290 citations · 670 across the 44 of their papers we have counts for
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cs.CV2021
Detection of GAN-synthesized street videos
Omran Alamayreh, Mauro Barni
Research on the detection of AI-generated videos has focused almost exclusively on face videos, usually referred to as deepfakes. Manipulations like face swapping, face reenactment…
cs.CV2021★ 30 cited
A Master Key Backdoor for Universal Impersonation Attack against DNN-based Face Verification
Wei Guo, Benedetta Tondi, Mauro Barni
We introduce a new attack against face verification systems based on Deep Neural Networks (DNN). The attack relies on the introduction into the network of a hidden backdoor, whose…
cs.CV2021
VIPPrint: A Large Scale Dataset of Printed and Scanned Images for Synthetic Face Images Detection and Source Linking
Anselmo Ferreira, Ehsan Nowroozi, Mauro Barni
The possibility of carrying out a meaningful forensics analysis on printed and scanned images plays a major role in many applications. First of all, printed documents are often ass…