Trustworthy Artificial Intelligence for Cybersecurity Reinforcement and System Resilience

Informacje na temat projektu

AI4CYBER

Identyfikator umowy o grant: 101070450

DOI

10.3030/101070450

Projekt został zamknięty

Data podpisania przez KE 22 Czerwca 2022

Data rozpoczęcia 1 Września 2022

Data zakończenia 31 Sierpnia 2025

Finansowanie w ramach

• Civil Security for Society

Koszt całkowity

€ 3 998 413,00

Wkład UE

€ 3 998 413,00

Koordynowany przez

FUNDACION TECNALIA RESEARCH & INNOVATION
Spain

CORDIS oferuje możliwość skorzystania z odnośników do publicznie dostępnych publikacji i rezultatów projektów realizowanych w ramach programów ramowych HORYZONT.

Odnośniki do rezultatów i publikacji związanych z poszczególnymi projektami 7PR, a także odnośniki do niektórych konkretnych kategorii wyników, takich jak zbiory danych i oprogramowanie, są dynamicznie pobierane z systemu OpenAIRE .

Rezultaty

Data Management Plan (1)

Data Management Plan - Initial version

This document details the established procedures and criteria to guarantee ethics and privacy in all project activities and outcomes, as well as the data management strategy of the project.

Other (1)

AI-driven self-testing and automatic error correction for robustness - Initial version

The first version of the description of methodology and prototype implementation for automatic correction of robustness related weaknesses and AI boosted symbolic execution-based vulnerability identification algorithms.

Websites, patent fillings, videos etc. (1)

AI4CYBER Communication Tools

This deliverable will cover the set-up of social media channels, templates, flyers and all communication supporting materials. The initial version of the project website will include at least project objectives and contact details. AI4CYBER website will be set-up by TECNALIA and continuously enhanced by all partners to include public downloadable results and links to related news and initiatives.

Publikacje

Conference proceedings (6)

Time Series Problems in the Energy Sector

Autorzy: Christos Dalamagkas, Angelos Georgakis, Ioannis Papadopoulos, Kostas Hrissagis-Chrysagis, George Papadakis
Opublikowane w: 2024 IEEE 40th International Conference on Data Engineering Workshops (ICDEW), 2024, ISSN 2473-3490
Wydawca: IEEE
DOI: 10.1109/ICDEW61823.2024.00021

Study on Adversarial Attacks Techniques, Learning Methods and Countermeasures - Application to Anomaly Detection.

Autorzy: Anis Bouaziz, Manh-Dung Nguyen, Valeria Valdès, Ana Rosa Cavalli and Wissam Mallouli
Opublikowane w: ICSOFT 2023 conference, 2023, ISSN 2184-2833
Wydawca: SPRINGER
DOI: 10.5220/0012125100003538

Interpreting Intrusions - The Role of Explainability in AI-based Intrusion Detection Systems

Autorzy: Marek Pawlicki, Aleksandra Pawlicka, Mścisłaẃ Śrutek, Rafal Kozik, Michal Choraś
Opublikowane w: Progress on Pattern Classification, Image Processing and Communications. CORES IP&C 2023, 2023, ISBN 978-3-031-41630-9
Wydawca: SPRINGER
DOI: 10.1007/978-3-031-41630-9_5

Explainable Artificial Intelligence 101: Techniques, Applications and Challenges

Autorzy: Kurek, W., Pawlicki, M., Pawlicka, A., Kozik, R., Choraś, M
Opublikowane w: 19th International Conference on Advanced Intelligent Computing Technology and Applications, 2023, ISBN 978-981-99-4752-2
Wydawca: SPRINGER
DOI: 10.1007/978-981-99-4752-2_26

Breaching the Defense: Investigating FGSM and CTGAN Adversarial Attacks on IEC 60870-5-104 AI-enabled Intrusion Detection Systems

Autorzy: Dimitrios Christos Asimopoulos; Panagiotis Radoglou-Grammatikis; Ioannis Makris; Valeri Mladenov; Konstantinos E. Psannis; Sotirios Goudos; Panagiotis Sarigiannidis
Opublikowane w: ARES '23: Proceedings of the 18th International Conference on Availability, Reliability and Security, 2023, ISBN 9798400707728
Wydawca: ACM
DOI: 10.1145/3600160.3605163

Detection of Physical Adversarial Attacks on Traffic Signs for Autonomous Vehicles

Autorzy: Barbara Villarini, Panagiotis Radoglou-Grammatikis, Thomas Lagkas, Panagiotis Sarigiannidis and Vasileios Argyriou
Opublikowane w: 2023 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology (IAICT), 2023, ISSN 2834-8249
Wydawca: IEEE
DOI: 10.1109/IAICT59002.2023.10205591

Peer reviewed articles (1)

Cybersecurity and Medical Imaging: A Simulation-Based Approach to DICOM Communication

Autorzy: Stylianos Karagiannis, Emmanouil Magkos, Christoforos Ntantogian,Ricardo Cabecinha and Theofanis Fotis
Opublikowane w: MDPI Applied sciences, 2023, ISSN 2076-3417
Wydawca: MDPI
DOI: 10.3390/APP131810072