Francesco Marra | DeepAI

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Featured Co-authors

Luisa Verdoliva
37 publications
Davide Cozzolino
24 publications
Giovanni Poggi
19 publications
Cristiano Saltori
11 publications
Diego Gragnaniello
8 publications
Giulia Boato
7 publications

∙ 01/17/2020

Combining PRNU and noiseprint for robust and efficient device source identification

PRNU-based image processing is a key asset in digital multimedia forensi...

0 Davide Cozzolino, et al. ∙

∙ 10/03/2019

Incremental learning for the detection and classification of GAN-generated images

Current developments in computer vision and deep learning allow to autom...

0 Francesco Marra, et al. ∙

∙ 09/15/2019

A Full-Image Full-Resolution End-to-End-Trainable CNN Framework for Image Forgery Detection

Due to limited computational and memory resources, current deep learning...

24 Francesco Marra, et al. ∙

∙ 02/20/2019

Perceptual Quality-preserving Black-Box Attack against Deep Learning Image Classifiers

Deep neural networks provide unprecedented performance in all image clas...

0 Diego Gragnaniello, et al. ∙

∙ 12/31/2018

Do GANs leave artificial fingerprints?

In the last few years, generative adversarial networks (GAN) have shown ...

0 Francesco Marra, et al. ∙

∙ 08/25/2018

Analysis of adversarial attacks against CNN-based image forgery detectors

With the ubiquitous diffusion of social networks, images are becoming a ...

0 Diego Gragnaniello, et al. ∙

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