Regularization of optic flow estimates by means of weighted vector median filtering. - Luciano Alparone; Mauro Barni; Franco Bartolini; Roberto Caldelli (IEEE Trans. Image Process., 1999)

Copyright Protection of Cultural Heritage Multimedia Data through Digital Watermarking Techniques. - Vito Cappellini; Franco Bartolini; Roberto Caldelli; A. De Rosa; A. Piva; Mauro Barni; M. Wada (DEXA Workshop, 2000)

Performance comparison of adaptively weighted scalar and vector median filtering for postprocessing of optical flow fields. - Luciano Alparone; Franco Bartolini; Massimo Bianchini; Roberto Caldelli (Electronic Imaging: Nonlinear Image Processing, 2000)

A robust frame-based technique for video watermarking. - Roberto Caldelli; Mauro Barni; Franco Bartolini; Alessandro Piva (EUSIPCO, 2000)

Geometric-Invariant Robust Watermarking through Constellation Matching in the Frequency Domain. - Roberto Caldelli; Mauro Barni; Franco Bartolini; Alessandro Piva (ICIP, 2000)

A DWT-Based Object Watermarking System for MPEG-4 Video Streams. - Alessandro Piva; Roberto Caldelli; Alessia De Rosa (ICIP, 2000)

Robust Frame-Based Watermarking For Digital Video. - Vito Cappellini; Franco Bartolini; Roberto Caldelli; Alessia De Rosa; Alessandro Piva; Mauro Barni (DEXA Workshop, 2001)

Electronic IPR (eIPR) Management Technologies. - Franco Bartolini; Roberto Caldelli; Vito Cappellini (ICHIM (2), 2001)

Direct estimate of motion parameters by means of Markov random fields. - Franco Bartolini; Roberto Caldelli; Vittorio Romagnoli (ICIP (2), 2001)

MPEG-4 Video Data Protection for Internet Distribution. - Franco Bartolini; Vito Cappellini; Roberto Caldelli; Alessia De Rosa; Alessandro Piva; Mauro Barni (IWDC, 2001)

Fast optimum decoding for nonadditive readable watermarking. - Riccardo Baitello; Mauro Barni; Franco Bartolini; Roberto Caldelli; Alessia De Rosa (Security and Watermarking of Multimedia Contents, 2001)

Metadata hiding tightly binding information to content. - Roberto Caldelli; Franco Bartolini; Vito Cappellini (Dublin Core Conference, 2002)

Standard Metadata Embedding in a Digital Image. - Roberto Caldelli; Franco Bartolini; Vito Cappellini (DEXA Workshops, 2003)

A New Self-Recovery Technique for Image Authentication. - Roberto Caldelli; Franco Bartolini; Vito Cappellini; Alessandro Piva; Mauro Barni (VLBV, 2003)

Joint near-lossless watermarking and compression for the authentication of remote sensing images. - Roberto Caldelli; Giovanni Macaluso; Mauro Barni; Enrico Magli (IGARSS, 2004)

Data hiding for error concealment in H.264/AVC. - Alessandro Piva; Roberto Caldelli; Francesco Filippini (MMSP, 2004)

Near-lossless image authentication transparent to near-lossless coding. - Roberto Caldelli; Giovanni Macaluso; Franco Bartolini; Mauro Barni (Security, Steganography, and Watermarking of Multimedia Contents, 2004)

An Algorithm for Motion Parameter Direct Estimate. - Roberto Caldelli; Franco Bartolini; Vittorio Romagnoli (EURASIP J. Adv. Signal Process., 2004)

Labelling and Authentication for Medical Imaging Through Data Hiding. - Alessia De Rosa; Roberto Caldelli; Alessandro Piva (GfKl, 2005)

Effectiveness of ST-DM Watermarking Against Intra-video Collusion. - Roberto Caldelli; Alessandro Piva; Mauro Barni; Andrea Carboni (IWDW, 2005)

Coping with local geometric attacks by means of optic-flow-based resynchronization for robust watermarking. - Roberto Caldelli; Alessia De Rosa; Rudy Becarelli; Mauro Barni (Security, Steganography, and Watermarking of Multimedia Contents, 2005)

Self Recovery Authentication Of Images In The Dwt Domain. - Alessandro Piva; Franco Bartolini; Roberto Caldelli (Int. J. Image Graph., 2005)

Joint near-lossless compression and watermarking of still images for authentication and tamper localization. - Roberto Caldelli; Francesco Filippini; Mauro Barni (Signal Process. Image Commun., 2006)

