Autonomous Trust, Security and Privacy Management Framework for IoT

Livrables

Training and security and privacy awareness activities report - final version

Report with an overview of the activities in task T5.6 for the organisation of the training activities.

Report based on D2.3 but for public dissemination

ARCADIAN-IoT use cases validation and legal compliance - 1st version

These reports will document the validation in the use cases, considering performance, functional and legal aspects. The evaluation will consider a preliminary version on M24 and the final with legal compliance on M36.

Outreach activities report - first version

Report with an overview of the overall activities carried gathering input from T6.1-T6.4. By closely monitoring KPIs and achieving performance across all activities it will be possible to inject back into planned work and adapt the strategy and plans.

Outreach activities report - Final version

Report with an overview of the overall activities carried gathering input from T6.1-T6.4. By closely monitoring KPIs and achieving performance across all activities it will be possible to inject back into planned work and adapt the strategy and plans.

Standardisation activities report - Final version

This deliverable is an activities’ report that consolidates the standardization efforts done in T6.3. It will be delivered in 2 moments, being the first demonstration of ongoing work while the last updates the final standardization efforts results.

Use case specification

Report based on D2.1 but for public dissemination.

Outreach activities report - 2nd version

Report with an overview of the overall activities carried gathering input from T6.1-T6.4. By closely monitoring KPIs and achieving performance across all activities it will be possible to inject back into planned work and adapt the strategy and plans.

Standardisation activities report - 1st version

This deliverable is an activities’ report that consolidates the standardization efforts done in T6.3. It will be delivered in 2 moments, being the first demonstration of ongoing work while the last updates the final standardization efforts results.

Dissemination and communication strategy and plan

Report with the communication strategy and planned activities to guarantee broad visibility, promotion of ARCADIAN-IoT.

ARCADIAN-IoT use cases implementation

This report will document the implementation activities of the use cases.

ARCADIAN-IoT use cases validation and legal compliance - final version

These reports will document the validation in the use cases, considering performance, functional and legal aspects. The evaluation will consider a preliminary version on M24 and the final with legal compliance on M36.

Training and security and privacy awareness activities report - 1st version

Report with an overview of the activities in task T5.6 for the organisation of the training activities.

ARCADIAN-IoT Data Management Plan

Document describing the management processes related with the project and defining principles for data management policy and scientific publications in the research context; it will also include all the procedures to collect, manage and store data with the priority to be GDPR compliance.

ARCADIAN-IoT architecture

Report explaining the ARCADIAN-IoT framework, the APIs and KPIs for evaluation purpose in WP5.

Integrated ARCADIAN-IoT framework - 1st version

This prototype will deliver the integration of technical outcomes produced within the project and of relevant tools scouted from others

Vertical planes - final version

This deliverable and report will release the final version of the vertical planes components

Horizontal planes - final version

Deliverable and report with the Horizontal plane components – final version

Horizontal planes - first version

Deliverable and report with the Horizontal plane components – first version

Vertical planes - first version

This deliverable and report will release the first version of the vertical planes components

Horizontal planes - second version

Deliverable and report with the Horizontal plane components – second version

Integrated ARCADIAN-IoT framework - final version

This prototype will deliver the integration of technical outcomes produced within the project and of relevant tools scouted from others

Vertical planes - second version

This deliverable and report will release the second version of the vertical planes components

Publications

More than malware: unmasking the hidden risk of cybersecurity regulations.

Auteurs: Mazaher Kianpour and Shahid Raza
Publié dans: International Cybersecurity Law Review, Numéro 5, 2024, Page(s) 139-212, ISSN 2662-9739
Éditeur: Springer
DOI: 10.1365/s43439-024-00111-7

SparSFA: Towards Robust and Communication-Efficient Peer-to-Peer Federated Learning

Auteurs: Han Wang, Luis Muñoz-González, Muhammad Zaid Hameed, David Eklund, Shahid Raza
Publié dans: Computers and security, Numéro Volume 129, 2023, ISSN 0167-4048
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.cose.2023.103182

Explainable AI for Intrusion Detection Systems: LIME and SHAP Applicability on Multi-Layer Perceptron

Auteurs: Diogo Gaspar, Paulo Silva, Catarina Silva
Publié dans: IEEE Access, 2024, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2024.3368377

XDP-Based SmartNIC Hardware Performance Acceleration for Next-Generation Networks

Auteurs: Pablo Salva-Garcia, Ruben Ricart-Sanchez, Enrique Chirivella-Perez, Qi Wang & Jose M. Alcaraz-Calero
Publié dans: Journal of Network and Systems Management, Numéro 30, 2022, ISSN 1573-7705
Éditeur: Springer
DOI: 10.1007/s10922-022-09687-z

