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09/21/2023
Information Forensics and Security: A quarter-century-long journey
Information Forensics and Security (IFS) is an active R D area whose g...
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09/14/2023
M3Dsynth: A dataset of medical 3D images with AI-generated local manipulations
The ability to detect manipulated visual content is becoming increasingl...
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04/13/2023
Intriguing properties of synthetic images: from generative adversarial networks to diffusion models
Detecting fake images is becoming a major goal of computer vision. This ...
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02/26/2023
Learning Pairwise Interaction for Generalizable DeepFake Detection
A fast-paced development of DeepFake generation techniques challenge the...
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12/21/2022
TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization
In this paper we present TruFor, a forensic framework that can be applie...
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11/25/2022
Training Data Improvement for Image Forgery Detection using Comprint
Manipulated images are a threat to consumers worldwide, when they are us...
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11/01/2022
On the detection of synthetic images generated by diffusion models
Over the past decade, there has been tremendous progress in creating syn...
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10/18/2022
How to Boost Face Recognition with StyleGAN?
State-of-the-art face recognition systems require huge amounts of labele...
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10/05/2022
Comprint: Image Forgery Detection and Localization using Compression Fingerprints
Manipulation tools that realistically edit images are widely available, ...
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09/28/2022
Deepfake audio detection by speaker verification
Thanks to recent advances in deep learning, sophisticated generation too...
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04/06/2022
Audio-Visual Person-of-Interest DeepFake Detection
Face manipulation technology is advancing very rapidly, and new methods ...
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12/16/2021
Forensic Analysis of Synthetically Generated Scientific Images
The widespread diffusion of synthetically generated content is a serious...
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12/10/2020
Deep learning methods for SAR image despeckling: trends and perspectives
Synthetic aperture radar (SAR) images are affected by a spatially-correl...
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12/04/2020
ID-Reveal: Identity-aware DeepFake Video Detection
State-of-the-art DeepFake forgery detectors are trained in a supervised ...
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10/31/2020
Deep learning in the ultrasound evaluation of neonatal respiratory status
Lung ultrasound imaging is reaching growing interest from the scientific...
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01/31/2020
CNN-based fast source device identification
Source identification is an important topic in image forensics, since it...
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01/18/2020
Media Forensics and DeepFakes: an overview
With the rapid progress of recent years, techniques that generate and ma...
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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...
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11/27/2019
SpoC: Spoofing Camera Fingerprints
Thanks to the fast progress in synthetic media generation, creating real...
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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...
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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...
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02/20/2019
Perceptual Quality-preserving Black-Box Attack against Deep Learning Image Classifiers
Deep neural networks provide unprecedented performance in all image clas...
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01/25/2019
FaceForensics++: Learning to Detect Manipulated Facial Images
The rapid progress in synthetic image generation and manipulation has no...
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12/31/2018
Do GANs leave artificial fingerprints?
In the last few years, generative adversarial networks (GAN) have shown ...
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12/06/2018
ForensicTransfer: Weakly-supervised Domain Adaptation for Forgery Detection
Distinguishing fakes from real images is becoming increasingly difficult...
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11/28/2018
Guided patch-wise nonlocal SAR despeckling
We propose a new method for SAR image despeckling which leverages inform...
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11/05/2018
Facing Device Attribution Problem for Stabilized Video Sequences
A problem deeply investigated by multimedia forensics researchers is the...
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08/29/2018
Camera-based Image Forgery Localization using Convolutional Neural Networks
Camera fingerprints are precious tools for a number of image forensics t...
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08/25/2018
Analysis of adversarial attacks against CNN-based image forgery detectors
With the ubiquitous diffusion of social networks, images are becoming a ...
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08/25/2018
Noiseprint: a CNN-based camera model fingerprint
Forensic analyses of digital images rely heavily on the traces of in-cam...
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03/24/2018
FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces
With recent advances in computer vision and graphics, it is now possible...
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03/14/2017
A PatchMatch-based Dense-field Algorithm for Video Copy-Move Detection and Localization
We propose a new algorithm for the reliable detection and localization o...
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03/14/2017
Recasting Residual-based Local Descriptors as Convolutional Neural Networks: an Application to Image Forgery Detection
Local descriptors based on the image noise residual have proven extremel...
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09/11/2015
A reliable order-statistics-based approximate nearest neighbor search algorithm
We propose a new algorithm for fast approximate nearest neighbor search ...
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08/01/2015
Land Use Classification in Remote Sensing Images by Convolutional Neural Networks
We explore the use of convolutional neural networks for the semantic cla...
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11/27/2013
Image forgery detection based on the fusion of machine learning and block-matching methods
Dense local descriptors and machine learning have been used with success...
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11/27/2013