Virtual Restoration and Protection of Cultural Heritage Images. - Andrea Del Mastio; Vito Cappellini; Roberto Caldelli; Alessia De Rosa; Alessandro Piva (DSP, 2007)

Detection of malevolent changes in digital video for forensic applications. - N. Mondaini; Roberto Caldelli; Alessandro Piva; Mauro Barni; Vito Cappellini (Security, Steganography, and Watermarking of Multimedia Contents, 2007)

Distinguishing between Camera and Scanned Images by Means of Frequency Analysis. - Roberto Caldelli; Irene Amerini; Francesco Picchioni (e-Forensics, 2009)

Analysis of denoising filters for photo response non uniformity noise extraction in source camera identification. - Irene Amerini; Roberto Caldelli; Vito Cappellini; Francesco Picchioni; Alessandro Piva (DPS, 2009)

Integration between Digital Terrestrial Television and Internet by Means of a DVB-MHP Web Browser. - Irene Amerini; Roberto Caldelli; Rudy Becarelli; Francesco Filippini; Giovanni Ballocca; Roberto Borri (WEBIST, 2009)

Geometric tampering estimation by means of a SIFT-based forensic analysis. - Irene Amerini; Lamberto Ballan; Roberto Caldelli; Alberto Del Bimbo; Giuseppe Serra 001 (ICASSP, 2010)

Reversible watermarking for image integrity verification in hierarchical PACS. - Marco Fontani; Alessia De Rosa; Roberto Caldelli; Francesco Filippini; Alessandro Piva; Matteo Consalvo; Vito Cappellini (MM&Sec, 2010)

Fast image clustering of unknown source images. - Roberto Caldelli; Irene Amerini; Francesco Picchioni; Matteo Innocenti (WIFS, 2010)

Reversible Watermarking Techniques: An Overview and a Classification. - Roberto Caldelli; Francesco Filippini; Rudy Becarelli (EURASIP J. Inf. Secur., 2010)

Estimate of PRNU Noise Based on Different Noise Models for Source Camera Identification. - Irene Amerini; Roberto Caldelli; Vito Cappellini; Francesco Picchioni; Alessandro Piva (Int. J. Digit. Crime Forensics, 2010)

A DFT-Based Analysis to Discern Between Camera and Scanned Images. - Roberto Caldelli; Irene Amerini; Francesco Picchioni (Int. J. Digit. Crime Forensics, 2010)

Electronic Voting by Means of Digital Terrestrial Television The Infrastructure, Security Issues and a Real Test-bed. - Roberto Caldelli; Rudy Becarelli; Francesco Filippini; Francesco Picchioni; Riccardo Giorgetti (Int. J. E Adopt., 2010)

A DVB-MHP web browser to pursue convergence between Digital Terrestrial Television and Internet. - Irene Amerini; Giovanni Ballocca; Rudy Becarelli; Roberto Borri; Roberto Caldelli; Francesco Filippini (Multim. Tools Appl., 2010)

Multimedia Forensic Techniques for Acquisition Device Identification and Digital Image Authentication. - Roberto Caldelli; Irene Amerini; Francesco Picchioni; Alessia De Rosa; Francesca Uccheddu (Handbook of Research on Computational Forensics, Digital Crime, and Investigation, 2010)

An analysis on attacker actions in fingerprint-copy attack in source camera identification. - Roberto Caldelli; Irene Amerini; Andrea Novi (WIFS, 2011)

A SIFT-Based Forensic Method for Copy-Move Attack Detection and Transformation Recovery. - Irene Amerini; Lamberto Ballan; Roberto Caldelli; Alberto Del Bimbo; Giuseppe Serra 001 (IEEE Trans. Inf. Forensics Secur., 2011)

On the effectiveness of local warping against SIFT-based copy-move detection. - Roberto Caldelli; Irene Amerini; Lamberto Ballan; Giuseppe Serra 001; Mauro Barni; Andrea Costanzo (ISCCSP, 2012)

SIFT keypoint removal and injection for countering matching-based image forensics. - Irene Amerini; Mauro Barni; Roberto Caldelli; Andrea Costanzo (IH&MMSec, 2013)

Removal and injection of keypoints for SIFT-based copy-move counter-forensics. - Irene Amerini; Mauro Barni; Roberto Caldelli; Andrea Costanzo (EURASIP J. Inf. Secur., 2013)

