ 4 325 545,14

EU contribution

€ 3 998 540,50

Coordinated by

TELEFONICA INNOVACION DIGITAL SL
Spain

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Other (9)

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

Author(s): Lorin, Stephane; Bisson, Pascal
Published in: 2025
Publisher: SAFE-6G
DOI: 10.5281/ZENODO.15782353

6G KVIs – SNS Projects Initial Survey Results 2025

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

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

Author(s): García Sánchez, Daniel; Andrés Anaya, Álvaro; Sanz Sanz, Rodrigo
Published in: 2025
DOI: 10.5281/ZENODO.14943206

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

Author(s): Bailly, Charles
Published in: 2024
DOI: 10.5281/ZENODO.14711903

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

Author(s): 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
Published in: 2025
DOI: 10.5281/ZENODO.14623106

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

Author(s): Betzelos, Christos; Uzunidis, Dimitris; Leligou, Helen; Karkazis, Panagiotis
Published 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 D6.3: Dissemination, Communication and 6G-IA/SNS Engagement Activities (intermediate)

Author(s): Garcia Rodrigo, Javier
Published in: 2025
Publisher: SAFE-6G
DOI: 10.5281/ZENODO.15761235

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

Author(s): Tsolkas, Dimitris; Artuñedo Guillen, David; Gavras, Anastasius; Tranoris, Christos; Laki, Sándor; Skarmeta Gómez, Antonio; Barraca, João Paulo; Makropoulos, George; Vilalta, Ricard
Published in: SNS JU Reliable Software Networks Working Group, 2024
DOI: 10.5281/ZENODO.15011613

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

Author(s): Koumaras, Harilaos; Alexandropoulos, Ilias; Rentoula, Vasiliki; Georgoulas, Spyridon
Published in: 2024
DOI: 10.5281/ZENODO.14051586

Peer reviewed articles (7)

Impact of Inter-Operator Interference via Reconfigurable Intelligent Surfaces

Author(s): Nikolaos I. Miridakis; Theodoros A. Tsiftsis; Panagiotis A. Karkazis; Helen C. Leligou; Petar Popovski
Published in: IEEE Wireless Communications Letters, 2024, ISSN 2162-2345
Publisher: IEEE
DOI: 10.1109/LWC.2024.3425728

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

Author(s): Stelios Prekas, Panagiotis A. Karkazis, and Panagiotis Trakadas
Published in: Telecom, Issue Volume 5 Issue 4, 2024, ISSN 2673-4001
Publisher: MDPI
DOI: 10.3390/TELECOM5040057

A User-Centric Perspective of 6G Networks: A Survey

Author(s): Stamatia F. Drampalou, Dimitris Uzunidis, Anastasios Vetsos, Nikolaos I. Miridakis, Panagiotis Karkazis
Published in: IEEE Access, Issue 12, 2024, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2024.3516194

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

Author(s): Ilias Alexandropoulos, Harilaos Koumaras, Vasiliki Rentoula, Gerasimos Papanikolaou-Ntais, Spyridon Georgoulas, George Makropoulos
Published in: Electronics, Issue 14, 2025, ISSN 2079-9292
Publisher: MDPI AG
DOI: 10.3390/ELECTRONICS14112285

Eu regulatory ecosystem for ethical AI

Author(s): Vaios Bolgouras; Apostolis Zarras; Christian Leka; Ioannis Stylianou; Aristeidis Farao; Christos Xenakis
Published in: AI and Ethics, 2025, ISSN 2730-5953
Publisher: Springer
DOI: 10.1007/S43681-025-00749-X

IEEE Access

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

Eu regulatory ecosystem for ethical AI

Author(s): Vaios Bolgouras, Apostolis Zarras, Christian Leka, Ioannis Stylianou, Aristeidis Farao, Christos Xenakis
Published in: AI and Ethics, 2025, ISSN 2730-5953
Publisher: Springer Science and Business Media LLC
DOI: 10.1007/S43681-025-00749-X

Conference proceedings (3)

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

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

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

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

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

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

Book chapters (1)

Cybersecurity Challenges and Pitfalls in 6G Networks

Author(s): Farao, Aristeidis; Bolgouras, Vaios; Zarras, Apostolis; Xenakis, Christos
Published in: 2025
Publisher: AIAS-MCSA-Project