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Zero-touch security and trust for ubiquitous computing and connectivity in 5G networks.

Deliverables

Initial market and business opportunities analysis

This deliverable provides an initial assessment of the market conditions and opportunities for 5GZORRO.

Final design of the 5GZORRO Platform for Security & Trust

This deliverable will update D21 D22 and D23 with the relevant FINAL findings

Use case validation plan and testbed design

This report will contain the design of the experimentation testbeds for all the use cases. The document also will contain the test plan for each use case scenario with a list of functional and performance evaluations to be executed.

Use cases and requirements definition

In this deliverable use cases will be detailed and refined, and requirements will be elicited from them. We will not want to set in stone every detail of what we do want to implement, so these use cases and requirements will be gathered in an agile way, taking into account that new and/or different requirements may have to be implemented as the project execution unfolds.

Design of the 5GZORRO Platform for Security & Trust

This deliverable will present the first version of the architecture we plan to implement to answer the first version of the use cases and requirements. This architecture will take into consideration the best practices in defining a software architecture, namely seeking to exhibit the most relevant characteristics of a software architecture.

Dissemination, Communication and Standardization Plan

This deliverable provides an initial strategy towards dissemination and communication strategy and an action plan to carry out during the project.

Design of Zero Touch Service Mgmt with Security & Trust solutions

This deliverable reports the security and trust management framework implemented to give support to the 5GZORRO platform, including the designed mechanisms to orchestrate trust establishment and secure communications in distributed multi-party 5G scenarios.

Prototypes of evolved 5G Service layer solutions

This deliverable will describe the final implementation of the 5G DLT implementing the SLA lifecycle management and demonstrating zerotouch secure SLA deployment as well as the distributed intelligent and automated datadriven resource management capable of resource discovery automated SLA deployment and enactment to final settlement

Intermediate Dissemination and Communication Report

This deliverable provides a report of the dissemination and communication activities performed during the first 12 months of the project, including an assessment of the impact achieved and updates to the initial defined plan.

Final prototype of Zero Touch Service Mgmt with Security and Trust

This deliverable reports on the integration to incorporate the security and trust framework developed in Tasks 41 42 and 43 into the 5GZORRO system giving support to zero touch service management

Final Dissemination and Communication Report

This deliverable provides a report of the dissemination and communication activities performed during the last 12 months of the project including an assessment of the impact achieved

Intermediate prototype of Zero Touch Service Mgmt with Security and Trust

This deliverable is geared to report on an intermediate prototype of the security and trust framework for zero touch service management, as well as the improvements on network slicing and NFV-MANO with the aim of giving support to end to end intelligent and secured automated management solutions meeting strong security and trust requirements.

Intermediate validation results

This report will contain results of the first tests executed with the intermediate release of the 5GZORRO components Tests results will cover all the use case scenarios and a preliminary analysis of the 5GZORRO benefits including feedback to WP3 and WP4 for Implementation Cycle2

Final Design of the evolved 5G Service layer solutions
Final design of Zero Touch Service Mgmt with Security & Trust solutions

Final design of Zero Touch Service Mgmt with Security Trust solutions

Update design of the 5GZORRO Platform for Security & Trust

This deliverable will update D2.1 and D2.2 with the relevant findings along the first eighteen months of the project.

Design of the evolved 5G Service layer solutions

This deliverable will describe the architecture of data-driven solution for DLT and distributed intelligent resource discovery and management. Basing on the overall 5GZORRO architecture, this document will zoom into the per-domain and cross-domain management layers, and the boundary between them. The report will contain the domain-specific systems architecture of 5GZORRO DLT and 5G Operational Data Lake elements, and interaction with the constituent modules and components for Zero-Touch SLA Smart Contract, resource discovery, allocation and provisioning.

Business models and Validation of 5GZORRO security & trust framework

This report will contain the final results of the test and measurement campaigns for the three use cases using final 5GZORRO software releases from WP3 WP4 The document also contains the business models for the innovation and exploitation potentials of the developed solution with technoeconomic analyses

Publications

Design of a Security and Trust Framework for 5G Multi-domain Scenarios

Author(s): José María Jorquera Valero; Pedro Miguel Sánchez Sánchez; Alexios Lekidis; Javier Fernandez Hidalgo; Manuel Gil Pérez; M. Shuaib Siddiqui; Alberto Huertas Celdrán; Gregorio Martínez Pérez
Published in: Journal of Network and Systems Management (JNSM), Issue 1, 2021, ISSN 1573-7705
Publisher: Springer New York
DOI: 10.1007/s10922-021-09623-7

