SmaRt, AutOmated, and ReliaBle SecUrity Service PlaTform for 6G

Project Information

ROBUST-6G

Grant agreement ID: 101139068

DOI

10.3030/101139068

EC signature date 18 December 2023

Start date 1 January 2024

End date 30 June 2026

Funded under

• Digital, Industry and Space

Total cost

€ 4 202 053,66

EU contribution

€ 3 999 956,50

Coordinated by

ERICSSON ARASTIRMA GELISTIRME VE BILISIM HIZMETLERI ANONIM SIRKETI
Türkiye

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 .

Deliverables

Documents, reports (4)

Security Automation for 6G

The document provides a report on the state of the art to identify the current mechanisms available to enable Zero-touch automation and how to use it to implement the concept of Security-as-a-Service (SaaS). Functional design ROBUST-6G security management mechanism with focus on security orchestration, flexible monitoring, and threat detection and notification. Available early implementation of the modules and interfaces with physical layer and AI/ML services will be also reported.

Use Cases, Requirements, ROBUST-6G Initial Architecture and Initial ROBUST-6G Dataspace

A document detailing the use cases proposed in the scope of the project, along with their technical and business requirements, and the initial release of the ROBUST-6G architecture and the ROBUST-6G dataspace, aligned with the availability of the dataspace software. The document will feed WP6 with definition of use cases and will provide requirements for the implementation of cyber threat capabilities in WP3, WP4, and WP5.

6G Threat Analysis Report

A document that will include: i) a review on the state of the art on existing solutions for threat detection and protection; and ii) an analysis of the characterization of security threats tin 6G networks. This document will serve as basis for the design of cyber threat capabilities implemented in WP3, WP4, and WP5.

Threat Assessment and Prevention Report

The assessment of the threats presented in D2.1, specifically related to the AI-security threats, will be assessed in this deliverable, and AI-driven 6G security solutions and their prevention mechanisms will be presented aligning with the presented assessment.

Publications

Peer reviewed articles (6)

Enhanced Multiuser CSI-Based Physical Layer Authentication Based on Information Reconciliation

Author(s): Atsu Kokuvi Angélo Passah; Arsenia Chorti; Rodrigo C. de Lamare
Published in: IEEE Wireless Communications Letters, 2024, ISSN 2162-2345
Publisher: IEEE
DOI: 10.1109/LWC.2024.3515840

A Survey on XAI for 5G and Beyond Security: Technical Aspects, Challenges and Research Directions

Author(s): Thulitha Senevirathna, Vinh Hoa La, Samuel Marchal, Bartlomiej Siniarski, Madhusanka Liyanage, Shen Wang
Published in: IEEE Communications Surveys & Tutorials, 2024, ISSN 1553-877X
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/COMST.2024.3437248

Analysis of Challenge-Response Authentication With Reconfigurable Intelligent Surfaces

Author(s): Stefano Tomasin, Tarek N. M. M. Elwakeel, Anna Valeria Guglielmi, Robin Maes, Nele Noels, Marc Moeneclaey
Published in: IEEE Transactions on Information Forensics and Security, Issue 19, 2024, ISSN 1556-6013
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TIFS.2024.3471185

Explainable AI for 6G Use Cases: Technical Aspects and Research Challenges

Author(s): Shen Wang, M. Atif Qureshi, Luis Miralles-Pechuán, Thien Huynh-The, Thippa Reddy Gadekallu, Madhusanka Liyanage
Published in: IEEE Open Journal of the Communications Society, Issue 5, 2024, ISSN 2644-125X
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/OJCOMS.2024.3386872

VREM-FL: mobility-aware computation-scheduling co-design for vehicular federated learning

Author(s): Ballotta, Luca; Dal Fabbro, Nicolò; Perin, Giovanni; Schenato, Luca; Rossi, Michele; Piro, Giuseppe
Published in: IEEE Transactions on Vehicular Technology, Issue Volume: 74, Issue: 2, February 2025, 2024, ISSN 1939-9359
Publisher: IEEE
DOI: 10.1109/TVT.2024.3479780

Semantics-Aware Active Fault Detection in Status Updating Systems

Author(s): George Stamatakis; Nikolaos Pappas; Alexandros Fragkiadakis; Nikolaos Petroulakis; Apostolos Traganitis
Published in: IEEE Open Journal of the Communications Society, Vol 5, Pp 1182-1196 (2024), 2024, ISSN 2644-125X
Publisher: IEEE
DOI: 10.1109/ojcoms.2024.3363731

Conference proceedings (17)

Version Age-Based Client Scheduling Policy for Federated Learning

Author(s): Xinyi Hu, Nikolaos Pappas, Howard H. Yang
Published in: 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW), 2024
Publisher: IEEE
DOI: 10.1109/ICASSPW62465.2024.10626990

MLN' 24

Author(s): Bac Trinh-Nguyen, Sara Berri, Sin G. Teo, Tram Truong-Huu, Arsenia Chorti
Published in: Lecture Notes in Computer Science (LNCS), 2024
Publisher: Springer

Physical Layer Authentication Using Information Reconciliation

Author(s): Atsu Kokuvi Angélo Passah, Rodrigo C. De Lamare, Arsenia Chorti
Published in: 2024 IEEE 99th Vehicular Technology Conference (VTC2024-Spring), 2024
Publisher: IEEE
DOI: 10.1109/VTC2024-Spring62846.2024.10683567

A Novel Method to Mitigate Adversarial Attacks Against AI-as-a-Service Functionality

