18 citations · 19 across the 5 of their papers we have counts for
4 papers · 1 filter
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…
Learning to mask: Towards generalized face forgery detection
Jianwei Fei, Yunshu Dai, Huaming Wang +1
Generalizability to unseen forgery types is crucial for face forgery detectors. Recent works have made significant progress in terms of generalization by synthetic forgery data aug…
General GAN-generated image detection by data augmentation in fingerprint domain
Huaming Wang, Jianwei Fei, Yunshu Dai +2
In this work, we investigate improving the generalizability of GAN-generated image detectors by performing data augmentation in the fingerprint domain. Specifically, we first separ…