Privacy-first Security Enablers for 6G Networks

Projektinformationen

PRIVATEER

ID Finanzhilfevereinbarung: 101096110

DOI

10.3030/101096110

Projekt abgeschlossen

EK-Unterschriftsdatum 23 November 2022

Startdatum 1 Januar 2023

Enddatum 31 Dezember 2025

Finanziert unter

• Digital, Industry and Space

Gesamtkosten

€ 5 046 687,50

EU-Beitrag

€ 4 756 585,00

Koordiniert durch

SPACE HELLAS ANONYMI ETAIREIA SYSTIMATA KAI YPIRESIES TILEPIKOINONIONPLIROFORIKIS ASFALEIAS - IDIOTIKI EPICHEIRISI PAROCHIS YPERISION ASFA
Greece

CORDIS bietet Links zu öffentlichen Ergebnissen und Veröffentlichungen von HORIZONT-Projekten.

Links zu Ergebnissen und Veröffentlichungen von RP7-Projekten sowie Links zu einigen Typen spezifischer Ergebnisse wie Datensätzen und Software werden dynamisch von OpenAIRE abgerufen.

Leistungen

Documents, reports (3)

Use cases, requirements and design report

Identification of relevant use cases and scenarios for assessing the PRIVATEER framework, as well as detailed design and specification of the latter. Output of Tasks T2.2 and T2.3.

Dissemination, Communication and Exploitation Plan

A plan for the impact maximisation activities of the project, as well as the digital communication channels (website, social accounts etc.) established. Output of Tasks T6.1, T6.2, T6.3

Report on Ethics, Legal and Regulatory aspects management

A report containing all the findings (and appropriate responses) related to the ethics, legal and regulatory implications of the project implementation and (mainly) its results. Output of Task T1.3.

Other (2)

Decentralised robust security analytics enablers – Rel. A

Interim release of the PRIVATEER components for decentralised robust security analytics and XAI decision support, unit-tested and verified, as well as the infrastructure for AI acceleration (Software/Hardware and accompanying report). Output of Tasks T3.1, T3.2, T3.3, T3.4, T3.5.

Distributed attestation, identity and threat sharing enablers – Rel. A.

Interim release of the PRIVATEER software components for distributed attestation, DLT-based verifiable credentials as well as privacy-preserving CTI sharing (Software and accompanying report). Output of Tasks T5.1, T5.2, T5.3, T5.4, T5.5.

Veröffentlichungen

Peer reviewed articles (7)

5G/6G Architecture Evolution for XR and Metaverse: Feasibility Study, Security, and Privacy Challenges for Smart Culture Applications

Autoren: Maria Christopoulou, Ioannis Koufos, George Xilouris, Nikos Dimitriou
Veröffentlicht in: IEEE Access, Ausgabe 13, 2025, ISSN 2169-3536
Herausgeber: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2025.3578595

WiFi-Based Location Tracking: A Still Open Door on Laptops

Autoren: Mariana Cunha; Ricardo Mendes; Yves-Alexandre de Montjoye; João P. Vilela
Veröffentlicht in: IEEE Open Journal of the Computer Society, 2025, ISSN 2644-1268
Herausgeber: IEEE
DOI: 10.1109/OJCS.2025.3569437

Compromising location privacy through Wi-Fi RSSI tracking

Autoren: Mariana Cunha, Ricardo Mendes, Yves-Alexandre de Montjoye, João P. Vilela
Veröffentlicht in: Scientific Reports, Ausgabe 15, 2025, ISSN 2045-2322
Herausgeber: Springer Science and Business Media LLC
DOI: 10.1038/S41598-025-22799-1

Delving Into Security and Privacy of Joint Communication and Sensing: A Survey

Autoren: Óscar G. Martins, Henrik Åkesson, Marco Gomes, Diana P. M. Osorio, Padmanava Sen, João P. Vilela
Veröffentlicht in: IEEE Open Journal of the Communications Society, Ausgabe 6, 2025, ISSN 2644-125X
Herausgeber: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/OJCOMS.2025.3574859

Advancing Predictive Security for Consumer Applications in Beyond 5G/6G Networks With Annotated Datasets

Autoren: George Xylouris, Athina Vekraki, Maria Christopoulou, Michail Alexandros Kourtis, Evangelos K. Markakis, Panagiotis Trakadas
Veröffentlicht in: IEEE Transactions on Consumer Electronics, Ausgabe 71, 2025, ISSN 0098-3063
Herausgeber: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TCE.2025.3567151

Trust Evaluation Techniques for 6G Networks: A Comprehensive Survey with Fuzzy Algorithm Approach

Autoren: Elmira Saeedi Taleghani; Ronald Iván Maldonado Valencia; Ana Lucila Sandoval Orozco; Luis Javier García Villalba
Veröffentlicht in: Electronics, 2024, ISSN 2079-9292
Herausgeber: Electronics
DOI: 10.3390/ELECTRONICS13153013

FBBTrust: Decentralized trust modeling in 6G via fuzzy inference, BiLSTM, and blockchain

