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Found 5 papers, 2 papers with code
Mixer: DNN Watermarking using Image Mixup
It is crucial to protect the intellectual property rights of DNN models prior to their deployment.
ROSE: A RObust and SEcure DNN Watermarking
Protecting the Intellectual Property rights of DNN models is of primary importance prior to their deployment.
CNN Detection of GAN-Generated Face Images based on Cross-Band Co-occurrences Analysis
Last-generation GAN models allow to generate synthetic images which are visually indistinguishable from natural ones, raising the need to develop tools to distinguish fake and natural images thus contributing to preserve the trustworthiness of digital images.
A new Backdoor Attack in CNNs by training set corruption without label poisoning
In this paper we present a new backdoor attack without label poisoning Since the attack works by corrupting only samples of the target class, it has the additional advantage that it does not need to identify beforehand the class of the samples to be attacked at test time.
On the Transferability of Adversarial Examples Against CNN-Based Image Forensics
In this paper, we investigate if attack transferability also holds in image forensics applications.
Cryptography and Security
