11573/1774517 - 2027 -
Attribution-Guided Regularization: an Explainable Perspective for Ground-to-Aerial Image Matching Models Halitchi, Andrei; Pro, Francesco; Cirillo, Lorenzo; Amerini, Irene - 04b Atto di convegno in volume
congresso: 2nd International Workshop on Explainable AI in Space, EASi 2026, Held in Conjunction with the 35th International Joint Conference on Artificial Intelligence, IJCAI-ECAI 2026 (deu)
libro: Communications in Computer and Information Science - (9783032368058; 9783032368065)
11573/1774530 - 2026 -
A comprehensive evaluation framework and efficient regularization strategy for adversarial robustness of deepfake detectors under closed and open set scenarios Alhalawani, Najeh; Cirillo, Lorenzo; Amerini, Irene - 01a Articolo in rivista
rivista: COMPUTER VISION AND IMAGE UNDERSTANDING (Academic Press Incorporated:6277 Sea Harbor Drive:Orlando, FL 32887:(800)543-9534, (407)345-4100, EMAIL: ap@acad.com, INTERNET: http://www.idealibrary.com, Fax: (407)352-3445) pp. - - issn: 1077-3142 - wos: WOS:001847769300001 (0) - scopus: 2-s2.0-105046798999 (0)
11573/1759201 - 2026 -
A Comprehensive Study of Cross-domain Adversarial Robustness and Attack Transferability in Image-Based Malware Detection and Classification Daidone, Giuseppe; Cirillo, Lorenzo; Querzoni, Leonardo; Amerini, Irene - 01a Articolo in rivista
rivista: IMAGE AND VISION COMPUTING (Editore attuale:
ELSEVIER SCIENCE BV, PO BOX 211, AMSTERDAM, NETHERLANDS, 1000 AE
Primo editore.
Butterworth Heinemann Publishers:Linacre House Jordan Hill, Oxford OX2 8DP United Kingdom:011 44 1865 314569, EMAIL: bhmarketing@repp.co.uk, INTERNET: http://www.laxtonsprices.co.uk, Fax: 011 44 1865 314569) pp. - - issn: 0262-8856 - wos: (0) - scopus: (0)
11573/1767361 - 2026 -
Deepfake Detection, Attribution, and Authentication: Insights from the FF4ALL Project Amerini, Irene; Barni, Mauro; Battiato, Sebastiano; Bestagini, Paolo; Boato, Giulia; Bongini, Pietro; Bruni, Vittoria; Casula, Roberto; Cirillo, Lorenzo; Caldelli, Roberto; Daidone, Giuseppe; De Natale, Francesco; De Nicola, Rocco; Guarnera, Luca; Maurizio La Cava, Simone; Mandelli, Sara; Luca Marcialis, Gian; Micheletto, Marco; Montibeller, Andrea; Negroni, Viola; Orrù, Giulia; Perazzo, Pericle; Puglisi, Giovanni; Salvi, Davide; Tondi, Benedetta; Tubaro, Stefano; Villari, Massimo; Vitulano, Domenico - 04b Atto di convegno in volume
congresso: Joint National Conference on Cybersecurity (ITASEC SERICS 2026) (Cagliari; Italy)
libro: ITASEC & SERICS 2026 Joint National Conference on Cybersecurity 2026 - ()
11573/1774455 - 2025 -
Shedding Light on Depth: Explainability Assessment in Monocular Depth Estimation Cirillo, L.; Schiavella, C.; Papa, L.; Russo, P.; Amerini, I. - 04b Atto di convegno in volume
congresso: International Joint Conference on Neural Networks (Rome; Italy)
libro: 2025 International Joint Conference on Neural Networks (IJCNN) - (979-8-3315-1042-8)
11573/1742558 - 2025 -
Efficient attention vision transformers for monocular depth estimation on resource-limited hardware Schiavella, Claudio; Cirillo, Lorenzo; Papa, Lorenzo; Russo, Paolo; Amerini, Irene - 01a Articolo in rivista
rivista: SCIENTIFIC REPORTS (London: Springer Nature
London: Nature Publishing Group) pp. - - issn: 2045-2322 - wos: WOS:001522762300002 (5) - scopus: 2-s2.0-105010129592 (8)
11573/1744536 - 2025 -
Explainability-driven adversarial robustness assessment for generalized deepfake detectors Cirillo, Lorenzo; Gervasio, Andrea; Amerini, Irene - 01a Articolo in rivista
rivista: EURASIP JOURNAL ON INFORMATION SECURITY (New York, NY: Hindawi Publishing Corp., -2011
Heidelberg : Springer) pp. - - issn: 2510-523X - wos: WOS:001544093400001 (2) - scopus: 2-s2.0-105018459936 (5)
11573/1701894 - 2024 -
Optimize Vision Transformer Architecture via Efficient Attention Modules: A Study on the Monocular Depth Estimation Task Schiavella, C.; Cirillo, L.; Papa, L.; Russo, P.; Amerini, I. - 04b Atto di convegno in volume
congresso: Proceedings of the 22nd International Conference on Image Analysis and Processing, ICIAP 2023 (Udine; Italia)
libro: Image Analysis and Processing - ICIAP 2023 Workshops - (9783031510229; 9783031510236)