AutoPKI: Public Key Infrastructure for IoT with Automated Trust Transfer

Auteurs: Joel Höglund, Simon Bouget, Martin Furuhed, John P. Mattsson, Göran Selander, Shahid Raza
Publié dans: International Journal of Information Security, Numéro 23, 2024, Page(s) 1859–1875, ISSN 1615-5262
Éditeur: Springer Verlag
DOI: 10.1007/s10207-024-00825-z

Enabling Generative AI to Produce SQL Statements: A Framework for the Auto- Generation of Knowledge Based on EBNF Context-Free Grammars

Auteurs: C. Troy, S. Sturley, J. M. Alcaraz-Calero and Q. Wang
Publié dans: 2169-3536, Numéro 11, 2023, Page(s) 123543 - 123564, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3329071

Efficient CNN-based low-resolution facial detection from UAV

Auteurs: Julio Diez-Tomillo, Ignacio Martinez-Alpiste, Gelayol Golcarenarenji, Qi Wang, Jose M. Alcaraz-Calero
Publié dans: Springer Neural Computing and Applications (NCAA), Numéro 36, 2024, Page(s) 5847-5860, ISSN 0941-0643
Éditeur: Springer Verlag
DOI: 10.1007/s00521-023-09401-3

FL4IoT: IoT Device Fingerprinting and Identification using Federated Learning

Auteurs: Han Wang, David Eklund, Alina Oprea, Shahid Raza
Publié dans: ACM Transactions on Internet of Things, 2023, ISSN 0004-5411
Éditeur: Association for Computing Machinary, Inc.
DOI: 10.1145/3603257

Dynamic-Distance-Based Thresholding for UAV-Based Face Verification Algorithms

Auteurs: Julio Diez-Tomillo , Jose Maria Alcaraz-Calero and Qi Wang
Publié dans: Special Numéro Advances in Intelligent Sensors and IoT Solutions, Numéro 23/24, 2023, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s23249909

Non-invasive, plug-and-play pollution detector for vehicle on-board instantaneous CO2 emission monitoring

Auteurs: David Tena-Gago, Qi Wang, Jose M. Alcaraz-Calero
Publié dans: Internet of Things, Numéro Volume 22, 2023, ISSN 2542-6605
Éditeur: Elsevier B.V.
DOI: 10.1016/j.iot.2023.100755

Use of Biometric Data in research activity. The solution adopted by the Arcadian Project

Auteurs: Giovanni Maria Riccio, Fabiola Iraci Gambazza, Paolo Gentili; Adriana Peduto, Ginevra Munafò
Publié dans: DIRITTO MERCATO TECNOLOGIA, 2024, ISSN 2239-7442
Éditeur: Diritto Mercato Tecnologia

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

Auteurs: Pablo Benlloch-Caballero, Qi Wang, Jose M. Alcaraz-Calero
Publié dans: The International Journal of Computer and Telecommunications Networking, Numéro Volume 222, 2023, ISSN 1389-1286
Éditeur: Elsevier BV
DOI: 10.1016/j.comnet.2022.109526

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

Auteurs: J. Andrade-Hoz, Q. Wang, and J. M. Alcaraz-Calero
Publié dans: Special Numéro Computing and Applications for Wireless and Mobile Networks, 2024, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s24030783

Lightweight Certificate Revocation for Low-power IoT with End-to-end Security

Auteurs: Joel Höglund, Martin Furuhed, Shahid Raza
Publié dans: Journal of Information Security and Applications, Numéro Volume 73, 2023, ISSN 2214-2126
Éditeur: Elsevier Science Inc.
DOI: 10.1016/j.jisa.2023.103424

Face Verification Algorithms for UAV Applications: An Empirical Comparative Analysis

Auteurs: Julio Diez-Tomillo, Jose M. Alcaraz-Calero, and Qi Wang
Publié dans: Journal of Communications Software and Systems (JCOMSS), Numéro 20, 2024, ISSN 1845-6421
Éditeur: University of Split
DOI: 10.24138/jcomss-2023-0165

NetLabeller: Architecture with data extraction and labelling framework for beyond 5G networks

Auteurs: J. Andrade-Hoz, J. M. Alcaraz-Calero and Q. Wang
Publié dans: Journal of Communications and Networks, Numéro 26/1, 2024, Page(s) 80 - 98, ISSN 1229-2370
Éditeur: Korean Institute of Communication Sciences
DOI: 10.23919/jcn.2023.000063

Illumination-aware image fusion for around-the-clock human detection in adverse environments from Unmanned Aerial Vehicle

Auteurs: Gelayol Golcarenarenji,Ignacio Martinez-Alpiste,Qi Wang,Jose Maria Alcaraz-Calero
Publié dans: Expert Systems with Applications, Numéro Volume 204, 2022, ISSN 0957-4174
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.eswa.2022.117413