Autoren: Elmira Saeedi Taleghani; Ana Lucila Sandoval Orozco; Luis Javier García Villalba
Veröffentlicht in: Computer Networks, 2026, ISSN 1872-7069
Herausgeber: Computer Networks
DOI: 10.1016/J.COMNET.2025.111868

Conference proceedings (15)

User Terminals as Attackers: An Open Dataset Analysis of DDoS Attacks in 5G Networks

Autoren: Maria Christopoulou, Apostolis Garos, Athina Vekraki, Dimitris Santorinaios, Ioannis Koufos, Sofia Karamitsiani, George Xilouris, Michail-Alexandros Kourtis, Georgios Gardikis, Panagiotis Trakadas
Veröffentlicht in: 2024 IEEE Conference on Standards for Communications and Networking (CSCN), 2025
Herausgeber: IEEE
DOI: 10.1109/CSCN63874.2024.10849694

A Privacy-Aware Remapping Mechanism for Location Data

Autoren: D. Guilherme, M. Cunha, J. Vilela
Veröffentlicht in: 2024, ISBN 9798400702433
Herausgeber: ACM
DOI: 10.1145/3605098.3636050

throttLL’eM: Predictive GPU Throttling for Energy Efficient LLM Inference Serving

Autoren: Andreas Kosmas Kakolyris, Dimosthenis Masouros, Petros Vavaroutsos, Sotirios Xydis, Dimitrios Soudris
Veröffentlicht in: 2025 IEEE International Symposium on High Performance Computer Architecture (HPCA), 2025
Herausgeber: IEEE
DOI: 10.1109/HPCA61900.2025.00103

Implementation of a traffic flow path verification system in a data network

Autoren: J. Martinez, M. Forcada, A. Pastor, D. Lopez, J. Lopez
Veröffentlicht in: 2024, ISSN 2575-4912
Herausgeber: IEEE
DOI: 10.1109/EuCNC/6GSummit60053.2024.10597042

Explainable Reputation Estimation from Web Service Reviews

Autoren: Elmira Saeedi Taleghani, Ronald Iván Maldonado Valencia, Ana Lucila Sandoval Orozco, Luis Javier García Villalba
Veröffentlicht in: First Summer School on Artificial Intelligence in Cybersecurity, 2026
Herausgeber: MDPI
DOI: 10.3390/ENGPROC2026123020

Towards Asynchronous Peer-to-Peer Federated Learning for Heterogeneous Systems

Autoren: Christos Sad, George Retsinas, Dimitrios Soudris, Kostas Siozios, Dimosthenis Masouros
Veröffentlicht in: Proceedings of the 5th Workshop on Machine Learning and Systems, 2025
Herausgeber: ACM
DOI: 10.1145/3721146.3721952

Post-Quantum and Blockchain-Based Attestation for Trusted FPGAs in B5G Networks

Autoren: Ilias Papalamprou, Nikolaos Fotos, Nikolaos Chatzivasileiadis, Anna Angelogianni, Dimosthenis Masouros, Dimitrios Soudris
Veröffentlicht in: 2025 IEEE International Symposium on Circuits and Systems (ISCAS), 2025
Herausgeber: IEEE
DOI: 10.1109/ISCAS56072.2025.11043710

Optimizing QAM Demodulation with NEON SIMD and Algorithmic Approximation Techniques

Autoren: I. Papalamprou, G. Armeniakos, I. Stratakos, G. Lentaris, D. Soudris
Veröffentlicht in: 2024
Herausgeber: ACM

Towards Privacy-First Security Enablers for 6G Networks: The PRIVATEER Approach

Autoren: D. Masouros et al.
Veröffentlicht in: 2023, ISBN 978-3-031-46077-7
Herausgeber: Springer
DOI: 10.1007/978-3-031-46077-7_25

Performance comparison of NWDAF-based security analytics techniques in 5G/B5G networks

Autoren: Garos, Apostolis; Alabasis, Nikos; Katsarou, Victoria; Gardikis, Georgios; Christopoulou, Maria; Santorinaios, Dimitris
Herausgeber: Zenodo
DOI: 10.5281/ZENODO.13709711

Privkit: A Toolkit of Privacy-Preserving Mechanisms for Heterogeneous Data Types

Autoren: M. Cunha, G. Duarte, R. Andrade, R. Mendes, J. Vilela
Veröffentlicht in: 2024, ISBN 9798400704215
Herausgeber: ACM
DOI: 10.1145/3626232.3653284

On the Difficulty of NOT being Unique: Fingerprinting Users from Wi-Fi Data in Mobile Devices

Autoren: Mariana Cunha, Ricardo Mendes, Yves-Alexandre de Montjoye, João P. Vilela
Veröffentlicht in: Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing, 2025
Herausgeber: ACM
DOI: 10.1145/3672608.3707966

Adrias: Interference-Aware Memory Orchestration for Disaggregated Cloud Infrastructures

Autoren: D. Masouros, C. Pinto, M. Gazzetti, S. Xydis and D. Soudris
Veröffentlicht in: 2023, ISSN 2378-203X
Herausgeber: IEEE
DOI: 10.1109/HPCA56546.2023.10070939