Author(s): Ömer Faruk Tuna, Leyli Karaçay, Utku Gülen
Published in: 2024 IEEE Middle East Conference on Communications and Networking (MECOM), 2024
Publisher: IEEE
DOI: 10.1109/MECOM61498.2024.10880963

ROBUST-6G: Smart, Automated, and Reliable Security Service Platform for 6G

Author(s): Bartlomiej Siniarski, Chamara Sandeepa, Shen Wang, Madhusaska Liyanage, Cem Ayyildiz, Veli Can Yildirim, Hakan Alakoca, Fatma Günes Kesik, Betül Güvenç Paltun, Giovanni Perin, Michele Rossi, Stefano Tomasin, Arsenia Chorti, Pietro G. Giardina, Alberto García Pércz, José María Jorquera Valero, Tommy Svensson, Nikolaos Pappas, Marios Kountouris
Published in: 2024 Fifteenth International Conference on Ubiquitous and Future Networks (ICUFN), 2024
Publisher: IEEE
DOI: 10.1109/ICUFN61752.2024.10624832

Secret Key Generation Rates for Line of Sight Multipath Channels in the Prescence of Eavesdroppers

Author(s): Amitha Mayya, Arsenia Chorti, Rafael F. Schaefer, Gerhard P. Fettweis
Published in: 27th InternationalWorkshop on Smart Antennas, 2024
Publisher: IEEE
DOI: 10.48550/ARXIV.2404.16481

SHERPA: Explainable Robust Algorithms for Privacy-Preserved Federated Learning in Future Networks to Defend Against Data Poisoning Attacks

Author(s): Chamara Sandeepa, Bartlomiej Siniarski, Shen Wang, Madhusanka Liyanage
Published in: 2024 IEEE Symposium on Security and Privacy (SP), 2024
Publisher: IEEE
DOI: 10.1109/SP54263.2024.00271

Physical-Layer Challenge-Response Authentication with IRS and Single-Antenna Devices

Author(s): Anna V. Guglielmi, Laura Crosara, Stefano Tomasin, Nicola Laurenti
Published in: 2024 IEEE International Conference on Communications Workshops (ICC Workshops), 2024
Publisher: IEEE
DOI: 10.1109/ICCWorkshops59551.2024.10615677

Divergence-Minimizing Attack Against Challenge-Response Authentication with IRSs

Author(s): Laura Crosara, Anna V. Guglielmi, Nicola Laurenti, Stefano Tomasin
Published in: 2024 IEEE International Conference on Communications Workshops (ICC Workshops), 2024
Publisher: IEEE
DOI: 10.1109/ICCWorkshops59551.2024.10615572

Decentralized LLM Inference over Edge Networks with Energy Harvesting

Author(s): Khoshsirat, Aria; Perin, Giovanni; Rossi, Michele
Published in: 2024
Publisher: IEEE
DOI: 10.5281/ZENODO.13384764

Secure Status Updates under Eavesdropping: Age of Information-based Secrecy Metrics

Author(s): Qian Wang, He Chen, Parthajit Mohapatra, Nikolaos Pappas
Published in: IEEE INFOCOM 2024 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), 2024
Publisher: IEEE
DOI: 10.1109/INFOCOMWKSHPS61880.2024.10620867

Advancing Security for 6G Smart Networks and Services

Author(s): Madhusanka Liyanage, Pawani Porambage, Engin Zeydan, Thulitha Senavirathne, Yushan Siriwardhana, Awaneesh Kumar Yadav, Bartlomiej Siniarski
Published in: 2024 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), 2024
Publisher: IEEE
DOI: 10.1109/EuCNC/6GSummit60053.2024.10597131

Energy-Based Optimization of Physical-Layer Challenge-Response Authentication with Drones

Author(s): Francesco Ardizzon, Damiano Salvaterra, Mattia Piana, and Stefano Tomasin
Published in: 2024
Publisher: IEEE
DOI: 10.48550/ARXIV.2410.00785

A Latent Space Metric for Enhancing Prediction Confidence in Earth Observation Data

Author(s): I. Pitsiorlas, A. Tsantalidou, G. Arvanitakis, M. Kountouris, Ch. Kontoes
Published in: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, 2024
Publisher: IEEE
DOI: 10.1109/IGARSS53475.2024.10641865

Minimizing the Age of Missed and False Alarms in Remote Estimation of Markov Sources

Author(s): Jiping Luo and Nikolaos Pappas
Published in: MOBIHOC '24: Proceedings of the Twenty-fifth International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing, 2024
Publisher: ACM
DOI: 10.1145/3641512.3690161

One-Class Classification as GLRT for Jamming Detection in Private 5G Networks

Author(s): Matteo Varotto, Stefan Valentin, Francesco Ardizzon, Samuele Marzotto, Stefano Tomasin
Published in: 2024 IEEE 25th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2024
Publisher: IEEE
DOI: 10.1109/SPAWC60668.2024.10694335

Detecting 5G Signal Jammers Using Spectrograms with Supervised and Unsupervised Learning

Author(s): Matteo Varotto, Stefan Valentin, Stefano Tomasin
Published in: 2024 IEEE International Conference on Communications Workshops (ICC Workshops), 2024
Publisher: IEEE
DOI: 10.1109/ICCWorkshops59551.2024.10615325

Other (2)

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

Author(s): Pérez Palma, Noelia; Skarmeta Gómez, Antonio; Bisson, Pascal
Published in: 2025
Publisher: N/A
DOI: 10.5281/ZENODO.14619619

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
Publisher: N/A
DOI: 10.5281/ZENODO.14623109