LUCA MAIANO

PhD Student

PhD program:: XXXV
email: maiano@diag.uniroma1.it
building: DIAG
room: A101




supervisor: Irene Amerini
co-supervisor: Aris Anagnostopoulos

I am currently a PhD student in Data Science at the Department of Computer, Control, and Management Engineering of Sapienza University of Rome.
Formerly, I obtained a bachelor and a master degree in Engineering in Computer Science at Sapienza University of Rome.

Research interests:
- Multimedia forensics
- Computer vision
- Deep learning
- Machine learning

Research products

11573/1710641 - 2024 - A guided-based approach for deepfake detection: RGB-depth integration via features fusion
Leporoni, G.; Maiano, L.; Papa, L.; Amerini, I. - 01a Articolo in rivista
paper: PATTERN RECOGNITION LETTERS (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 99-105 - issn: 0167-8655 - wos: WOS:001228815000001 (0) - scopus: 2-s2.0-85189752625 (0)

11573/1710645 - 2024 - Human Versus Machine: A Comparative Analysis in Detecting Artificial Intelligence-Generated Images
Maiano, L.; Benova, A.; Papa, L.; Stockner, M.; Marchetti, M.; Convertino, G.; Mazzoni, G.; Amerini, I. - 01a Articolo in rivista
paper: IEEE SECURITY & PRIVACY (IEEE Computer Society.) pp. 77-86 - issn: 1540-7993 - wos: WOS:001226314400009 (0) - scopus: 2-s2.0-85193817595 (1)

11573/1710643 - 2024 - CMDD: A novel multimodal two-stream CNN deepfakes detector
Mongelli, L.; Maiano, L.; Amerini, I. - 04b Atto di convegno in volume
conference: 4th Workshop on Reducing Online Misinformation through Credible Information Retrieval, ROMCIR 2024 (Glasgow; UK)
book: Proceedings of the 4th Workshop on Reducing Online Misinformation through Credible Information Retrieval co-located with the 46th European Conference on Information Retrieval (ECIR 2024) - ()

11573/1693655 - 2023 - An Automated Ground-to-Aerial Viewpoint Localization for Content Verification
Bonaventura, Tania Sari; Maiano, Luca; Papa, Lorenzo; Amerini, Irene - 04b Atto di convegno in volume
conference: 24th International Conference on Digital Signal Processing, DSP 2023 (Rhodes; Greece)
book: 2023 24th International Conference on Digital Signal Processing (DSP) - (979-8-3503-3959-8)

11573/1684452 - 2023 - A deep-learning–based antifraud system for car-insurance claims
Maiano, Luca; Montuschi, Antonio; Caserio, Marta; Ferri, Egon; Kieffer, Federico; Germanò, Chiara; Baiocco, Lorenzo; Ricciardi Celsi, Lorenzo; Amerini, Irene; Anagnostopoulos, Aris - 01a Articolo in rivista
paper: EXPERT SYSTEMS WITH APPLICATIONS (Oxford, United Kingdom: Elsevier Science Limited) pp. - - issn: 0957-4174 - wos: WOS:001023537400001 (1) - scopus: 2-s2.0-85162016647 (8)

11573/1693691 - 2023 - On the use of Stable Diffusion for creating realistic faces: from generation to detection
Papa, Lorenzo; Faiella, Lorenzo; Corvitto, Luca; Maiano, Luca; Amerini, Irene - 04b Atto di convegno in volume
conference: 11th International Workshop on Biometrics and Forensics, IWBF 2023 (Barcelona; Spain)
book: 2023 11th International Workshop on Biometrics and Forensics (IWBF) - (979-8-3503-3607-8)

11573/1695496 - 2023 - INTELLIGENZA ARTIFICIALE E RICONOSCIMENTO DI VOLTI
Stockner, Mara; Marchetti, Michela; Papa, Lorenzo; Maiano, Luca; Convertino, Gianmarco; Amerini, Irene - 04d Abstract in atti di convegno
conference: XXIX CONGRESSO Associazione Italiana di Psicologia - Sezione Sperimentale (Lucca, Italy)
book: ATTI DEL XXIX CONGRESSO AIP - ()

11573/1652326 - 2022 - DepthFake: a depth-based strategy for detecting Deepfake videos
Maiano, Luca; Papa, Lorenzo; Vocaj, Ketbjano; Amerini, Irene - 04b Atto di convegno in volume
conference: International Conference on Pattern Recognition 2022 (Montreal, Quebec)
book: ICPR 2022 Workshop on Artificial Intelligence for Multimedia Forensics and Disinformation Detection - ()

11573/1622955 - 2021 - Deep learning for multimedia forensics
Amerini, I.; Anagnostopoulos, A.; Maiano, L.; Ricciardi Celsi, L. - 01a Articolo in rivista
paper: FOUNDATIONS AND TRENDS IN COMPUTER GRAPHICS AND VISION (Hanover, MA : Now Publishers, Inc., c2005-) pp. 309-457 - issn: 1572-2740 - wos: WOS:000692549000001 (11) - scopus: 2-s2.0-85113781771 (18)

11573/1615509 - 2021 - Learning double-compression video fingerprints left from social-media platforms
Amerini, I.; Anagnostopoulos, A.; Maiano, L.; Ricciardi Celsi, Lorenzo - 04b Atto di convegno in volume
conference: ICASSP 2021 (Toronto; Canada)
book: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - ()

11573/1622915 - 2021 - Identification of social-media platform of videos through the use of shared features
Maiano, L.; Amerini, I.; Ricciardi Celsi, L.; Anagnostopoulos, A. - 01a Articolo in rivista
paper: JOURNAL OF IMAGING (Basel : MDPI AG, 2015-) pp. 1-16 - issn: 2313-433X - wos: WOS:000689224200001 (5) - scopus: 2-s2.0-85113719340 (11)

11573/1344478 - 2019 - Data-driven intrusion detection for ambient intelligence
Chatzigiannakis, I.; Maiano, Luca; Trakadas, P.; Anagnostopoulos, A.; Bacci, F.; Karkazis, P.; Spirakis, P. G.; Zahariadis, T. - 04b Atto di convegno in volume
conference: 15th European Conference on Ambient Intelligence, AmI 2019 (Rome; Italy)
book: Ambient Intelligence - (978-3-030-34254-8; 978-3-030-34255-5)

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