A Dynamic and Self-Organized Artificial Swarm Intelligence Solution for Security and Privacy Threats in Healthcare ICT Infrastructures

Informations projet

AI4HEALTHSEC

N° de convention de subvention: 883273

DOI

10.3030/883273

Projet clôturé

Date de signature de la CE 21 Avril 2020

Date de début 1 Octobre 2020

Date de fin 31 Decembre 2023

Financé au titre de

• Secure societies - Protecting freedom and security of Europe and its citizens

Coût total

€ 4 998 948,75

Contribution de l’UE

€ 4 998 948,75

Coordonné par

CONSIGLIO NAZIONALE DELLE RICERCHE
Italy

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

Documents, reports (8)

Public Final management report

This report will be a publishable (public) activity report, covering main aspects of the work, objectives, results and conclusions, including the publishable results of the final plan for using the knowledge and the plan for sustaining the project’s results.

Dissemination and Communication Plan

This deliverable will be the detailed dissemination and communication plan that will be established in the project as part of T81 This plan will elaborate on the activities listed in Section 2 on the basis of concrete dates activities target audiences and expected outcomes

User and Stakeholders Reference Scenarios and AI4HEALTHSEC evaluation metrics and criteria principles

This deliverable will include the reference scenarios of the project as well as all the criteria and metrics needed to better assess the impact of the AI4HEALTHSEC system on the pilot use cases as the outcome of Task T23

Report on Dissemination and Communication Activities version 1

This first version of the deliverable will report on the dissemination and communication activities of the project. It will be delivered in two iterations.

Report on Dissemination and Communication Activities version 2

This second version of the deliverable will report on the dissemination and communication activities of the project. It will be delivered in two iterations.

Best Practices and Policy Development Guidelines for Replicability and Wider Use

This deliverable will provide the assessment of legal and ethical considerations within the project (T7.5) and it also will reflect the project’s best practices to be produced by task T7.6.

AI4HEALTHSEC Requirements and Research Directives

This deliverable will report the updated definition of requirements for the AI4HEALTHSEC system and each individual technology component that will be incorporated on this Framework as the outcome of Task 21

Legal and Ethical Requirements

This deliverable will assess the existing and upcoming European legal framework applicable to AI4HEALTHSEC and provide a set of identified requirements that must be taken into account in the development of the project The deliverable will reflect the outcomes of task T22

Publications

Conference proceedings (14)

Pump Up the JARM: Studying the Evolution of Botnets Using Active TLS Fingerprinting

Auteurs: Eva Papadogiannaki; Sotiris Ioannidis
Publié dans: IEEE Symposium on Computers and Communications (ISCC), 2023, Page(s) 764-770
Éditeur: IEEE Computer Society
DOI: 10.1109/iscc58397.2023.10218210

A Conceptual Model for Data-Driven Threat Analysis for Enhancing Cyber Security

Auteurs: Mohammed K. S. Alwaheidi, Shareeful Islam, Spyridon Papastergiou
Publié dans: ICR 2022: Proceedings of the ICR’22 International Conference on Innovations in Computing Research, 2022, Page(s) 365-374, ISBN 978-3-031-14054-9
Éditeur: Springer, Cham.
DOI: 10.1007/978-3-031-14054-9_34

Information Sharing for Creating Awareness for Securing Healthcare Ecosystem

Auteurs: Shareeful Islam, Christos Grigoriadis, Spyridon Papastergiou
Publié dans: 2023 19th International Conference on the Design of Reliable Communication Networks (DRCN), 2023, Page(s) 1-5
Éditeur: IEEE
DOI: 10.1109/drcn57075.2023.10108266

The landscape of cybersecurity vulnerabilities and challenges in healthcare: Security standards and paradigm shift recommendations

Auteurs: Kitty Kioskli; Theo Fotis; Haralambos Mouratidis
Publié dans: ARES 2021: The 16th International Conference on Availability, Reliability and Security, Numéro 1, 2021, Page(s) 1-9
Éditeur: Association for Computing Machinery
DOI: 10.1145/3465481.3470033

Incident Handling for Healthcare Organizations and Supply-Chains

Auteurs: Eftychia Lakka, George Hatzivasilis, Stylianos Karagiannis, Andreas Alexopoulos, Manos Athanatos, Sotiris Ioannidis, Manolis Chatzimpyrros, Grigoris Kalogiannis, George Spanoudakis
Publié dans: 2022 IEEE Symposium on Computers and Communications (ISCC), 2022, ISBN 978-1-6654-9792-3
Éditeur: IEEE
DOI: 10.1109/iscc55528.2022.9912965

