IRENE AMERINI

Associate professor


email: irene.amerini@uniroma1.it
phone:



Irene Amerini is an Assistant Professor (RTD-B) at the Department of Computer, Control and Management Engineering A. Ruberti of Sapienza University of Rome, Italy. Formerly she was a postdoctoral researcher at the Image Forensics and Security Lab, Media Integration and Communication Center, University of Florence (Italy). In 2018 she obtained a Visiting Research Fellowship at Charles Sturt University (Australia) offered by the Australian Government – Department of Education and Training through the Endeavour Scholarship & Fellowship program and the Italian Habilitation for Associate Professor in Computer Science and Telecommunications.
In 2010 she spent part of her PhD course at the Digital Data Embedding Laboratory, Department of Electrical and Computer Engineering, Binghamton University (US). In 2011 she received the Ph.D. in computer engineering, multimedia and telecommunication from the University of Florence (Italy) with the thesis “Image forensics: source identification and tampering detection”.
In 2019 she co-organized the Woman In Computer Vision Workshop (WiCV) at CVPR 2019 in Long Beach, California, in 2020 the Woman In Computer Vision Workshop (WiCV) at ECCV and the W4PR (Woman at ICPR Workshop) in conjunction with ICPR 2021.

Research products

11573/1701892 - 2024 - D-Fence layer: an ensemble framework for comprehensive deepfake detection
Asha, S.; Vinod, P.; Amerini, I.; Menon, V. G. - 01a Articolo in rivista
paper: MULTIMEDIA TOOLS AND APPLICATIONS (Kluwer Academic Publishers:Journals Department, PO Box 322, 3300 AH Dordrecht Netherlands:011 31 78 6576050, EMAIL: frontoffice@wkap.nl, kluweronline@wkap.nl, INTERNET: http://www.kluwerlaw.com, Fax: 011 31 78 6576254) pp. - - issn: 1380-7501 - wos: WOS:001156629700001 (0) - scopus: 2-s2.0-85183373853 (0)

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)

11573/1701891 - 2024 - Lightweight 3-D Convolutional Occupancy Networks for Virtual Object Reconstruction
Melis Tonti, Claudia; Papa, L.; Amerini, I. - 01a Articolo in rivista
paper: IEEE COMPUTER GRAPHICS AND APPLICATIONS (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 23-36 - issn: 0272-1716 - wos: WOS:001193299600002 (0) - scopus: 2-s2.0-85184798294 (0)

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) - ()

11573/1710642 - 2024 - A Survey on Efficient Vision Transformers: Algorithms, Techniques, and Performance Benchmarking
Papa, L.; Russo, P.; Amerini, I.; Zhou, L. - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 1-20 - issn: 0162-8828 - wos: (0) - scopus: 2-s2.0-85191356798 (0)

11573/1711087 - 2024 - D4D: An RGBD diffusion model to boost monocular depth estimation
Papa, Lorenzo; Russo, Paolo; Amerini, Irene - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 1-14 - issn: 1051-8215 - wos: (0) - scopus: 2-s2.0-85194054502 (0)

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
conference: Proceedings of the 22nd International Conference on Image Analysis and Processing, ICIAP 2023 (ita)
book: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - (9783031510229; 9783031510236)

11573/1714014 - 2024 - Detecting Audio Deepfakes: Integrating CNN and BiLSTM with Multi-Feature Concatenation
Taiba Majid, Taiba Majid; Qadri, Syed Asif Ahmad; Comminiello, Danilo; Amerini, Irene - 04b Atto di convegno in volume
conference: IH&MMSec '24: Proceedings of the 2024 ACM Workshop on Information Hiding and Multimedia Security (Baiona, Spain)
book: IH&MMSec '24: Proceedings of the 2024 ACM Workshop on Information Hiding and Multimedia Security - ()

11573/1693696 - 2023 - Image Watermarking Backdoor Attacks in CNN-Based Classification Tasks
Abbate, Giovanbattista; Amerini, Irene; Caldelli, Roberto - 04b Atto di convegno in volume
conference: ICPR 2022 International Workshops and Challenges (Montreal, QC, Canada)
book: Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges - (978-3-031-37744-0; 978-3-031-37745-7)

