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Lorenzo Cirillo

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

2

DOWNLOADS

53

TOTAL CITATIONS

0

Scholarly Papers (2)

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1.

A Comprehensive Study of Cross-domain AdversarialRobustness and Attack Transferability in Image-BasedMalware Detection and Classification

Number of pages: 27 Posted: 24 Dec 2025
Giuseppe Daidone, Lorenzo Cirillo, Leonardo Querzoni and Irene Amerini
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 47 (1,097,529)

Abstract:

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Adversarial Attacks, Adversarial Robustness, MalwareDetection, Malware Classification, Attack Transferability

2.

A Comprehensive Evaluation Framework and Efficient Regularization Strategy for Adversarial Robustness of Deepfake Detectors under Closed and Open Set Scenarios

Number of pages: 16 Posted: 13 May 2026
Najeh Alhalawani, Lorenzo Cirillo and Irene Amerini
affiliation not provided to SSRN, affiliation not provided to SSRN and Sapienza University of Rome - Department of Computer, Control, and Management Engineering (DIAG)
Downloads 6 (1,566,597)

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Deepfake detection, Adversarial attacks, Open-set robustness, Efficient robustness