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Cloud-based Platform-agnostic Adversarial aI Defence framework– CPAID

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Adversarial Robustness Analysis of Object Detection Model under Black-Box Patch Attacks

Author(s): Sarang Shaikh, Ahmed Amro
Published in: 5th International Conference on Computing, Mathematics and Engineering Technologies (ICOMET 2026)

From vulnerability to resilience: Adversarial training and real-time detection for AI security (opens in new window)

Author(s): Georgios Ziras, Aristeidis Farao, Apostolis Zarras, Christos Xenakis
Published in: Array, Issue 28, 2026, ISSN 2590-0056
Publisher: Elsevier BV
DOI: 10.1016/J.ARRAY.2025.100546

Hacking intelligence: Mapping the anatomy of adversarial threats in artificial intelligence with MITRE ATLAS (opens in new window)

Author(s): Nikolaos Sachpelidis-Brozos, Efklidis Katsaros, Panagiotis Radoglou-Grammatikis, Georgios Kalitsios, Antonios Sarigiannidis, George Calin Seritan, Ilias Politis, Christos Xenakis, Sotirios Goudos, Panagiotis Sarigiannidis
Published in: Computer Science Review, Issue 61, 2026, ISSN 1574-0137
Publisher: Elsevier BV
DOI: 10.1016/J.COSREV.2026.100923

Testing the limits: exploring adversarial techniques in AI models (opens in new window)

Author(s): Apostolis Zarras, Athanasia Kollarou, Aristeidis Farao, Panagiotis Bountakas, Christos Xenakis
Published in: PeerJ Computer Science, Issue 11, 2025, ISSN 2376-5992
Publisher: PeerJ
DOI: 10.7717/PEERJ-CS.3330

Secure and Resilient IoMT Node Deployment: Enhancing Privacy and Threat Mitigation with 3D Voronoi Diagrams and a PSO-GA Hybrid Algorithm in Healthcare Networks (opens in new window)

Author(s): Andreou Andreas, Constandinos X. Mavromoustakis, Evangelos Markakis, Athina Bourdena, George Mastorakis
Published in: ICC 2025 - IEEE International Conference on Communications, 2025
Publisher: IEEE
DOI: 10.1109/ICC52391.2025.11161075

Cloud-based Platform-agnostic Adversarial AI Defence framework (opens in new window)

Author(s): George Petihakis, Aristeidis Farao, Vaios Bolgouras, Panagiotis Bountakas, Aggeliki Panou, Evangelos Floros, John C. Polley, Christos Xenakis
Published in: 2025 IEEE Conference on Network Function Virtualization and Software-Defined Networking (NFV-SDN), 2026
Publisher: IEEE
DOI: 10.1109/NFV-SDN66355.2025.11349410

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