11573/1689719 - 2023 - Media Forensics and the Challenge of Big Data (Dagstuhl Seminar 23021)
Amerini, Irene; Rocha, Anderson; Rosin, Paul L.; Sun, Xianfang - 01a Articolo in rivista
paper: DAGSTUHL REPORTS (Wadern : Schloss Dagstuhl, Leibniz-Zentrum für Informatik GmbH) pp. - - issn: 2192-5283 - wos: (0) - scopus: (0)

11573/1700504 - 2023 - Convolutional neural networks combined with feature selection for radio-frequency fingerprinting
Baldini, G.; Amerini, I.; Dimc, F.; Bonavitacola, F. - 01a Articolo in rivista
paper: COMPUTATIONAL INTELLIGENCE (Blackwell Publishing Limited:9600 Garsington Road, Oxford OX4 2DQ United Kingdom:011 44 1865 776868 , (781)388-8200, EMAIL: agentservices@oxon.blackwellpublishing.com, e-help@blackwellpublishers.co.uk, INTERNET: http://www.blackwellpublishing.com, Fax: 011 44 1865 714591) pp. 734-758 - issn: 0824-7935 - wos: WOS:001018705000001 (2) - scopus: 2-s2.0-85164304167 (2)

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)

11573/1693707 - 2023 - BHAC-MRI: Backdoor and Hybrid Attacks on MRI Brain Tumor Classification Using CNN
Imran, M.; Qureshi, H. K.; Amerini, I. - 04b Atto di convegno in volume
conference: 22nd International Conference on Image Analysis and Processing, ICIAP 2023 (Udine; Italy)
book: Image Analysis and Processing – ICIAP 2023 - (978-3-031-43152-4; 978-3-031-43153-1)

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)

11573/1670234 - 2023 - Lightweight and Energy-Aware Monocular Depth Estimation Models for IoT Embedded Devices: Challenges and Performances in Terrestrial and Underwater Scenarios
Papa, Lorenzo; Mattia, Gabriele; Russo, Paolo; Amerini, Irene; Beraldi, Roberto - 01a Articolo in rivista
paper: SENSORS (Basel : Molecular Diversity Preservation International (MDPI), 2001-) pp. - - issn: 1424-8220 - wos: WOS:000942409200001 (2) - scopus: 2-s2.0-85149180106 (3)

11573/1675431 - 2023 - METER: a mobile vision transformer architecture for monocular depth estimation
Papa, Lorenzo; Russo, Paolo; Amerini, Irene - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 5882-5893 - issn: 1051-8215 - wos: WOS:001082387900039 (2) - scopus: 2-s2.0-85151567085 (4)

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 - ()

11573/1713910 - 2023 - Deepfakes Audio Detection Leveraging Audio Spectrogram and Convolutional Neural Networks
Wani, T. M.; Amerini, I. - 04b Atto di convegno in volume
conference: 22nd International Conference on Image Analysis and Processing – ICIAP 2023. (Udine, Italy)
book: Lecture Notes in Computer Science ((LNCS,volume 14234)) - (9783031431524; 9783031431531)

11573/1693704 - 2023 - Deepfakes Audio Detection Leveraging Audio Spectrogram and Convolutional Neural Networks
Wani, Taiba Majid; Amerini, I. - 04b Atto di convegno in volume
conference: Udine, Italy (22nd International Conference on Image Analysis and Processing, ICIAP 2023)
book: Image Analysis and Processing – ICIAP 2023 - (978-3-031-43152-4; 978-3-031-43153-1)

11573/1693647 - 2023 - Why Don't You Speak?: A Smartphone Application to Engage Museum Visitors Through Deepfakes Creation
Zaramella, Matteo; Amerini, Irene; Russo, Paolo - 04b Atto di convegno in volume
conference: 5th Workshop on the analySis, Understanding and proMotion of heritAge Contents, SUMAC 2023 (Ottawa ON; Canada)
book: SUMAC '23: Proceedings of the 5th Workshop on analySis, Understanding and proMotion of heritAge Contents - (9798400702792)

11573/1644906 - 2022 - aRTIC GAN: A Recursive Text-Image-Conditioned GAN
Alati, Edoardo; Caracciolo, Carlo Alberto; Costa, Marco; Sanzari, Marta; Russo, Paolo; Amerini, Irene - 01a Articolo in rivista
paper: ELECTRONICS (Basel : MDPI) pp. - - issn: 2079-9292 - wos: WOS:000808708600001 (1) - scopus: 2-s2.0-85130947029 (2)

