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portfolio
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publications
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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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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talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
AI Security
Master's degree lecture, Sapienza University of Rome, Department of Computer Science, Aula Magna, 2026
Given lecture on AI Security at Data and Network Security course to Cybersecurity and Computer Science Master’s Degree students of Sapienza.