secuRe desIGn and deplOyment of trUsthwoRthy cOntinUum computing 6G Services

Información del proyecto

RIGOUROUS

Identificador del acuerdo de subvención: 101095933

DOI

10.3030/101095933

Fecha de la firma de la CE 15 Noviembre 2022

Fecha de inicio 1 Enero 2023

Fecha de finalización 31 Diciembre 2025

Financiado con arreglo a

• Digital, Industry and Space

Coste total

€ 4 860 550,00

Aportación de la UE

€ 4 527 400,00

Coordinado por

UNIVERSIDAD DE MURCIA
Spain

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Documents, reports (8)

Design plan of the Multi-domain automated security orchestration, trust-management and deployment

D3.1 Design plan of the multi-domain automated security orchestration, trust-management and deployment - This deliverable will report the initial outcomes coming from all the tasks in WP3, including the first analysis and design of the enablers and components for automated security orchestration, the design of the human-centric tools, open security and privacy models, the trust management as well as end-to-end slicing across multiple domains and network segments. [M12, R, PU, UWS]

Platform Prototype Integration and In-lab testing 1

D5.1 Platform Prototype Integration and In-lab testing - This deliverable will report on the work to be conducted in Task T5.1 and T5.2. It will focus on the methodology for testing and integration, the first set of in-lab experiments and results of achieved with the first prototype. [M18, R, PU, ONE]

First results of the Multi-domain automated security orchestration, trust-management and deployment

D3.2 First results of the multi-domain automated security orchestration, trust-management and deployment - This deliverable will report the scientific outcomes from the four tasks as well as the implementation aspects of the trust manager, AI-driven orchestrator, End-to-End multi-domain Slice Manager and the Human-Centric DevSecOps tools [M18, R, PU, LNVO]

Dissemination and Communication Plan

D6.2 Dissemination and Communication Plan -The deliverable reports the complete plan of activities towards dissemination, and impact assessment to be carried during the project duration, as part of Task 6.1. For each of the dissemination methods, the timeline, strategic approach, will be defined to promote coordinated dissemination activities, [M06, R, PU, ITAv]

RIGOUROUS Use-Cases

D2.2 - RIGOUROUS Use-Cases –This deliverable will report the specifications of the RIGOUROUS Use-cases and the Validation Scenarios as well as the Use-Cases functional requirements. [M12, R, PU, ICT-FI]

Design plan of the AI-driven anomaly detection, decision and mitigation

D4.1 Design plan of the AI-driven anomaly detection, decision and mitigation -This deliverable will report the initial outcomes coming from all the tasks in WP4, including the first analysis and design of the enablers and components for AI-driven anomaly detection, decision and mitigation. [M12, R, PU, OULU]

First results of the AI-driven anomaly detection, decision and mitigation

D4.2 First results of the AI-driven anomaly detection, decision and mitigation -This deliverable will report the scientific outcomes from the four tasks as well as the implementation aspects of the relevant AI-driven anomaly detection, decision and mitigation components and enablers. [M18, R, PU, eBOS]

System Requirements Analysis Report and first architecture design

D2.1 - System Requirements Analysis Report and first architecture design–This deliverable will report all activities and results associated with T2.1 and T2.3, specifically a detailed list of functional and technical requirements for RIGOUROUS and first design of the RIGOUROUS architecture, interfaces and processes flows. [M9, R, PU, ORO]

Websites, patent fillings, videos etc. (1)

Project website

D6.1 Project website -This deliverable will result in the project website, made available to the public, establishing presence in the relevant social networks, and a set of guidelines for partners to engage with the website and social channels. [M03, DEC, PU, UMU]

Publicaciones

Conference proceedings (19)

Handling imbalanced 5G and beyond network tabular data using conditional generative models

Autores: Jimena Andrade-Hoz, Jose M. Alcaraz-Calero, Qi Wang
Publicado en: The 20th International Wireless Communications & Mobile Computing Conference, 2024, ISSN 2376-6506
Editor: IEEE
DOI: 10.1109/IWCMC61514.2024.10592409

Privacy-preserving Attribute Based Credentials for 6G Networks

Autores: """ Kunz, Andreas Asensio-Garriga, Rodrigo Garcia, Jesus Bernabe, Jorge Bernal Skarmeta Gomez, Antonio Fernando Baskaran, Sheeba Backia Mary Paul, Souvik"""
Publicado en: Future Networks World Forum 2024 (FNWF 2024), 2024
Editor: IEEE
DOI: 10.5281/zenodo.13981324

3D-PM: A ML-powered Probabilistic Detection of DDoS Attacks in P4 Switches

Autores: Ferhat Mecerhed, Khaled Zeraoulia, Chafika Benzaid, Amel Benabdallah
Publicado en: Proc. of the 2023 IEEE International Mediterranean Conference on Communications and Networking (MeditCom), 2023, ISBN 979-8-3503-3373-2
Editor: IEEE
DOI: 10.1109/MeditCom58224.2023.10266635

Enhancing 5G Network Slicing: Slice Isolation via Actor-Critic Reinforcement Learning with Optimal Graph Features