11573/1662841 - 2022 - PRaNA: PRNU-based Technique to Tell Real and Deepfake Videos Apart
Amerini, I.; Conti, M.; Giacomazzi, P.; Pajola, L. - 04b Atto di convegno in volume
conference: 2022 International Joint Conference on Neural Networks, IJCNN 2022 (ita)
book: Proceedings of the International Joint Conference on Neural Networks - (978-1-7281-8671-9)

11573/1662840 - 2022 - Online Distributed Denial of Service (DDoS) intrusion detection based on adaptive sliding window and morphological fractal dimension
Baldini, G.; Amerini, I. - 01a Articolo in rivista
paper: COMPUTER NETWORKS (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. - - issn: 1389-1286 - wos: WOS:000797964500013 (2) - scopus: 2-s2.0-85129532602 (4)

11573/1662842 - 2022 - Microphone Identification based on Spectral Entropy with Convolutional Neural Network
Baldini, Gianmarco; Amerini, Irene - 04b Atto di convegno in volume
conference: IEEE International Workshop on Information Forensics and Security (WIFS) (Shanghai, China)
book: 2022 IEEE International Workshop on Information Forensics and Security (WIFS) - (979-8-3503-0967-6)

11573/1670122 - 2022 - Computational issues in Optimization for Deep networks
Coppola, Corrado; Papa, Lorenzo; Boresta, Marco; Amerini, Irene; Palagi, Laura - 13a Altro ministeriale

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 - ()

11573/1631193 - 2022 - SPEED: Separable Pyramidal Pooling EncodEr-Decoder for Real-Time Monocular Depth Estimation on Low-Resource Settings
Papa, Lorenzo; Alati, Edoardo; Russo, Paolo; Amerini, Irene - 01a Articolo in rivista
paper: IEEE ACCESS (Piscataway NJ: Institute of Electrical and Electronics Engineers) pp. 44881-44890 - issn: 2169-3536 - wos: WOS:000790747600001 (6) - scopus: 2-s2.0-85129635068 (7)

11573/1654255 - 2022 - Real-time monocular depth estimation on embedded devices: challenges and performances in terrestrial and underwater scenarios
Papa, Lorenzo; Russo, Paolo; Amerini, Irene - 04b Atto di convegno in volume
conference: IEEE International Workshop on Metrology for the Sea Learning to Measure Sea Health Parameters (MetroSea) (Milazzo; Italy)
book: 2022 IEEE International Workshop on Metrology for the Sea; Learning to Measure Sea Health Parameters (MetroSea) Proceedings - (978-1-6654-9942-2; 978-1-6654-9941-5; 978-1-6654-9943-9)

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) - ()

11573/1622919 - 2021 - Image and video forensics
Amerini, I.; Baldini, G.; Leotta, F. - 01m Editorial/Introduzione in rivista
paper: JOURNAL OF IMAGING (Basel : MDPI AG, 2015-) pp. - - issn: 2313-433X - wos: WOS:000508720900001 (19) - scopus: 2-s2.0-85119861734 (1)

11573/1622921 - 2021 - Intrusion detection based on gray-level co-occurrence matrix and 2d dispersion entropy
Baldini, G.; Ramos, J. L. H.; Amerini, I. - 01a Articolo in rivista
paper: APPLIED SCIENCES (Basel: MDPI AG, 2011-) pp. 1-24 - issn: 2076-3417 - wos: WOS:000666023800001 (5) - scopus: 2-s2.0-85108871128 (4)

11573/1494789 - 2021 - Introduction to the special section on image processing in security applications (VSI-ipsa)
Cabal-Yepez, E.; Ledesma-Carrillo, L. M.; Botella, G.; Amerini, I. - 01h Abstract in rivista
paper: COMPUTERS & ELECTRICAL ENGINEERING (Elsevier Science Limited:Oxford Fulfillment Center, PO Box 800, Kidlington Oxford OX5 1DX United Kingdom:011 44 1865 843000, 011 44 1865 843699, EMAIL: asianfo@elsevier.com, tcb@elsevier.co.UK, INTERNET: http://www.elsevier.com, http://www.elsevier.com/locate/shpsa/, Fax: 011 44 1865 843010) pp. 106935- - issn: 0045-7906 - wos: WOS:000641973600002 (1) - scopus: 2-s2.0-85098704864 (2)