Empirical Comparison of Face Verification Algorithms from UAVs

Auteurs: Julio Diez-Tomillo; Jose M. Alcaraz-Calero; Qi Wang
Publié dans: 2023 International Conference on Software, Telecommunications and Computer Networks (SoftCOM), 2023, ISBN 979-8-3503-0107-6
Éditeur: IEEE
DOI: 10.23919/softcom58365.2023.10271666

Towards Cyber Threat Intelligence for the IoT

Auteurs: A. Iacovazzi, H. Wang, I. Butun and S. Raza
Publié dans: 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), 2023, Page(s) 483-490
Éditeur: IEEE
DOI: 10.1109/dcoss-iot58021.2023.00081

BLEND: Efficient and blended IoT data storage and communication with application layer security

Auteurs: Joel Höglund, Shahid Raza
Publié dans: 2022
Éditeur: IEEE
DOI: 10.1109/csr54599.2022.9850290

Enabling Autonomous Trust, Security and Privacy Management for IoT

Auteurs: Sérgio Figueiredo, Paulo Silva, Alfonso Iacovazzi, Vitalina Holubenko, João Casal, Jose M Alcaraz Calero, Qi Wang, Pedro Colarejo, Shahid Raza, Ross Little Armitt, and Giacomo Inches
Publié dans: Lecture Notes in Computer Science, vol 13533, 2023, ISBN 978-3-031-20936-9
Éditeur: Springer, Cham
DOI: 10.1007/978-3-031-20936-9_28

CHARRA-PM: An Attestation Approach Relying on the Passport Model

Auteurs: António Marques, Bruno Sousa
Publié dans: 9th International Conference on Information Systems Security and Privacy, 2023, ISBN 978-989-758-624-8
Éditeur: SciTePress
DOI: 10.5220/0011623600003405

Handling Imbalanced 5G and Beyond Network Tabular Data Using Conditional Generative Models

Auteurs: J. Andrade-Hoz, J. Alcaraz-Calero and Qi Wang
Publié dans: The 20th International Wireless Communications & Mobile Computing Conference (IWCMC), 2024
Éditeur: IEEE

On the Resilience of Machine Learning-Based IDS for Automotive Networks

Auteurs: Ivo Zenden, Han Wang, Alfonso Iacovazzi, Arash Vahidi, Rolf Blom, Shahid Raza
Publié dans: IEEE Vehicular Networking Conference (VNC), 2023
Éditeur: IEEE

Ensemble of Random and Isolation Forests for Graph-Based Intrusion Detection in Containers

Auteurs: Alfonso Iacovazzi, Shahid Raza
Publié dans: International Conference on Cyber Security and Resilience (CSR), 2022
Éditeur: IEEE
DOI: 10.1109/csr54599.2022.9850307

Enhancing Point Cloud Resolution for Autonomous Driving with Deep Learning AI Models

Auteurs: Javier Saez Perez, Qi Wang, Jose M. Alcaraz Calero, Jose Garcia Rodriguez
Publié dans: 2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops),, 2024
Éditeur: IEEE
DOI: 10.1109/percomworkshops59983.2024.10503354

Key Update for the IoT Security Standard OSCORE

Auteurs: R. Höglund, M. Tiloca, S. Bouget and S. Raza
Publié dans: 2023 IEEE International Conference on Cyber Security and Resilience (CSR), 2023, Page(s) 78--85
Éditeur: IEEE
DOI: 10.1109/csr57506.2023.10225002

An Intelligent Mechanism for Monitoring and Detecting Intrusions in IoT Devices

Auteurs: Vitalina Holubenko, Paulo Silva and Carlos Bento
Publié dans: IEEE Consumer Communications & Networking Conference, 2023, ISBN 978-1-6654-9734-3
Éditeur: IEEE
DOI: 10.1109/ccnc51644.2023.10060443

Lightweight Network-Based IoT Device Authentication in Cloud Services

Auteurs: Tomás Silva; João Casal; Ricardo Chaves
Publié dans: IEEE 31st International Conference on Network Protocols (ICNP), 2023, ISBN 979-8-3503-0322-3
Éditeur: IEEE
DOI: 10.1109/icnp59255.2023.10355621

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

Auteurs: Angel M. Gama Garcia, Jose M. Alcataz Calero, Higinio Mora Mora, Qi Wang
Publié dans: 2023 IEEE 9th International Conference on Network Softwarization (NetSoft), 2023, ISBN 979-8-3503-9980-6
Éditeur: IEEE
DOI: 10.1109/netsoft57336.2023.10175447

Towards Automated PKI Trust Transfer for IoT

Auteurs: Joel Höglund, Martin Furuhed, Shahid Raza
Publié dans: 2022
Éditeur: IEEE
DOI: 10.1109/pkia56009.2022.9952223

Livrables

Publications

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