Centralized and Federated Learning for Predictive VNF Autoscaling in Multi-Domain 5G Networks and Beyond

Author(s): Tejas Subramanya, Roberto Riggio
Published in: IEEE Transactions on Network and Service Management, Issue 18/1, 2021, Page(s) 63-78, ISSN 1932-4537
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tnsm.2021.3050955

Zero Touch Management: A Survey of Network Automation Solutions for 5G and 6G Networks

Author(s): E. Coronado, R. Behravesh, T. Subramanya, A. Fernàndez-Fernàndez, M. S. Siddiqui, X. Costa-Pérez, R. Riggio
Published in: IEEE Communications Surveys & Tutorials, Issue vol. 24, no. 4, 2022, Page(s) pp. 2535-2578, ISSN 1553-877X
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/comst.2022.3212586

A Bio-Inspired Reaction Against Cyberattacks: AIS-Powered Optimal Countermeasures Selection

Author(s): Pantaleone Nespoli, Felix Gomez Marmol, Jorge Maestre Vidal
Published in: IEEE Access, Issue 9, 2021, Page(s) 60971-60996, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3074021

Adaptive ML-Based Frame Length Optimisation in Enterprise SD-WLANs

Author(s): Estefanía Coronado, Abin Thomas, Roberto Riggio
Published in: Journal of Network and Systems Management, Issue 28/4, 2020, Page(s) 850-881, ISSN 1064-7570
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10922-020-09527-y

AI-Empowered Software-Defined WLANs

Author(s): Estefanía Coronado; Suzan Bayhan; Abin Thomas; Roberto Riggio
Published in: IEEE Communications Magazine, Issue Volume: 59 Issue: 3, 2021, ISSN 1558-1896
Publisher: IEEE
DOI: 10.1109/mcom.001.2000895

Smart Contracts in the 5G Roaming Architecture: The Fusion of Blockchain with 5G Networks

Author(s): Babak Mafakheri, Andreas Heider-Aviet, Roberto Riggio, Leonardo Goratti
Published in: IEEE Communications Magazine, Issue 59/3, 2021, Page(s) 77-83, ISSN 0163-6804
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mcom.001.2000857

Cutting-Edge Assets for Trust in 5G and Beyond: Requirements, State-of-the-Art, Trends & Challenges

Author(s): José María Jorquera Valero, Pedro Miguel Sánchez Sánchez, Manuel Gil Pérez, Alberto Huertas Celdrán, Gregorio Martínez Pérez
Published in: ACM Computing Surveys, 2022, ISSN 0360-0300
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3572717

Toward pre-standardization of reputation-based trust models beyond 5G

Author(s): José MaríaJorquera Valero, Pedro Miguel Sánchez Sánchez, ManuelGil Pérez, Alberto Huertas Celdrán, Gregorio Martínez Pérez
Published in: Computer Standards & Interfaces, Issue Volume 81, April 2022, 103596, 2022, Page(s) Volume 81, April 2022, 103596, ISSN 0920-5489
Publisher: Elsevier BV
DOI: 10.1016/j.csi.2021.103596

S3: An AI-Enabled User Continuous Authentication for Smartphones Based on Sensors, Statistics and Speaker Information

Author(s): Espín López, J.M.; Huertas Celdrán, A.; Martínez Pérez, G.; Esquembre, F.; Marín-Blázquez, J.G
Published in: Sensors 2021, Issue Special Issue AI-Enabled Security Technologies, 2021, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21113765

Federated Learning for Malware Detection in IoT Devices

Author(s): Rey, Valerian; Sánchez, Pedro Miguel Sánchez; Celdrán, Alberto Huertas; Bovet, Gérôme; Jaggi, Martin
Published in: Computer Networks, Issue 1, 2022, ISSN 1389-1286
Publisher: Elsevier BV
DOI: 10.1016/j.comnet.2021.108693

Time-Sensitive Mobile User Association and SFC Placement in MEC-Enabled 5G Networks

Author(s): R. Behravesh, D. Harutyunyan, E. Coronado and R. Riggio
Published in: IEEE Transactions on Network and Service Management, Issue Vol. 18, no. 3, 2021, Page(s) pp. 3006-3020, ISSN 1932-4537
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tnsm.2021.3078814

Overview of the security and trust mechanisms in the 5GZORRO project

Author(s): Chainho, Paulo; Fernandez-Fernández, Adriana; Fernández Hidalgo, Javier; Gil Pérez, Manuel; Jorquera Valero, Joasé María; Martínez Perez, Gregorio; Mifsud, Jean-Marie; Huertas Celdran, Alberto; Lekidis, Aleixos; Sanchez Sánchez, Pedro Miguel; Santos, Bruno; Sciberras, Antonie; Siddiqui, Shuaib
Published in: EUCNC 2021, 2021
Publisher: none
DOI: 10.5281/zenodo.7438880