11573/1622927 - 2021 - Optical Flow based CNN for detection of unlearnt deepfake manipulations
Caldelli, R.; Galteri, L.; Amerini, I.; Del Bimbo, A. - 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. 31-37 - issn: 0167-8655 - wos: WOS:000646018400005 (37) - scopus: 2-s2.0-85102966058 (53)

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 (10)

11573/1622925 - 2021 - Media forensics on social media platforms: a survey
Pasquini, C.; Amerini, I.; Boato, G. - 01a Articolo in rivista
paper: EURASIP JOURNAL ON INFORMATION SECURITY (New York, NY: Hindawi Publishing Corp., -2011 Heidelberg : Springer) pp. - - issn: 2510-523X - wos: WOS:000646565400001 (30) - scopus: 2-s2.0-85105131439 (42)

11573/1494784 - 2020 - IH&MMSEC 2020 Program Chair's Welcome
Amerini, I.; Bestagini, P.; Pevny, T. - 04d Abstract in atti di convegno
conference: 8th ACM Workshop on Information Hiding and Multimedia Security, IH and MMSec 2020 (usa)
book: IH and MMSec 2020 - Proceedings of the 2020 ACM Workshop on Information Hiding and Multimedia Security - ()

11573/1494770 - 2020 - Exploiting Prediction Error Inconsistencies through LSTM-based Classifiers to Detect Deepfake Videos
Amerini, I.; Caldelli, R. - 04b Atto di convegno in volume
conference: 8th ACM Workshop on Information Hiding and Multimedia Security, IH and MMSec 2020 (Denver; CO USA)
book: IH and MMSec 2020 - Proceedings of the 2020 ACM Workshop on Information Hiding and Multimedia Security - (9781450370509)

11573/1494777 - 2020 - IEEE Access Special Section: Digital Forensics through Multimedia Source Inference
Amerini, I.; Li, C. -T.; Memon, N.; Huang, J. - 01h Abstract in rivista
paper: IEEE ACCESS (Piscataway NJ: Institute of Electrical and Electronics Engineers) pp. 209657-209659 - issn: 2169-3536 - wos: WOS:000595963500001 (1) - scopus: 2-s2.0-85097387701 (2)

11573/1494756 - 2020 - An evaluation of entropy measures for microphone identification
Baldini, G.; Amerini, I. - 01a Articolo in rivista
paper: ENTROPY (Basel : MDPI, 1999-) pp. 1-30 - issn: 1099-4300 - wos: WOS:000592849900001 (9) - scopus: 2-s2.0-85094826499 (11)

11573/1326309 - 2019 - Social Network Identification Through Image Classification with CNN
Amerini, I.; Li, C. -T.; Caldelli, R. - 01a Articolo in rivista
paper: IEEE ACCESS (Piscataway NJ: Institute of Electrical and Electronics Engineers) pp. 35264-35273 - issn: 2169-3536 - wos: WOS:000463452700001 (28) - scopus: 2-s2.0-85063873642 (42)

11573/1326323 - 2019 - WiCV 2019: The Sixth Women In Computer Vision Workshop
Amerini, Irene; Balashova, Elena; Ebrahimi, Sayna; Leonard, Kathryn; Nagrani, Arsha; Salvador, Amaia - 04b Atto di convegno in volume
conference: 32nd IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019 (Long Beach; United States)
book: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - (978-172812506-0)

11573/1326326 - 2019 - Deepfake Video Detection through Optical Flow Based CNN
Amerini, Irene; Galteri, Leonardo; Caldelli, Roberto; Del Bimbo, Alberto - 04b Atto di convegno in volume
conference: The IEEE International Conference on Computer Vision (ICCV) Workshops (Seoul; Korea)
book: 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) - ()

11573/1326328 - 2019 - Smartphones identification through the built-in microphones with Convolutional Neural Network
Baldini, Gianmarco; Amerini, Irene - 01a Articolo in rivista
paper: IEEE ACCESS (Piscataway NJ: Institute of Electrical and Electronics Engineers) pp. - - issn: 2169-3536 - wos: WOS:000510440100001 (14) - scopus: 2-s2.0-85076160620 (19)

11573/1326317 - 2019 - Microphone Identification Using Convolutional Neural Networks
Baldini, Gianmarco; Amerini, Irene; Gentile, Claudio - 01a Articolo in rivista
paper: IEEE SENSORS LETTERS (Piscataway, NJ : IEEE Sensors Council, [2017-]) pp. 1-4 - issn: 2475-1472 - wos: WOS:000722245000011 (16) - scopus: 2-s2.0-85077962795 (20)