Counter-forensics of SIFT-based copy-move detection by means of keypoint classification. - Irene Amerini; Mauro Barni; Roberto Caldelli; Andrea Costanzo (EURASIP J. Image Video Process., 2013)

Copy-move forgery detection and localization by means of robust clustering with J-Linkage. - Irene Amerini; Lamberto Ballan; Roberto Caldelli; Alberto Del Bimbo; Luca Del Tongo; Giuseppe Serra 001 (Signal Process. Image Commun., 2013)

Exploiting perceptual quality issues in countering SIFT-based Forensic methods. - Irene Amerini; Federica Battisti; Roberto Caldelli; Marco Carli; Andrea Costanzo (ICASSP, 2014)

Copy-move forgery detection from printed images. - Irene Amerini; Roberto Caldelli; Alberto Del Bimbo; Andrea Di Fuccia; Luigi Saravo; Anna Paola Rizzo (Media Watermarking, Security, and Forensics, 2014)

Splicing forgeries localization through the use of first digit features. - Irene Amerini; Rudy Becarelli; Roberto Caldelli; Andrea Del Mastio (WIFS, 2014)

Blind image clustering based on the Normalized Cuts criterion for camera identification. - Irene Amerini; Roberto Caldelli; Pierluigi Crescenzi; Andrea Del Mastio; Andrea Marino 001 (Signal Process. Image Commun., 2014)

Forensic Analysis of SIFT Keypoint Removal and Injection. - Andrea Costanzo; Irene Amerini; Roberto Caldelli; Mauro Barni (IEEE Trans. Inf. Forensics Secur., 2014)

SIFT match removal and keypoint preservation through dominant orientation shift. - Roberto Caldelli; Irene Amerini; Andrea Costanzo (EUSIPCO, 2015)

Acquisition source identification through a blind image classification. - Irene Amerini; Rudy Becarelli; B. Bertini; Roberto Caldelli (IET Image Process., 2015)

Robust smartphone fingerprint by mixing device sensors features for mobile strong authentication. - Irene Amerini; Paolo Bestagini; Luca Bondi; Roberto Caldelli; Matteo Casini; Stefano Tubaro (Media Watermarking, Security, and Forensics, 2016)

Detecting adversarial example attacks to deep neural networks. - Fabio Carrara; Fabrizio Falchi; Roberto Caldelli; Giuseppe Amato 001; Roberta Fumarola; Rudy Becarelli (CBMI, 2017)

Localization of JPEG Double Compression Through Multi-domain Convolutional Neural Networks. - Irene Amerini; Tiberio Uricchio; Lamberto Ballan; Roberto Caldelli (CVPR Workshops, 2017)

The identification of mobile phones through the fingerprints of their built-in magnetometer: An analysis of the portability of the fingerprints. - Gianmarco Baldini; Gary Steri; Irene Amerini; Roberto Caldelli (ICCST, 2017)

Tracing images back to their social network of origin: A CNN-based approach. - Irene Amerini; Tiberio Uricchio; Roberto Caldelli (WIFS, 2017)

Media trustworthiness verification and event assessment through an integrated framework: a case-study. - Irene Amerini; Rudy Becarelli; Francesco Brancati; Roberto Caldelli; Gabriele Giunta; Massimiliano Leone Itria (Multim. Tools Appl., 2017)

Dealing with video source identification in social networks. - Irene Amerini; Roberto Caldelli; Andrea Del Mastio; Andrea Di Fuccia; Cristiano Molinari; Anna Paola Rizzo (Signal Process. Image Commun., 2017)

Smartphone Fingerprinting Combining Features of On-Board Sensors. - Irene Amerini; Rudy Becarelli; Roberto Caldelli; Alessio Melani; Moreno Niccolai (IEEE Trans. Inf. Forensics Secur., 2017)

Image Origin Classification Based on Social Network Provenance. - Roberto Caldelli; Rudy Becarelli; Irene Amerini (IEEE Trans. Inf. Forensics Secur., 2017)

Adversarial Examples Detection in Features Distance Spaces. - Fabio Carrara; Rudy Becarelli; Roberto Caldelli; Fabrizio Falchi; Giuseppe Amato 001 (ECCV Workshops (2), 2018)

PRNU-based Image Classification of Origin Social Network with CNN. - Roberto Caldelli; Irene Amerini; Chang-Tsun Li (EUSIPCO, 2018)