Swarm Intelligence Based Multi-Agent Communication Model for Securing Healthcare Ecosystem

Auteurs: Patrizia Ribino, Shareeful Islam, Mario Ciampi, Spyros Papastergiou
Publié dans: Proceedings of the International Conference on Ubiquitous Computing {\&} Ambient Intelligence (UCAmI 2022), 2023, Page(s) 5061, ISBN 978-3-031-21333-5
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-031-21333-5_5

The 2023 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining

Auteurs: Alexander Shevtsov, Despoina Antonakaki, Ioannis Lamprou, Ioannis Kontogiorgakis, Polyvios Pratikakis, Sotiris Ioannidis
Publié dans: The 2023 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2023
Éditeur: ACM

Swarm Intelligence Model for Securing Healthcare Ecosystem

Auteurs: Patrizia Ribino, Mario Ciampi, Shareeful Islam, Spyridon Papastergiou
Publié dans: The 13th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN) / The 12th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2022) / Affiliated Workshops, Numéro Volume 210, 2022, Page(s) 149-156, ISSN 1877-0509
Éditeur: Elsevier BV
DOI: 10.1016/j.procs.2022.10.131

A Dynamic Cyber Security Situational Awareness Framework for Healthcare ICT Infrastructures

Auteurs: Shareeful Islam, Spyridon Papastergiou, Haralambos Mouratidis
Publié dans: PCI 2021: 25th Pan-Hellenic Conference on Informatics, 2021, Page(s) 334-339
Éditeur: Association for Computing Machinery
DOI: 10.1145/3503823.3503885

Estimating Attackers’ Profiles Results in More Realistic Vulnerability Severity Scores

Auteurs: Kitty Kioskli, Nineta Polemi
Publié dans: Human Factors in Cybersecurity, 2022, Page(s) 138-150
Éditeur: AHFE International
DOI: 10.54941/ahfe1002211

Bringing humans at the core of cybersecurity: Challenges and future research directions

Auteurs: Kitty Kioskli, Haralambos Mouratidis, Nineta Polemi
Publié dans: 14th International Conference on Applied Human factors and Ergonomics (AHFE2023), 2023, Page(s) 83-92
Éditeur: AHFE International
DOI: 10.54941/ahfe1003722

A Swarm Artificial Intelligence Approach for Effective Treatment of Chronic Conditions

Auteurs: Kitty Kioskli; Spyridon Papastergiou
Publié dans: 2023 19th International Conference on the Design of Reliable Communication Networks (DRCN), 2023, Page(s) 1-5
Éditeur: IEEE
DOI: 10.1109/drcn57075.2023.10108128

Enhancing practical cybersecurity skills: The ECSF and the CyberSecPro European efforts

Auteurs: Nineta Polemi, Kitty Kioskli
Publié dans: 14th International Conference on Applied Human factors and Ergonomics (AHFE2023), 2023, Page(s) 93-100
Éditeur: AHFE International
DOI: 10.54941/ahfe1003723

Cyber Threat Analysis Using Natural Language Processing for a Secure Healthcare System

Auteurs: Shareeful Islam, Spyridon Papastergiou, Stefano Silvestri
Publié dans: 2022 IEEE Symposium on Computers and Communications (ISCC), 2022, Page(s) 1-7, ISBN 978-1-6654-9792-3
Éditeur: IEEE
DOI: 10.1109/iscc55528.2022.9912768

Peer reviewed articles (13)

The Importance of Conceptualising the Human-Centric Approach in Maintaining and Promoting Cybersecurity-Hygiene in Healthcare 4.0

Auteurs: Kitty Kioskli, Theofanis Fotis, Sokratis Nifakos, Haralambos Mouratidis
Publié dans: Applied Sciences, Numéro Volume 13; Numéro 6; Number 3410, 2023, ISSN 2076-3417
Éditeur: MDPI
DOI: 10.3390/app13063410

Process Authentication through Blockchain: Three Case Studies

Auteurs: Mario Ciampi; Diego Romano; Giovanni Schmid
Publié dans: Cryptography, Numéro Volume 6; Numéro 4; Number: 58, 2022, ISSN 2410-387X
Éditeur: MDPI
DOI: 10.3390/cryptography6040058