11573/1326314 - 2019 - Special issue on Deep Learning in Image and Video Forensics
Caldelli, R.; Chaumont, M.; Li, C. -T.; Amerini, I. - 01m Editorial/Introduzione in rivista
paper: SIGNAL PROCESSING-IMAGE COMMUNICATION (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. 199-200 - issn: 0923-5965 - wos: WOS:000471363200020 (2) - scopus: 2-s2.0-85065601789 (3)

11573/1325955 - 2019 - Tracking Multiple Image Sharing on Social Networks
Phan, Q. -T.; Boato, G.; Caldelli, R.; Amerini, I. - 04b Atto di convegno in volume
conference: 44th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 (Brighton; United Kingdom)
book: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings - (978-1-4799-8131-1)

11573/1326311 - 2018 - PRNU-based image classification of origin social network with CNN
Caldelli, R; Amerini, I; Li, Ct - 04b Atto di convegno in volume
conference: 26th European Signal Processing Conference, EUSIPCO 2018 (Rome; Italy)
book: Proceedings of the 26th European Signal Processing Conference - (978-9-0827-9701-5)

11573/1325042 - 2017 - Dealing with video source identification in social networks
Amerini, I; Caldelli, R; Del Mastio, A; Di Fuccia, A; Molinari, C; Rizzo, Ap - 01a Articolo in rivista
paper: SIGNAL PROCESSING-IMAGE COMMUNICATION (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. 1-7 - issn: 0923-5965 - wos: WOS:000412265100001 (25) - scopus: 2-s2.0-85018240143 (30)

11573/1325027 - 2017 - Media trustworthiness verification and event assessment through an integrated framework: a case-study
Amerini, Irene; Becarelli, Rudy; Brancati, Francesco; Caldelli, Roberto; Giunta, Gabriele; Itria, Massimiliano L. - 01a Articolo in rivista
paper: MULTIMEDIA TOOLS AND APPLICATIONS (Kluwer Academic Publishers:Journals Department, PO Box 322, 3300 AH Dordrecht Netherlands:011 31 78 6576050, EMAIL: frontoffice@wkap.nl, kluweronline@wkap.nl, INTERNET: http://www.kluwerlaw.com, Fax: 011 31 78 6576254) pp. 7197-7212 - issn: 1380-7501 - wos: WOS:000397278400048 (4) - scopus: 2-s2.0-84960087357 (1)

11573/1325049 - 2017 - Smartphone Fingerprinting Combining Features of On-Board Sensors
Amerini, Irene; Becarelli, Rudy; Caldelli, Roberto; Melani, Alessio; Niccolai, Moreno - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY (New York, N.Y.: IEEE, 2006-) pp. 2457-2466 - issn: 1556-6013 - wos: WOS:000406238100007 (36) - scopus: 2-s2.0-85029219501 (50)

11573/1324980 - 2017 - Localization of JPEG Double Compression Through Multi-domain Convolutional Neural Networks
Amerini, Irene; Uricchio, Tiberio; Ballan, Lamberto; Caldelli, Roberto - 04b Atto di convegno in volume
conference: 30th IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2017 (Honolulu; United States)
book: 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - (978-153860733-6)

11573/1324974 - 2017 - Tracing images back to their social network of origin: A CNN-based approach
Amerini, Irene; Uricchio, Tiberio; Caldelli, Roberto - 04b Atto di convegno in volume
conference: 9th IEEE Workshop on Information Forensics and Security (WIFS) (Ravanna; Italy)
book: 2017 IEEE Workshop on Information Forensics and Security (WIFS) - (9781509067695)

11573/1324965 - 2017 - The identification of mobile phones through the fingerprints of their built-in magnetometer: an analysis of the portability of the fingerprints
Baldini, G; Amerini, I; Stery, G; Caldelli, R - 04b Atto di convegno in volume
conference: 2017 International Carnahan Conference on Security Technology, ICCST 2017 (Madrid; Spain)
book: 2017 International Carnahan Conference on Security Technology (ICCST) - (978-1-5386-1585-0)