Tracking Multiple Image Sharing on Social Networks. - Quoc-Tin Phan; Giulia Boato; Roberto Caldelli; Irene Amerini (ICASSP, 2019)

Deepfake Video Detection through Optical Flow Based CNN. - Irene Amerini; Leonardo Galteri; Roberto Caldelli; Alberto Del Bimbo (ICCV Workshops, 2019)

Exploiting CNN Layer Activations to Improve Adversarial Image Classification. - Roberto Caldelli; Rudy Becarelli; Fabio Carrara; Fabrizio Falchi; Giuseppe Amato 001 (ICIP, 2019)

On the Robustness to Adversarial Examples of Neural ODE Image Classifiers. - Fabio Carrara; Roberto Caldelli; Fabrizio Falchi; Giuseppe Amato 001 (WIFS, 2019)

Social Network Identification Through Image Classification With CNN. - Irene Amerini; Chang-Tsun Li; Roberto Caldelli (IEEE Access, 2019)

Detecting Adversarial Inputs by Looking in the Black Box. - Fabio Carrara; Fabrizio Falchi; Giuseppe Amato 001; Rudy Becarelli; Roberto Caldelli (ERCIM News, 2019)

Adversarial image detection in deep neural networks. - Fabio Carrara; Fabrizio Falchi; Roberto Caldelli; Giuseppe Amato 001; Rudy Becarelli (Multim. Tools Appl., 2019)

Special issue on Deep Learning in Image and Video Forensics. - Roberto Caldelli; Marc Chaumont; Chang-Tsun Li; Irene Amerini (Signal Process. Image Commun., 2019)

Defending Neural ODE Image Classifiers from Adversarial Attacks with Tolerance Randomization. - Fabio Carrara; Roberto Caldelli; Fabrizio Falchi; Giuseppe Amato 001 (ICPR Workshops (6), 2020)

Exploiting Prediction Error Inconsistencies through LSTM-based Classifiers to Detect Deepfake Videos. - Irene Amerini; Roberto Caldelli (IH&MMSec, 2020)

Optical Flow based CNN for detection of unlearnt deepfake manipulations. - Roberto Caldelli; Leonardo Galteri; Irene Amerini; Alberto Del Bimbo (Pattern Recognit. Lett., 2021)

Local Moment Driven PVO Based Reversible Data Hiding. - Neeraj Kumar 001; Rajeev Kumar 007; Roberto Caldelli (IEEE Signal Process. Lett., 2021)

Optical Network Authentication through Rayleigh Backscattering Fingerprints of the Composing Fibers. - Pantea Nadimi Goki; Thomas Teferi Mulugeta; Nicola Sambo; Roberto Caldelli; Luca Potì (GLOBECOM, 2022)

Tuning Neural ODE Networks to Increase Adversarial Robustness in Image Forensics. - Roberto Caldelli; Fabio Carrara; Fabrizio Falchi (ICIP, 2022)

Image Watermarking Backdoor Attacks in CNN-Based Classification Tasks. - Giovanbattista Abbate; Irene Amerini; Roberto Caldelli (ICPR Workshops (4), 2022)

Cross-Forgery Analysis of Vision Transformers and CNNs for Deepfake Image Detection. - Davide Alessandro Coccomini; Roberto Caldelli; Fabrizio Falchi; Claudio Gennaro; Giuseppe Amato 001 (MAD@ICMR, 2022)

Improving the Adversarial Robustness of Neural ODE Image Classifiers by Tuning the Tolerance Parameter. - Fabio Carrara; Roberto Caldelli; Fabrizio Falchi; Giuseppe Amato 001 (Inf., 2022)

The Face Deepfake Detection Challenge. - Luca Guarnera; Oliver Giudice; Francesco Guarnera; Alessandro Ortis; Giovanni Puglisi; Antonino Barbaro Paratore; Linh M. Q. Bui; Marco Fontani; Davide Alessandro Coccomini; Roberto Caldelli; Fabrizio Falchi; Claudio Gennaro; et al. (J. Imaging, 2022)

Optical identification using physical unclonable functions. - Pantea Nadimi Goki; Stella Civelli; Emanuele Parente; Roberto Caldelli; Thomas Teferi Mulugeta; Nicola Sambo; Marco Secondini; Luca Potì (JOCN, 2022)

AIMH Lab Approaches for Deepfake Detection. - Davide Alessandro Coccomini; Roberto Caldelli; Andrea Esuli; Fabrizio Falchi; Claudio Gennaro; Nicola Messina; Giuseppe Amato 001 (Ital-IA, 2023)