Autores: A. Javadpour, F. Ja'fari, T. Taleb and C. Benzaïd
Publicado en: Proc. of IEEE Globecom’23, 2023, ISSN 2576-6813
Editor: IEEE
DOI: 10.1109/GLOBECOM54140.2023.10437687

Moving Target Defense based Secured Network Slicing System in the O-RAN Architecture

Autores: M. K. Motalleb, C. Benzaid, T. Taleb and V. Shah-Mansouri
Publicado en: Proc. of IEEE Globecom’23, 2023, ISSN 2576-6813
Editor: IEEE
DOI: 10.1109/GLOBECOM54140.2023.10437795

Cybersecurity Fusion: Leveraging Mafia Game Tactics and Reinforcement Learning for Botnet Detection

Autores: A. Javadpour, F. Ja'fari, T. Taleb, H. Ahmadi and C. Benzaïd,
Publicado en: Proc. of IEEE Globecom’23, 2024, ISSN 2576-6813
Editor: IEEE

Federated Network Intelligence Orchestration for scalable and automated FL-based anomaly detection in B5G Networks

Autores: Pablo Fernández Saura, José Manuel Bernabé Murcia, Alejandro Molina Zarca, Jorge Bernal Bernabé, Antonio Skarmeta
Publicado en: FNWF'23 - IEEE Future Networks World Forum 2023, 2023, ISSN 2770-7679
Editor: IEEE

A novel approach for continual and federated network anomaly detection

Autores: Pedro R. Tomas, Pedro Felix, Andre S. Gomes, Luis Cordeiro
Publicado en: FTC 2024 - Future Technologies Conference 2024 - Technology Conference - SAI Conferences, 2024, ISSN 2583-9888
Editor: Springer
DOI: 10.51219/JAIMLD/joseph-aaron-tsapa/82

"""A Multi-Layered Zero Trust Microsegmentation Solution for Cloud-Native 5G & Beyond Networks"""

Autores: Chafika Benzaid, Nawal Guerd, Nour El Houda Rehouma, Khaled Zaraoulia, and Tarik Taleb
Publicado en: IEEE Wireless Communications and Networking Conference (WCNC), 2025
Editor: IEEE
DOI: 10.5281/zenodo.14699793

A Federated Continual Learning Framework for Sustainable Network Anomaly Detection in O-RAN

Autores: C Benzaïd, FM Hossain, T Taleb, PM Gómez, M Dieudonne
Publicado en: 2024 IEEE Wireless Communications and Networking Conference (WCNC), 2024, ISSN 1558-2612
Editor: IEEE
DOI: 10.1109/WCNC57260.2024.10570951

Lecture Notes in Computer Science

Autores: A Javadpour, F Ja'fari, T Taleb
Publicado en: Distributed Applications and Interoperable Systems, 2024, ISSN 0302-9743
Editor: Springer
DOI: 10.1007/978-3-031-62638-8_3

Process Slicing: A New Mitigation Tool for Cyber-attacks against Softwarised Industrial Environments

Autores: Angel M. Gama GarciaJose M. Alcaraz CaleroHiginio Mora MoraQi Wang
Publicado en:  2023 IEEE 9th International Conference on Network Softwarization (NetSoft), 2023, ISSN 2693-9789
Editor: IEEE
DOI: 10.1109/NetSoft57336.2023.10175447

Deploying Testbed Docker-based application for Encryption as a Service in Kubernetes

Autores: Amir Javadpour, Forough Ja’Fari, Tarik Taleb, Chafika Benzaïd, Luis Rosa, Pedro Tomás, Luis Cordeiro
Publicado en: 2024 International Conference on Software, Telecommunications and Computer Networks (SoftCOM), 2024
Editor: IEEE
DOI: 10.23919/SoftCOM62040.2024.10721658

A novel buffered federated learning framework for privacy-driven anomaly detection in IIoT

Autores: Samira Kamali Poorazad, Chafika Benzaid, Tarik Taleb
Publicado en: IEEE Global Communications Conference (GLOBECOM 2024), 2024
Editor: IEEE
DOI: 10.48550/arXiv.2408.08722

Federated Network Intelligence Orchestration for scalable and automated FL-based anomaly detection in B5G Networks

Autores: Jayasinghe, Suwani
Publicado en: IEEE Future Networks World Forum 2023 (FNWF'23), 2023, ISSN 2770-7679
Editor: IEEE
DOI: 10.1109/FNWF58287.2023.10520615

A Deep Transfer Learning-powered EDoS Detection Mechanism for 5G and Beyond Network Slicing

Autores: C. Benzaïd, T. Taleb, A. Sami and O. Hireche,
Publicado en: Proc. of IEEE Globecom’23, 2023, ISSN 2576-6813
Editor: IEEE communications society
DOI: 10.1109/GLOBECOM54140.2023.10436891

A Network Security Insight based on AI/ML for 5G Advanced & Beyond

Autores: Kunz, A., Baskaran, S. B. M., Samdanis, K., & Paul, S.
Publicado en: IEEE Future Networks World Forum 2023 (FNWF'23), 2023, ISSN 2770-7679
Editor: IEEE
DOI: 10.1109/FNWF58287.2023.10520559