11573/1325021 - 2017 - Image Origin Classification Based on Social Network Provenance
Caldelli, Roberto; Becarelli, Rudy; Amerini, Irene - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY (New York, N.Y.: IEEE, 2006-) pp. 1299-1308 - issn: 1556-6013 - wos: WOS:000396081200004 (47) - scopus: 2-s2.0-85015018678 (64)

11573/1326338 - 2016 - Robust smartphone fingerprint by mixing device sensors features for mobile strong authentication
Amerini, I.; Bestagini, P.; Bondi, L.; Caldelli, R.; Casini, M.; Tubaro, S. - 04b Atto di convegno in volume
conference: Media Watermarking, Security, and Forensics 2016 (Hilton San Francisco, Union Square, usa)
book: Electronic Imaging, Media Watermarking, Security, and Forensics 2016 - ()

11573/1325013 - 2015 - A feature-based forensic procedure for splicing forgeries detection
Amerini, I; Becarelli, R; Caldelli, R; Casini, M - 01a Articolo in rivista
paper: MATHEMATICAL PROBLEMS IN ENGINEERING (Hindawi Publishing Corporation:PO Box 3079:Cuyahoga Falls, OH 44223:EMAIL: orders@hindawi.com, INTERNET: http://www.hindawi.com, Fax: (215)893-4392 Editore precedente:Gordon and Breach Publishers.) pp. - - issn: 1024-123X - wos: WOS:000368030900001 (6) - scopus: 2-s2.0-84956921245 (6)

11573/1325037 - 2015 - Detection of manipulations on printed images to address crime scene analysis: A case study
Amerini, I; Caldelli, R; Del Bimbo, A; Di Fuccia, A; Rizzo, A P; Saravo, L - 01a Articolo in rivista
paper: FORENSIC SCIENCE INTERNATIONAL (Limerick Ireland: Elsevier Science Ireland Limited) pp. e9-e14 - issn: 0379-0738 - wos: WOS:000354125900002 (2) - scopus: 2-s2.0-84937763006 (2)

11573/1325035 - 2015 - Acquisition source identification through a blind image classification
Amerini, Irene; Becarelli, Rudy; Bertini, Bruno; Caldelli, Roberto - 01a Articolo in rivista
paper: IET IMAGE PROCESSING (Stevenage : IET, 2007-) pp. 329-337 - issn: 1751-9659 - wos: WOS:000351856900008 (5) - scopus: 2-s2.0-84925857698 (5)

11573/1325005 - 2015 - SIFT match removal and keypoint preservation through dominant orientation shift
Caldelli, R; Amerini, I; Costanzo, A - 04b Atto di convegno in volume
conference: 23rd European Signal Processing Conference (EUSIPCO) (Nice; France)
book: 2015 23rd European Signal Processing Conference (EUSIPCO) - (978-099286263-3)

11573/1324971 - 2014 - Splicing Forgeries Localization through the Use of First Digit Features
Amerini, Irene; Becarelli, Rudy; Caldelli, Roberto; Andrea Del, Mastio - 04b Atto di convegno in volume
conference: 2014 IEEE International Workshop on Information Forensics and Security, WIFS 2014 (Atlanta; United States)
book: 2014 IEEE International Workshop on Information Forensics and Security (WIFS) - (978-147998882-2)

11573/1325015 - 2014 - Blind image clustering based on the Normalized Cuts criterion for camera identification
Amerini, Irene; Caldelli, Roberto; Crescenzi, Pierluigi; Del Mastio, Andrea; Marino, Andrea - 01a Articolo in rivista
paper: SIGNAL PROCESSING-IMAGE COMMUNICATION (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. 831-843 - issn: 0923-5965 - wos: WOS:000342277300002 (33) - scopus: 2-s2.0-84906784129 (41)

11573/1324996 - 2014 - Forgery detection from printed images: a tool in crime scene analysis
Amerini, Irene; Caldelli, Roberto; Del Bimbo, Alberto; A., Di Fuccia; A., Rizzo; L., Saravo - 04b Atto di convegno in volume
conference: AAFS 66th Annual Scientific Meeting 2014 (Seattle, WA; United States)
book: Proceedings of the American Academy of Forensic Sciences 66th Annual Scientific Meeting - ()

11573/1325001 - 2014 - Copy-move forgery detection from printed images
Amerini, Irene; Caldelli, Roberto; Del Bimbo, Alberto; Andrea Di, Fuccia; Luigi, Saravo; Anna Paola, Rizzo - 04b Atto di convegno in volume
conference: Media Watermarking, Security, and Forensics 2014 (San Francisco, CA; United States)
book: Media Watermarking, Security, and Forensics 2014 - (978-081949945-5)

