IRENE AMERINI

Professore associato

email: irene.amerini@uniroma1.it

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.

Produzione scientifica

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

rivista: 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)

11573/1701894 - 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 (ita)

libro: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - (9783031510229; 9783031510236)

11573/1701891 - 2024 - Lightweight 3-D Convolutional Occupancy Networks for Virtual Object Reconstruction

Tonti, C. M.; Papa, L.; Amerini, I. - 01a Articolo in rivista

rivista: 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. 1-14 - issn: 0272-1716 - wos: (0) - scopus: 2-s2.0-85184798294 (0)

11573/1693696 - 2023 - Image Watermarking Backdoor Attacks in CNN-Based Classification Tasks

Abbate, Giovanbattista; Amerini, Irene; Caldelli, Roberto - 02a Capitolo o Articolo

libro: Rousseau, JJ., Kapralos, B. (eds) Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges. - (978-3-031-37744-0; 978-3-031-37745-7)

11573/1693704 - 2023 - Deepfakes Audio Detection Leveraging Audio Spectrogram and Convolutional Neural Networks

Amerini, I.; Wani, T. M. - 02a Capitolo o Articolo

libro: Image Analysis and Processing – ICIAP 2023: 22nd International Conference, ICIAP 2023, Udine, Italy, September 11–15, 2023, Proceedings, Part II - (978-3-031-43152-4; 978-3-031-43153-1)

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

rivista: 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

rivista: 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 (1) - 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 - 02a Capitolo o Articolo

libro: 24th International Conference on Digital Signal Processing (DSP), Rhodes (Rodos), Greece, 2023 - (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. - 02a Capitolo o Articolo

libro: Foresti, G.L., Fusiello, A., Hancock, E. (eds) Image Analysis and Processing – ICIAP 2023. ICIAP 2023. Lecture Notes in Computer Science, vol 14234. Springer, Cham. - (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

rivista: EXPERT SYSTEMS WITH APPLICATIONS (Oxford, United Kingdom: Elsevier Science Limited) pp. - - issn: 0957-4174 - wos: WOS:001023537400001 (0) - scopus: 2-s2.0-85162016647 (2)

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 - 02a Capitolo o Articolo

libro: 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

rivista: SENSORS (Basel : Molecular Diversity Preservation International (MDPI), 2001-) pp. - - issn: 1424-8220 - wos: WOS:000942409200001 (0) - 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

rivista: 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 (0) - 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

congresso: XXIX CONGRESSO Associazione Italiana di Psicologia - Sezione Sperimentale (Lucca, Italy)

libro: ATTI DEL XXIX CONGRESSO AIP - ()

11573/1693647 - 2023 - Why Don't You Speak?: A Smartphone Application to Engage Museum Visitors Through Deepfakes Creation

Zaramella, Matteo; Amerini, Irene; Russo, Paolo - 02a Capitolo o Articolo

libro: Proceedings of the 5th Workshop on analySis, Understanding and proMotion of heritAge Contents (SUMAC '23). Association for Computing Machinery, New York, NY, USA - (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

rivista: 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

congresso: 2022 International Joint Conference on Neural Networks, IJCNN 2022 (ita)

libro: 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

rivista: 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 (1) - scopus: 2-s2.0-85129532602 (3)

11573/1662842 - 2022 - Microphone Identification based on Spectral Entropy with Convolutional Neural Network

Baldini, Gianmarco; Amerini, Irene - 04b Atto di convegno in volume

congresso: IEEE International Workshop on Information Forensics and Security (WIFS) (online)

libro: 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

congresso: International Conference on Pattern Recognition 2022 (Montreal, Quebec)

libro: 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

rivista: IEEE ACCESS (Piscataway NJ: Institute of Electrical and Electronics Engineers) pp. 44881-44890 - issn: 2169-3536 - wos: WOS:000790747600001 (5) - 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

congresso: IEEE International Workshop on Metrology for the Sea Learning to Measure Sea Health Parameters (MetroSea) (Milazzo; Italy)

libro: 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

rivista: FOUNDATIONS AND TRENDS IN COMPUTER GRAPHICS AND VISION (Hanover, MA : Now Publishers, Inc., c2005-) pp. 309-457 - issn: 1572-2740 - wos: WOS:000692549000001 (8) - scopus: 2-s2.0-85113781771 (16)

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

congresso: ICASSP 2021 (Toronto; Canada)

libro: 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

rivista: JOURNAL OF IMAGING (Basel : MDPI AG, 2015-) pp. - - issn: 2313-433X - wos: WOS:000508720900001 (18) - 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

rivista: APPLIED SCIENCES (Basel: MDPI AG, 2011-) pp. 1-24 - issn: 2076-3417 - wos: WOS:000666023800001 (5) - scopus: 2-s2.0-85108871128 (3)

