Benedetta Tondi

research

∙ 07/19/2023

A Siamese-based Verification System for Open-set Architecture Attribution of Synthetic Images

Despite the wide variety of methods developed for synthetic image attrib...

0 Lydia Abady, et al. ∙

research

∙ 04/11/2023

Open Set Classification of GAN-based Image Manipulations via a ViT-based Hybrid Architecture

Classification of AI-manipulated content is receiving great attention, f...

0 Jun Wang, et al. ∙

research

∙ 01/11/2023

Universal Detection of Backdoor Attacks via Density-based Clustering and Centroids Analysis

In this paper, we propose a Universal Defence based on Clustering and Ce...

0 Wei Guo, et al. ∙

research

∙ 11/24/2022

CycleGANWM: A CycleGAN watermarking method for ownership verification

Due to the proliferation and widespread use of deep neural networks (DNN...

0 Dongdong Lin, et al. ∙

research

∙ 09/19/2022

An Overview on the Generation and Detection of Synthetic and Manipulated Satellite Images

Due to the reduction of technological costs and the increase of satellit...

0 Lydia Abady, et al. ∙

research

∙ 09/07/2022

Supervised GAN Watermarking for Intellectual Property Protection

We propose a watermarking method for protecting the Intellectual Propert...

0 Jianwei Fei, et al. ∙

research

∙ 09/02/2022

Which country is this picture from? New data and methods for DNN-based country recognition

Predicting the country where a picture has been taken from has many pote...

6 Omran Alamayreh, et al. ∙

research

∙ 08/23/2022

Robust DNN Watermarking via Fixed Embedding Weights with Optimized Distribution

Watermarking has been proposed as a way to protect the Intellectual Prop...

0 Benedetta Tondi, et al. ∙

research

∙ 06/02/2022

A temporal chrominance trigger for clean-label backdoor attack against anti-spoof rebroadcast detection

We propose a stealthy clean-label video backdoor attack against Deep Lea...

0 Wei Guo, et al. ∙

research

∙ 05/14/2022

An Architecture for the detection of GAN-generated Flood Images with Localization Capabilities

In this paper, we address a new image forensics task, namely the detecti...

7 Jun Wang, et al. ∙

research

∙ 11/16/2021

An Overview of Backdoor Attacks Against Deep Neural Networks and Possible Defences

Together with impressive advances touching every aspect of our society, ...

16 Wei Guo, et al. ∙

research

∙ 05/01/2021

A Master Key Backdoor for Universal Impersonation Attack against DNN-based Face Verification

We introduce a new attack against face verification systems based on Dee...

0 Wei Guo, et al. ∙

research

∙ 02/02/2021

Image Splicing Detection, Localization and Attribution via JPEG Primary Quantization Matrix Estimation and Clustering

Detection of inconsistencies of double JPEG artefacts across different i...

4 Yakun Niu, et al. ∙

research

∙ 12/28/2020

Spread-Transform Dither Modulation Watermarking of Deep Neural Network

DNN watermarking is receiving an increasing attention as a suitable mean...

0 Yue Li, et al. ∙

research

∙ 12/01/2020

Boosting CNN-based primary quantization matrix estimation of double JPEG images via a classification-like architecture

The problem of estimation of the primary quantization matrix in double J...

4 Benedetta Tondi, et al. ∙

research

∙ 05/12/2020

Increased-confidence adversarial examples for improved transferability of Counter-Forensic attacks

Transferability of adversarial examples is a key issue to study the secu...

0 Wenjie Li, et al. ∙

research

∙ 03/26/2020

On the adversarial robustness of DNNs based on error correcting output codes

Adversarial examples represent a great security threat for deep learning...

0 Bowen Zhang, et al. ∙

research

∙ 12/29/2019

Copy Move Source-Target Disambiguation through Multi-Branch CNNs

We propose a method to identify the source and target regions of a copy-...

17 Mauro Barni, et al. ∙

research

∙ 10/01/2019

Attacking CNN-based anti-spoofing face authentication in the physical domain

In this paper, we study the vulnerability of anti-spoofing methods based...

0 Bowen Zhang, et al. ∙

research

∙ 06/03/2019

CNN-based Steganalysis and Parametric Adversarial Embedding: a Game-Theoretic Framework

CNN-based steganalysis has recently achieved very good performance in de...

0 Xiaoyu Shi, et al. ∙

research

∙ 02/22/2019

Improving the Security of Image Manipulation Detection through One-and-a-half-class Multiple Classification

Protecting image manipulation detectors against perfect knowledge attack...

0 Mauro Barni, et al. ∙

research

∙ 02/12/2019

A new Backdoor Attack in CNNs by training set corruption without label poisoning

Backdoor attacks against CNNs represent a new threat against deep learni...

0 Mauro Barni, et al. ∙

research

∙ 11/05/2018

On the Transferability of Adversarial Examples Against CNN-Based Image Forensics

Recent studies have shown that Convolutional Neural Networks (CNN) are r...

0 Mauro Barni, et al. ∙

research

∙ 05/29/2018

CNN-Based Detection of Generic Constrast Adjustment with JPEG Post-processing

Detection of contrast adjustments in the presence of JPEG postprocessing...

0 Mauro Barni, et al. ∙

research

∙ 05/08/2018

An Improved Statistic for the Pooled Triangle Test against PRNU-Copy Attack

We propose a new statistic to improve the pooled version of the triangle...

0 Mauro Barni, et al. ∙

research

∙ 02/08/2018

Detection Games Under Fully Active Adversaries

We study a binary hypothesis testing problem in which a defender must de...

0 Benedetta Tondi, et al. ∙

research

∙ 02/02/2018

Secure Detection of Image Manipulation by means of Random Feature Selection

We address the problem of data-driven image manipulation detection in th...

0 Zhipeng Chen, et al. ∙

research

∙ 08/02/2017

Aligned and Non-Aligned Double JPEG Detection Using Convolutional Neural Networks

Due to the wide diffusion of JPEG coding standard, the image forensic co...

0 Mauro Barni, et al. ∙

research

∙ 03/27/2017

Adversarial Source Identification Game with Corrupted Training

We study a variant of the source identification game with training data ...

0 Mauro Barni, et al. ∙

Benedetta Tondi

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