1 citations · 2 across the 7 of their papers we have counts for
7 papers
Robust Retraining-free GAN Fingerprinting via Personalized Normalization
Jianwei Fei, Zhihua Xia, Benedetta Tondi +1
In recent years, there has been significant growth in the commercial applications of generative models, licensed and distributed by model developers to users, who in turn use them…
Wide Flat Minimum Watermarking for Robust Ownership Verification of GANs
Jianwei Fei, Zhihua Xia, Benedetta Tondi +1
We propose a novel multi-bit box-free watermarking method for the protection of Intellectual Property Rights (IPR) of GANs with improved robustness against white-box attacks like f…
Information Forensics and Security: A quarter-century-long journey
Mauro Barni, Patrizio Campisi, Edward J. Delp +7
Information Forensics and Security (IFS) is an active R&D area whose goal is to ensure that people use devices, data, and intellectual properties for authorized purposes and to fac…
A One-Class Classifier for the Detection of GAN Manipulated Multi-Spectral Satellite Images
Lydia Abady, Giovanna Maria Dimitri, Mauro Barni
The highly realistic image quality achieved by current image generative models has many academic and industrial applications. To limit the use of such models to benign applications…
Open Set Classification of GAN-based Image Manipulations via a ViT-based Hybrid Architecture
Jun Wang, Omran Alamayreh, Benedetta Tondi +1
Classification of AI-manipulated content is receiving great attention, for distinguishing different types of manipulations. Most of the methods developed so far fail in the open-se…
Physical Realization of a Hyper Unclonable Function
Sara Nocentini, Ulrich Rührmair, Mauro Barni +2
Disordered photonic structures are promising materials for the realization of physical unclonable functions (PUF), physical objects that can overcome the limitations of conventiona…