Publications

A Comprehensive Study of Cross-domain Adversarial Robustness and Attack Transferability in Image-Based Malware Detection and Classification

Published in Image and Vision Computing Journal (IMAVIS), 2026

Pre-print (post-revision)

Recommended citation: Daidone, Giuseppe and Cirillo, Lorenzo and Querzoni, Leonardo and Amerini, Irene, "A Comprehensive Study of Cross-domain Adversarial Robustness and Attack Transferability in Image-Based Malware Detection and Classification." Available at SSRN: https://ssrn.com/abstract=5960449 or http://dx.doi.org/10.2139/ssrn.5960449
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Neutralizing Proactive Defense using Diffusion-based Upsampling

Published in ACM IH&MMSec, Florence, Italy, June 17-19, 2026, 2026

Recommended citation: Daidone, Giuseppe and Bartolucci, Filippo and Briglia, Maria Rosaria and Mirza, Mujtaba Hussain and Lisanti, Giuseppe and Masi, Iacopo, "Neutralizing Proactive Defense using Diffusion-based Upsampling", Proceedings of the 2026 ACM Workshop on Information Hiding and Multimedia Security, 2026
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Deefake Detection, Attribution, and Authentication: Insights from the FF4ALL Project

Published in Joint National Conference on Cybersecurity (ITASEC & SERICS), Cagliari, Italy, February 09-13, 2026, 2026

Recommended citation: Amerini, I. et al. "Deefake Detection, Attribution, and Authentication: Insights from the FF4ALL Project.", Proceedings of the Joint National Conference on Cybersecurity (ITASEC & SERICS 2026)
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