Cyberattack Path Generation and Prioritisation for Securing Healthcare Systems

Auteurs: Shareeful Islam, Spyridon Papastergiou, Eleni-Maria Kalogeraki, Kitty Kioskli
Publié dans: Applied Sciences, Numéro 12(9), 2022, ISSN 2076-3417
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/app12094443

An integrated cyber security risk management framework and risk predication for the critical infrastructure protection

Auteurs: Halima Ibrahim Kure, Shareeful Islam, Haralambos Mouratidis
Publié dans: Neural Computing and Applications, 2022, ISSN 0941-0643
Éditeur: Springer Verlag
DOI: 10.1007/s00521-022-06959-2

Iterative Annotation of Biomedical NER Corpora with Deep Neural Networks and Knowledge Bases

Auteurs: Stefano Silvestri, Francesco Gargiulo, Mario Ciampi
Publié dans: Applied Sciences, Numéro 12(12), 2022, ISSN 2076-3417
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/app12125775

A Swarm-Based Clinical Validation Framework of Artificial Intelligence Solutions for Non-Communicable Diseases

Auteurs: Kitty Kioskli, Spyridon Papastergiou, Theofanis Fotis
Publié dans: Journal of Engineering Research and Sciences, Numéro Volume 2; Number 9, 2023, Page(s) 1-11, ISSN 2831-4085
Éditeur: JENRS
DOI: 10.55708/js0209001

The supply chain of a Living Lab: Modelling security, privacy, and vulnerability issues alongside with their impact and potential mitigation strategies

Auteurs: Kitty Kioskli, Daniele Dellagiacoma, Theofanis Fotis, Haralambos Mouratidis
Publié dans: Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications, Numéro 20935374, 2022, Page(s) 147-182, ISSN 2093-5374
Éditeur: Innovative Information Science & Technology Research Group (ISYOU)
DOI: 10.22667/jowua.2022.06.30.147

Co-creation in a digital health living lab: A case study

Auteurs: Theofanis Fotis, Kitty Kioskli, Anand Sundaralingam, Amer Fasihi, Haralambos Mouratidis
Publié dans: Frontiers in Public Health, Numéro Volume 10, 2023, ISSN 2296-2565
Éditeur: Frontiers Media S.A.
DOI: 10.3389/fpubh.2022.892930

Vulnerability prediction for secure healthcare supply chain service delivery

Auteurs: Shareeful Islam, Abdulrazaq Abba, Umar Ismail, Haralambos Mouratidis, Spyridon Papastergiou
Publié dans: Integrated Computer-Aided Engineering,, Numéro 10692509, 2022, Page(s) 389-409, ISSN 1069-2509
Éditeur: IOS Press
DOI: 10.3233/ica-220689

Cyber threat assessment and management for securing healthcare ecosystems using natural language processing

Auteurs: Stefano Silvestri, Shareeful Islam, Dmitry Amelin, Gabriele Weiler, Spyridon Papastergiou, Mario Ciampi
Publié dans: International Journal of Information Security, 2023, ISSN 1615-5262
Éditeur: Springer Verlag
DOI: 10.1007/s10207-023-00769-w

Chidroid: A Mobile Android Application for Log Collection and Security Analysis in Healthcare and IoMT

Auteurs: Stylianos Karagiannis, Luís Landeiro Ribeiro, Christoforos Ntantogian, Emmanouil Magkos, Luís Miguel Campos
Publié dans: Applied Sciences, Numéro Volume 13; Numéro 5; Number 3061, 2023, ISSN 2076-3417
Éditeur: MDPI
DOI: 10.3390/app13053061

A Machine Learning Approach for the NLP-Based Analysis of Cyber Threats and Vulnerabilities of the Healthcare Ecosystem

Auteurs: Stefano Silvestri; Shareeful Islam; Spyridon Papastergiou; Christos Tzagkarakis; Mario Ciampi
Publié dans: Sensors, Numéro Volume 23; Numéro 2; Number 651, 2023, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s23020651

A Privacy-Preserving and Standard-Based Architecture for Secondary Use of Clinical Data

Auteurs: Mario Ciampi, Mario Sicuranza, Stefano Silvestri
Publié dans: Information, Numéro 13(2), 2022, ISSN 2078-2489
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/info13020087