AI-driven Zero-touch Operations, Security and Trust in Multi-operator 5G Networks: a Conceptual Architecture

Author(s): Gino Carrozzo, M. Shuaib Siddiqui, August Betzler, Jose Bonnet, Gregorio Martinez Perez, Aurora Ramos, Tejas Subramanya
Published in: 2020 European Conference on Networks and Communications (EuCNC), 2020, Page(s) 254-258, ISBN 978-1-7281-4355-2
Publisher: IEEE
DOI: 10.1109/eucnc48522.2020.9200928

Dynamic Slice Scaling Mechanisms for 5G Multi-domain Environments

Author(s): D. Breitgand et al
Published in: IEEE 7th International Conference on Network Softwarization (NetSoft), 2021, Page(s) pp. 56-62, ISSN 2693-9789
Publisher: IEEE
DOI: 10.1109/netsoft51509.2021.9492716

Zero-touch AIOps in multi-operator 5G networks

Author(s): Katherine Barabash, Gino Carrozzo, Dean Lorenz, Kalman Meth, Shuaib M. Siddiqui
Published in: EUCNC 2021, 2021
Publisher: none
DOI: 10.5281/zenodo.7438857

Multi-Party Collaboration in 5G Networks via DLT-Enabled Marketplaces: A Pragmatic Approach

Author(s): Adriana Fernandez-Fernandez, Michael De Angelis, Pietro G. Giardina, James Taylor, Paulo Chainho, Jose M. Jorquera Valero, Leonardo Ochoa-Aday, Diego R. Lopez, Gino Carrozzo, M. Shuaib Siddiqui
Published in: 2021 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), 2021, Page(s) 550-555, ISBN 978-1-6654-1526-2
Publisher: IEEE
DOI: 10.1109/eucnc/6gsummit51104.2021.9482487

Blockchain-based Zero Touch Service Assurancein Cross-domain Network Slicing

Author(s): V. Theodorou et al.
Published in: 2021 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), 2021, Page(s) pp. 395-400, ISSN 2575-4912
Publisher: IEEE Xplore
DOI: 10.1109/eucnc/6gsummit51104.2021.9482602

A Security and Trust Framework for Decentralized 5G Marketplaces

Author(s): José María Jorquera Valero, Manuel Gil Pérez, Gregorio Martínez Pérez
Published in: Proceedings of the VII Jornadas Nacionales de Investigación en Ciberseguridad,, 2022, Page(s) pp. 237-240
Publisher: INCIBE - TECNALIA
DOI: 10.48550/arxiv.2210.11517

AISGA: Multi-objective parameters optimization for countermeasures selection through genetic algorithm

Author(s): Pantaleone Nespoli, Felix Gomez Marmol, Georgios Kambourakis
Published in: The 16th International Conference on Availability, Reliability and Security (ARES, 2021, Page(s) 1-8
Publisher: ACM
DOI: 10.1145/3465481.3470074

Toward True Cloud Native NFV MANO

Author(s): D. Breitgand, V. Eisenberg, N. Naaman, N. Rozenbaum and A. Weit
Published in: 12th International Conference on Network of the Future (NoF), 2021, Page(s) pp. 1-5
Publisher: IEEE Xplore
DOI: 10.1109/nof52522.2021.9609908

aiOS: An Intelligence Layer for SD-WLANs

Author(s): Estefania Coronado, Abin Thomas, Suzan Bayhan, Roberto Riggio
Published in: NOMS 2020 - 2020 IEEE/IFIP Network Operations and Management Symposium, 2020, Page(s) 1-9, ISBN 978-1-7281-4973-8
Publisher: IEEE
DOI: 10.1109/noms47738.2020.9110260

AI and ML – Enablers for Beyond 5G Networks

Author(s): Kaloxylos, Alexandros; Gavras, Anastasius; Camps Mur, Daniel; Ghoraishi, Mir; Hrasnica, Halid
Published in: white paper, Issue 1, 2021
Publisher: 5G PPP
DOI: 10.5281/zenodo.4299895

Trusted Execution Environment-enabled platform for 5G security and privacy enhancement

Author(s): Valero, José María Jorquera et al.
Published in: Studies in Big Data (SBD,volume 95), Issue Chapter First Online: 10 October 2021, 2021
Publisher: Springer
DOI: 10.1007/978-3-030-85428-7_9

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