11573/1324967 - 2014 - Exploiting perceptual quality issues in countering SIFT-based Forensic methods
Amerini, Irene; F., Battisti; Caldelli, Roberto; M., Carli; A., Costanzo - 04b Atto di convegno in volume
conference: 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014; Florence; Italy; 4 May 2014 through 9 May 2014 (Florence; Italy)
book: 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - (9781479928934)

11573/1325017 - 2014 - Forensic Analysis of SIFT Keypoint Removal and Injection
Andrea, Costanzo; Amerini, Irene; Caldelli, Roberto; Barni, Mauro - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY (New York, N.Y.: IEEE, 2006-) pp. 1450-1464 - issn: 1556-6013 - wos: WOS:000340209000010 (53) - scopus: 2-s2.0-84905716120 (74)

11573/1324983 - 2013 - Copy-move forgery detection and localization by means of robust clustering with J-Linkage
Amerini, Irene; Ballan, Lamberto; Caldelli, Roberto; Del Bimbo, Alberto; Del Tongo, Luca; Serra, Giuseppe - 01a Articolo in rivista
paper: SIGNAL PROCESSING-IMAGE COMMUNICATION (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. 659-669 - issn: 0923-5965 - wos: WOS:000320418100008 (195) - scopus: 2-s2.0-84878019726 (273)

11573/1325044 - 2013 - Removal and injection of keypoints for SIFT-based copy-move counter-forensics
Amerini, Irene; M., Barni; Caldelli, Roberto; A., Costanzo - 01a Articolo in rivista
paper: EURASIP JOURNAL ON INFORMATION SECURITY (New York, NY: Hindawi Publishing Corp., -2011 Heidelberg : Springer) pp. 1-12 - issn: 2510-523X - wos: (0) - scopus: 2-s2.0-84894470030 (13)

11573/1324982 - 2013 - SIFT keypoint removal and injection for countering matching-based image forensics
Amerini, Irene; Mauro, Barni; Caldelli, Roberto; Andrea, Costanzo - 04b Atto di convegno in volume
conference: IH&MMSec '13 Proceedings of the first ACM workshop on Information hiding and multimedia security (Montpellier; France)
book: IH&MMSec '13 Proceedings of the first ACM workshop on Information hiding and multimedia security - (9781450320818)

11573/1325031 - 2013 - Counter-forensics of SIFT-based copy-move detection by means of keypoint classification
Amerini, Irene; Mauro, Barni; Caldelli, Roberto; Andrea, Costanzo - 01a Articolo in rivista
paper: EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING (Cairo: Hindawi Publishing Corporation) pp. 1-17 - issn: 1687-5281 - wos: WOS:000323285200001 (27) - scopus: 2-s2.0-84886829997 (33)

11573/1325047 - 2012 - An Effective Tool for Copy-Move Forgery Detection and Localization
Amerini, I.; Ballan, L.; Caldelli, R.; Del Bimbo, A.; Del Tongo, L.; Serra, G. - 04d Abstract in atti di convegno
conference: 2012 IEEE International Workshop on Information Forensics and Security (WIFS) (Tenerife; Spain)
book: 2012 IEEE International Workshop on Information Forensics and Security (WIFS) - ()

11573/1324994 - 2012 - On the effectiveness of local warping against SIFT-based copy-move detection
Caldelli, Roberto; Amerini, Irene; Ballan, Lamberto; Serra, Giuseppe; Barni, Mauro; A., Costanzo - 04b Atto di convegno in volume
conference: 5th International Symposium on Communications, Control & Signal Processing (ISCCSP) (Rome; Italy)
book: 2012 5th International Symposium on Communications, Control and Signal Processing - (978-146730276-0)

11573/1325019 - 2011 - A SIFT-based forensic method for copy-move attack detection and transformation recovery
Amerini, Irene; Ballan, Lamberto; Caldelli, Roberto; Del Bimbo, Alberto; Serra, Giuseppe - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY (New York, N.Y.: IEEE, 2006-) pp. 1099-1110 - issn: 1556-6013 - wos: WOS:000293924700020 (610) - scopus: 2-s2.0-80051734185 (857)