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

rivista: 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 (0) - scopus: 2-s2.0-85098704864 (1)

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

rivista: 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 (34) - scopus: 2-s2.0-85102966058 (49)

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

rivista: 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

rivista: EURASIP JOURNAL ON INFORMATION SECURITY (New York, NY: Hindawi Publishing Corp., -2011 Heidelberg : Springer) pp. - - issn: 2510-523X - wos: WOS:000646565400001 (27) - scopus: 2-s2.0-85105131439 (39)

11573/1494784 - 2020 - IH&MMSEC 2020 Program Chair's Welcome

Amerini, I.; Bestagini, P.; Pevny, T. - 04d Abstract in atti di convegno

congresso: 8th ACM Workshop on Information Hiding and Multimedia Security, IH and MMSec 2020 (usa)

libro: 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

congresso: 8th ACM Workshop on Information Hiding and Multimedia Security, IH and MMSec 2020 (Denver; CO USA)

libro: 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

rivista: 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

rivista: 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

rivista: IEEE ACCESS (Piscataway NJ: Institute of Electrical and Electronics Engineers) pp. 35264-35273 - issn: 2169-3536 - wos: WOS:000463452700001 (25) - scopus: 2-s2.0-85063873642 (41)

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

congresso: 32nd IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019 (Long Beach; United States)

libro: 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

congresso: The IEEE International Conference on Computer Vision (ICCV) Workshops (Seoul; Korea)

libro: 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

rivista: 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

rivista: 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

rivista: 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

congresso: 44th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 (Brighton; United Kingdom)

libro: 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

congresso: 26th European Signal Processing Conference, EUSIPCO 2018 (Rome; Italy)

libro: 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

rivista: 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 (24) - scopus: 2-s2.0-85018240143 (29)

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

rivista: 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

rivista: 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

congresso: 30th IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2017 (Honolulu; United States)

libro: 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

congresso: 9th IEEE Workshop on Information Forensics and Security (WIFS) (Ravanna; Italy)

libro: 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

congresso: 2017 International Carnahan Conference on Security Technology, ICCST 2017 (Madrid; Spain)

libro: 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

rivista: 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 (63)

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

congresso: Media Watermarking, Security, and Forensics 2016 (Hilton San Francisco, Union Square, usa)

libro: 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

rivista: 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

rivista: 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

rivista: 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

congresso: 23rd European Signal Processing Conference (EUSIPCO) (Nice; France)

libro: 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

congresso: 2014 IEEE International Workshop on Information Forensics and Security, WIFS 2014 (Atlanta; United States)

libro: 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

rivista: 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

congresso: AAFS 66th Annual Scientific Meeting 2014 (Seattle, WA; United States)

libro: 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

congresso: Media Watermarking, Security, and Forensics 2014 (San Francisco, CA; United States)

libro: 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

congresso: 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014; Florence; Italy; 4 May 2014 through 9 May 2014 (Florence; Italy)

libro: 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

rivista: IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY (New York, N.Y.: IEEE, 2006-) pp. 1450-1464 - issn: 1556-6013 - wos: WOS:000340209000010 (51) - scopus: 2-s2.0-84905716120 (73)

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

rivista: 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 (191) - scopus: 2-s2.0-84878019726 (264)

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

rivista: 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

congresso: IH&MMSec '13 Proceedings of the first ACM workshop on Information hiding and multimedia security (Montpellier; France)

libro: 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

rivista: 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

congresso: 2012 IEEE International Workshop on Information Forensics and Security (WIFS) (Tenerife; Spain)

libro: 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

congresso: 5th International Symposium on Communications, Control & Signal Processing (ISCCSP) (Rome; Italy)

libro: 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

rivista: IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY (New York, N.Y.: IEEE, 2006-) pp. 1099-1110 - issn: 1556-6013 - wos: WOS:000293924700020 (594) - scopus: 2-s2.0-80051734185 (848)

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

congresso: 2011 IEEE International Workshop on Information Forensics and Security, WIFS 2011 (Iguacu Falls; Brazil)

libro: 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

rivista: 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

congresso: 2010 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010 (Dallas, TX; United States)

libro: 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

rivista: 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

rivista: 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

congresso: 2010 IEEE International Workshop on Information Forensics and Security, WIFS 2010 (Seattle, WA; United States)

libro: 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

congresso: DSP 2009:16th International Conference on Digital Signal Processing (Santorini; Greece)

libro: 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

congresso: 2nd International Conference on Forensic Applications and Techniques in Telecommunications, Information and Multimedia, e-Forensics 2009 (Adelaide, SA; Australia)

libro: 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

libro: Handbook of Research on Computational Forensics, Digital Crime, and Investigation: Methods and Solutions - (9781605668369)