Multi-Partner Project: Secure Hardware Accelerated Data Analytics for 6G Networks: The PRIVATEER Approach

Autoren: Ilias Papalamprou, Aimilios Leftheriotis, Apostolos Garos, Georgios Gardikis, Maria Christopoulou, George Xilouris, Lampros Argyriou, Antonia Karamatskou, Nikolaos Papadakis, Emmanouil Kalotychos, Nikolaos Chatzivasileiadis, Dimosthenis Masouros, George Theodoridis, Dimitrios Soudris
Veröffentlicht in: 2025 Design, Automation & Test in Europe Conference (DATE), 2025
Herausgeber: IEEE
DOI: 10.23919/DATE64628.2025.10992981

PRIVATEER: Secure FPGA Acceleration for 6G AI Edge Analytics

Autoren: Aimilios Leftheriotis, Ilias Papalamprou, Apostolos Garos, Georgios Gardikis, Maria Christopoulou, George Xilouris, Georgios Livanos, Nikolaos Papadakis, Dimosthenis Masouros, George Theodoridis, Dimitrios Soudris
Veröffentlicht in: 2025 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2025
Herausgeber: IEEE
DOI: 10.1109/ISVLSI65124.2025.11130215

Other (13)

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

Autoren: Pérez Palma, Noelia; Skarmeta Gómez, Antonio; Bisson, Pascal
Veröffentlicht in: 6G-IA Security Working Group, 2025
Herausgeber: Zenodo
DOI: 10.5281/ZENODO.14619618

PRIVATEER Deliverable D2.3: PRIVATEER Framework Demonstrator - Rel.A

Autoren: Xilouris, George; Christopoulou, Maria; Dimitris, Santorinaios
Herausgeber: Zenodo
DOI: 10.5281/ZENODO.13255551

6G KVIs – SNS Projects Initial Survey Results 2025

Autoren: Patsouras, Ioannis; Charemis, Athanasios; Wedikkara Gedara, Imesha; Ghoraishi, Mir; Basaras, Pavlos; Mesogiti, Ioanna; Theodoropoulou, Elina; Lazaro, Jose Antonio; Petersen, Katrina
Veröffentlicht in: SNS JU website, 2025
Herausgeber: Zenodo
DOI: 10.5281/ZENODO.15220946

PRIVATEER White Paper: Security- and Privacy-related KPIs/KVIs for 6G

Autoren: "National Centre of Scientific Research ""Demokritos"" ROR, Space Hellas (Greece), Infili Technologies, IPO Porto, Telefonica Research and Development"
Herausgeber: Zenodo
DOI: 10.5281/ZENODO.11402378

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

Autoren: Tsolkas, Dimitris; Artuñedo Guillen, David; Gavras, Anastasius; Tranoris, Christos; Laki, Sándor; Skarmeta Gómez, Antonio; Barraca, João Paulo; Makropoulos, George; Vilalta, Ricard
Herausgeber: Zenodo
DOI: 10.5281/ZENODO.14234898

PRIVATEER White Paper: Security- and Privacy-related KPIs/KVIs for 6G

DOI: 10.5281/ZENODO.11402378

PRIVATEER Deliverable D2.1: 6G threat landscape and gap analysis

Autoren: Fabrizio Scaglione; Cristian Petrollini; Francesco Manti
Herausgeber: Zenodo
DOI: 10.5281/ZENODO.14547748

PRIVATEER Deliverable D3.1: Decentralised Robust Security Analytics Enablers - Rel.A.

Autoren: Argyriou, Lambros; Karamatskou, Antonia
Herausgeber: Zenodo
DOI: 10.5281/ZENODO.12530825

European Vision for the 6G Network Ecosystem

Autoren: 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
Herausgeber: Zenodo
DOI: 10.5281/ZENODO.14230482

PRIVATEER Deliverable D4.1: Privacy-aware slicing and orchestration enablers - Rel.A

Autoren: Alonso-López, Jesús; Saeedi Taleghani, Elmira
Herausgeber: Zenodo
DOI: 10.5281/ZENODO.12531563

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

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

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

Autoren: 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
Veröffentlicht in: 2025
Herausgeber: Zenodo
DOI: 10.5281/ZENODO.14623106

PRIVATEER Deliverable D1.2: Report on Ethics, Legal and Regulatory aspects management

Autoren: Katsarou, Victoria
Herausgeber: Zenodo
DOI: 10.5281/ZENODO.14506369

Book chapters (1)

Optimizing QAM Demodulation with NEON SIMD and Algorithmic Approximation Techniques

Autoren: Ilias Papalamprou, Giorgos Armeniakos, Ioannis Stratakos, George Lentaris, Dimitrios Soudris
Veröffentlicht in: Lecture Notes in Computer Science, Embedded Computer Systems: Architectures, Modeling, and Simulation, 2025
Herausgeber: Springer Nature Switzerland
DOI: 10.1007/978-3-031-78377-7_11