11573/1326364 - 2011 - An analysis on attacker actions in fingerprint-copy attack in source camera identification
Caldelli, R.; Amerini, I.; Novi, A. - 04b Atto di convegno in volume
conference: 2011 IEEE International Workshop on Information Forensics and Security, WIFS 2011 (Iguacu Falls; Brazil)
book: 2011 IEEE International Workshop on Information Forensics and Security, WIFS 2011 - (978-1-4577-1017-9)

11573/1325011 - 2010 - Estimate of PRNU noise based on different noise models for source camera identification
Amerini, I.; Caldelli, R.; Cappellini, V.; Picchioni, F.; Piva, A. - 01a Articolo in rivista
paper: INTERNATIONAL JOURNAL OF DIGITAL CRIME AND FORENSICS (Hershey, PA : IGI Pub.) pp. 21-33 - issn: 1941-6210 - wos: (0) - scopus: 2-s2.0-78650908967 (12)

11573/1325007 - 2010 - Geometric Tampering Estimation by Means of a SIFT-based Forensic Analysis
Amerini, Irene; Ballan, Lamberto; Caldelli, Roberto; Del Bimbo, Alberto; Serra, Giuseppe - 04b Atto di convegno in volume
conference: 2010 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010 (Dallas, TX; United States)
book: 2010 IEEE International Conference on Acoustics, Speech and Signal Processing - (978-1-4244-4296-6)

11573/1325009 - 2010 - A DFT-Based Analysis to Discern Between Camera and Scanned Images
Amerini, Irene; Caldelli, Roberto; Picchioni, Francesco - 01a Articolo in rivista
paper: INTERNATIONAL JOURNAL OF DIGITAL CRIME AND FORENSICS (Hershey, PA : IGI Pub.) pp. 21-29 - issn: 1941-6210 - wos: (0) - scopus: 2-s2.0-78650922328 (15)

11573/1325025 - 2010 - A DVB-MHP web browser to pursue convergence between Digital Terrestrial Television and Internet
Amerini, Irene; G., Ballocca; R., Borri; Caldelli, Roberto; Filippini, Francesco - 01a Articolo in rivista
paper: MULTIMEDIA TOOLS AND APPLICATIONS (Kluwer Academic Publishers:Journals Department, PO Box 322, 3300 AH Dordrecht Netherlands:011 31 78 6576050, EMAIL: frontoffice@wkap.nl, kluweronline@wkap.nl, INTERNET: http://www.kluwerlaw.com, Fax: 011 31 78 6576254) pp. 381-414 - issn: 1380-7501 - wos: WOS:000279698700005 (3) - scopus: 2-s2.0-77955176837 (6)

11573/1326501 - 2010 - Fast image clustering of unknown source images
Caldelli, R.; Amerini, I.; Picchioni, F.; Innocenti, M. - 04b Atto di convegno in volume
conference: 2010 IEEE International Workshop on Information Forensics and Security, WIFS 2010 (Seattle, WA; United States)
book: 2010 IEEE International Workshop on Information Forensics and Security, WIFS 2010 - (978-1-4244-9078-3)

11573/1324988 - 2009 - Analysis of Denoising Filters for Photo Response Non Uniformity Noise Extraction in Source Camera Identification
Amerini, I.; Caldelli, R.; Cappellini, V.; Picchioni, F.; Piva, A. - 04b Atto di convegno in volume
conference: DSP 2009:16th International Conference on Digital Signal Processing (Santorini; Greece)
book: 2009 16th International Conference on Digital Signal Processing - (978-142443298-1)

11573/1326343 - 2009 - Distinguishing between camera and scanned images by means of frequency analysis
Caldelli, R.; Amerini, I.; Picchioni, F. - 04b Atto di convegno in volume
conference: 2nd International Conference on Forensic Applications and Techniques in Telecommunications, Information and Multimedia, e-Forensics 2009 (Adelaide, SA; Australia)
book: Forensics in Telecommunications, Information and Multimedia - (978-3-642-02311-8; 978-3-642-02312-5)

11573/1324973 - 2009 - Multimedia forensic techniques for acquisition device identification and digital image authentication
Caldelli, R.; Amerini, I.; Picchioni, F.; De Rosa, A.; Uccheddu, F. - 02a Capitolo o Articolo
book: Handbook of Research on Computational Forensics, Digital Crime, and Investigation: Methods and Solutions - (9781605668369)

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