Multimedia Forensics versus disinformation in images and videos: lesson learnt and new challenges. - Roberto Caldelli (MAD@ICMR, 2023)

On helping users in writing network slice intents through NLP and User Profiling. - Roberto Caldelli; Piero Castoldi; Molka Gharbaoui; Barbara Martini; M. Matarazzo; Filippo Sciarrone (NetSoft, 2023)

Adversarial Magnification to Deceive Deepfake Detection Through Super Resolution. - Davide Alessandro Coccomini; Roberto Caldelli; Giuseppe Amato 001; Fabrizio Falchi; Claudio Gennaro (PKDD/ECML Workshops (2), 2023)

On the Generalization of Deep Learning Models in Video Deepfake Detection. - Davide Alessandro Coccomini; Roberto Caldelli; Fabrizio Falchi; Claudio Gennaro (J. Imaging, 2023)

Optical Systems Identification through Rayleigh Backscattering. - Pantea Nadimi Goki; Thomas Teferi Mulugeta; Roberto Caldelli; Luca Potì (Sensors, 2023)

Deepfake Media Forensics: State of the Art and Challenges Ahead. - Irene Amerini; Mauro Barni; Sebastiano Battiato; Paolo Bestagini; Giulia Boato; Tania Sari Bonaventura; Vittoria Bruni; Roberto Caldelli; Francesco G. B. De Natale; Rocco De Nicola; Luca Guarnera; Sara Mandelli; et al. (ASONAM (Workshops), 2024)

Temporal surface frame anomalies for deepfake video detection. - Andrea Ciamarra; Roberto Caldelli; Alberto Del Bimbo (CVPR Workshops, 2024)

Exploring Strengths and Weaknesses of Super-Resolution Attack in Deepfake Detection. - Davide Alessandro Coccomini; Roberto Caldelli; Fabrizio Falchi; Claudio Gennaro; Giuseppe Amato 001 (ECCV Workshops (21), 2024)

Robustness and Generalization of Synthetic Images Detectors. - Davide Alessandro Coccomini; Roberto Caldelli; Claudio Gennaro; Giuseppe Fiameni; Giuseppe Amato 001; Fabrizio Falchi (Ital-IA, 2024)

MAD '24 Workshop: Multimedia AI against Disinformation. - Cristian Lucian Stanciu; Bogdan Ionescu; Luca Cuccovillo; Symeon Papadopoulos; Giorgos Kordopatis-Zilos; Adrian Popescu 001; Roberto Caldelli (ICMR, 2024)

Deepfake Detection by Exploiting Surface Anomalies: The Surfake Approach. - Andrea Ciamarra; Roberto Caldelli; Federico Becattini; Lorenzo Seidenari; Alberto Del Bimbo (WACV (Workshops), 2024)

Spotting fully-synthetic facial images via local camera surface frames. - Andrea Ciamarra; Roberto Caldelli; Alberto Del Bimbo (WIFS, 2024)

Deepfake Detection without Deepfakes: Generalization via Synthetic Frequency Patterns Injection. - Davide Alessandro Coccomini; Roberto Caldelli; Claudio Gennaro; Giuseppe Fiameni; Giuseppe Amato 001; Fabrizio Falchi (CoRR, 2024)

MINTIME: Multi-Identity Size-Invariant Video Deepfake Detection. - Davide Alessandro Coccomini; Giorgos Kordopatis-Zilos; Giuseppe Amato 001; Roberto Caldelli; Fabrizio Falchi; Symeon Papadopoulos; Claudio Gennaro (IEEE Trans. Inf. Forensics Secur., 2024)

MAD'25: 4th ACM International Workshop on Multimedia AI against Disinformation. - Dan-Cristian Stanciu; Bogdan Ionescu; Symeon Papadopoulos; Giorgos Kordopatis-Zilos; Adrian Popescu 001; Roberto Caldelli; Milica Gerhardt; Vera Schmitt (ICMR, 2025)

On the Generalisation Capability of Local Surface Frames in Detecting Diffusion-Based Facial Images. - Andrea Ciamarra; Roberto Caldelli; Alberto Del Bimbo (WACV (Workshops), 2025)

High-fidelity reversible data hiding using novel comprehensive rhombus predictor. - Rajeev Kumar 007; Roberto Caldelli; KokSheik Wong; Aruna Malik; Ki-Hyun Jung (Multim. Tools Appl., 2025)