A Mathematical Model for Analyzing Honeynets and Their Cyber Deception Techniques

Autores: A. Javadpour, F. Ja’Fari, T. Taleb and C. Benzaïd
Publicado en: Proc. of the 27th Int’l Conf. On Engineering of Complex Computer Systems, 2023, ISSN 2770-8535
Editor: IEEE
DOI: 10.1109/ICECCS59891.2023.00019

Blockchain and Deep Learning-Based IDS for Securing SDN-Enabled Industrial IoT Environments

Autores: S. K. Poorazad, C. Benzaïd and T. Taleb
Publicado en: Proc. of IEEE Globecom’23, 2023, ISSN 2576-6813
Editor: IEEE
DOI: 10.1109/GLOBECOM54140.2023.10436839

Peer reviewed articles (11)

FortisEDoS: A Deep Transfer Learning-empowered Economical Denial of Sustainability Detection Framework for Cloud-Native Network Slicing

Autores: Chafika Benza¨ıd∗, Tarik Taleb∗, Ashkan Sami†,‡and Othmane Hireche
Publicado en: IEEE Transactions on Dependable and Secure Computing (TDSC), 2023, ISSN 1545-5971
Editor: IEEE Computer Society
DOI: 10.1109/TDSC.2023.3318606

A Comprehensive Survey on Cyber Deception Techniques to Improve Honeypot Performance

Autores: A Javadpour, F Ja'fari, T Taleb, M Shojafar, C Benzaïd
Publicado en: Computers & Security, 2024, ISSN 1872-6208
Editor: Elsevier
DOI: 10.1016/j.cose.2024.103792

Distributed dual-layer autonomous closed loops for self-protection of 5G/6G IoT networks from distributed denial of service attacks

Autores: Benlloch-Caballero, P., Wang, Q., & Alcaraz-Calero, J. M.
Publicado en: Elsevier Computer Networks, 2023, ISSN 1872-7069
Editor: Elsevier BV
DOI: 10.1016/j.comnet.2022.109526

Reinforcement Learning-Based Slice Isolation Against DDoS Attacks in Beyond 5G Networks

Autores: Amir Javadpour, Forough Ja’fari, Tarik Taleb, Chafika Benzaïd
Publicado en: IEEE Transactions on Network and Service Management, Edición 20, 2023, ISSN 1932-4537
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TNSM.2023.3254581

Encryption as a Service (EaaS): Introducing the Full-Cloud-Fog Architecture for Enhanced Performance and Security

Autores: Amir Javadpour, Forough Ja’fari, Tarik Taleb, Chafika Benzaïd, Yang Bin, Yue Zhao
Publicado en: IEEE Internet of Things Journal, Edición 11, 2024, ISSN 2327-4662
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/JIOT.2024.3450192

AI/ML for Beyond 5G Systems: Concepts, Technology Enablers & Solutions

Autores: Tarik Taleb, Chafika Benzaïd, Rami Akrem Addad, Konstantinos Samdanis
Publicado en: Elsevier Computer Networks, 2023, ISSN 1872-7069
Editor: ScienceDirect
DOI: 10.1016/j.comnet.2023.110044

Enhancing Honeynet-based Protection with Network Slicing for Massive Pre-6G IoT Smart Cities Deployments

Autores: AM Escolar, Q Wang, JMA Calero
Publicado en: Journal of Network and Computer Applications, 2024, ISSN 1084-8045
Editor: Elsevier
DOI: 10.1016/j.jnca.2024.103918

Encryption as a Service for IoT: Opportunities, Challenges and Solutions

Autores: A. Javadpour, F. Ja’fari, T. Taleb, Y. Zhao, B. Yang and C. Benzaïd,
Publicado en: IEEE Internet of Things Journal, 2023, ISSN 2327-4662
Editor: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/JIOT.2023.3341875

Infrastructure-Wide and Intent-Based Networking Dataset for 5G-and-beyond AI-Driven Autonomous Networks

Autores: Jimena Andrade-Hoz, Jose M. Alcaraz-Calero, Qi Wang
Publicado en: Computing and Applications for Wireless and Mobile Networks), 2024, ISSN 1424-8220
Editor: Sensors
DOI: 10.3390/s24030783

Collaborative Federated Learning for 6G with a Deep Reinforcement Learning based Controlling Mechanism: A DDoS Attack Detection Scenario

Autores: S Kianpisheh, T Taleb
Publicado en: IEEE Transactions on Network and Service Management, 2024, ISSN 1932-4537
Editor: IEEE
DOI: 10.1109/TNSM.2024.3387987

Privacy-Based Deployments: The Role of DevPrivOps in 6G Mobile Networks

Autores: C Silva, VA Cunha, JP Barraca, P Salvador
Publicado en: IEEE Communications Magazine, 2024, ISSN 0163-6804
Editor: IEEE
DOI: 10.1109/MCOM.004.2300405