Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Paolo Bestagini

Forensic Analysis of Video Files Using Metadata


May 13, 2021
Ziyue Xiang, János Horváth, Sriram Baireddy, Paolo Bestagini, Stefano Tubaro, Edward J. Delp


  Access Paper or Ask Questions

What's wrong with this video? Comparing Explainers for Deepfake Detection


May 12, 2021
Samuele Pino, Mark James Carman, Paolo Bestagini

* 8 pages, 12 figures 

  Access Paper or Ask Questions

Anti-Aliasing Add-On for Deep Prior Seismic Data Interpolation


Jan 27, 2021
Francesco Picetti, Vincenzo Lipari, Paolo Bestagini, Stefano Tubaro


  Access Paper or Ask Questions

DIPPAS: A Deep Image Prior PRNU Anonymization Scheme


Dec 07, 2020
Francesco Picetti, Sara Mandelli, Paolo Bestagini, Vincenzo Lipari, Stefano Tubaro


  Access Paper or Ask Questions

Training Strategies and Data Augmentations in CNN-based DeepFake Video Detection


Nov 16, 2020
Luca Bondi, Edoardo Daniele Cannas, Paolo Bestagini, Stefano Tubaro


  Access Paper or Ask Questions

Training CNNs in Presence of JPEG Compression: Multimedia Forensics vs Computer Vision


Sep 25, 2020
Sara Mandelli, Nicol├▓ Bonettini, Paolo Bestagini, Stefano Tubaro


  Access Paper or Ask Questions

FOCAL: A Forgery Localization Framework based on Video Coding Self-Consistency


Sep 04, 2020
Sebastiano Verde, Paolo Bestagini, Simone Milani, Giancarlo Calvagno, Stefano Tubaro


  Access Paper or Ask Questions

A Modified Fourier-Mellin Approach for Source Device Identification on Stabilized Videos


May 20, 2020
Sara Mandelli, Fabrizio Argenti, Paolo Bestagini, Massimo Iuliani, Alessandro Piva, Stefano Tubaro


  Access Paper or Ask Questions

On the use of Benford's law to detect GAN-generated images


Apr 16, 2020
Nicol├▓ Bonettini, Paolo Bestagini, Simone Milani, Stefano Tubaro


  Access Paper or Ask Questions

Video Face Manipulation Detection Through Ensemble of CNNs


Apr 16, 2020
Nicol├▓ Bonettini, Edoardo Daniele Cannas, Sara Mandelli, Luca Bondi, Paolo Bestagini, Stefano Tubaro


  Access Paper or Ask Questions

CNN-based fast source device identification


Jan 31, 2020
Sara Mandelli, Davide Cozzolino, Paolo Bestagini, Luisa Verdoliva, Stefano Tubaro


  Access Paper or Ask Questions

We Need No Pixels: Video Manipulation Detection Using Stream Descriptors


Jun 20, 2019
David G├╝era, Sriram Baireddy, Paolo Bestagini, Stefano Tubaro, Edward J. Delp

* 7 pages, 6 figures, presented at the ICML 2019 Worksop on Synthetic Realities: Deep Learning for Detecting AudioVisual Fakes 

  Access Paper or Ask Questions

An In-Depth Study on Open-Set Camera Model Identification


Apr 11, 2019
Pedro Ribeiro Mendes J├║nior, Luca Bondi, Paolo Bestagini, Stefano Tubaro, Anderson Rocha

* soon will be submitted to a journal 

  Access Paper or Ask Questions

Interpolation and Denoising of Seismic Data using Convolutional Neural Networks


Jan 23, 2019
Sara Mandelli, Vincenzo Lipari, Paolo Bestagini, Stefano Tubaro


  Access Paper or Ask Questions

Landmine Detection Using Autoencoders on Multi-polarization GPR Volumetric Data


Oct 02, 2018
Paolo Bestagini, Federico Lombardi, Maurizio Lualdi, Francesco Picetti, Stefano Tubaro

* https://github.com/polimi-ispl/landmine_detection_autoencoder 

  Access Paper or Ask Questions

A Counter-Forensic Method for CNN-Based Camera Model Identification


May 06, 2018
David G├╝era, Yu Wang, Luca Bondi, Paolo Bestagini, Stefano Tubaro, Edward J. Delp

* Presented at the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Workshop on Media Forensics 

  Access Paper or Ask Questions

Reliability Map Estimation For CNN-Based Camera Model Attribution


May 04, 2018
David G├╝era, Sri Kalyan Yarlagadda, Paolo Bestagini, Fengqing Zhu, Stefano Tubaro, Edward J. Delp

* Presented at the IEEE Winter Conference on Applications of Computer Vision (WACV18) 

  Access Paper or Ask Questions

Satellite Image Forgery Detection and Localization Using GAN and One-Class Classifier


Feb 13, 2018
Sri Kalyan Yarlagadda, David G├╝era, Paolo Bestagini, Fengqing Maggie Zhu, Stefano Tubaro, Edward J. Delp

* Presented at the IS&T International Symposium on Electronic Imaging (EI) 

  Access Paper or Ask Questions

First Steps Toward Camera Model Identification with Convolutional Neural Networks


Sep 26, 2017
Luca Bondi, Luca Baroffio, David G├╝era, Paolo Bestagini, Edward J. Delp, Stefano Tubaro


  Access Paper or Ask Questions

Spotting the Difference: Context Retrieval and Analysis for Improved Forgery Detection and Localization


May 01, 2017
Joel Brogan, Paolo Bestagini, Aparna Bharati, Allan Pinto, Daniel Moreira, Kevin Bowyer, Patrick Flynn, Anderson Rocha, Walter Scheirer

* 5 pages, 5 figures 

  Access Paper or Ask Questions