Generated or Not Generated (GNG): The Importance of Background in the Detection of Fake Images
Marco Tanfoni,
Elia Giuseppe Ceroni,
Sara Marziali
et al.
Abstract:Facial biometrics are widely used to reliably and conveniently recognize people in photos, in videos, or from real-time webcam streams. It is therefore of fundamental importance to detect synthetic faces in images in order to reduce the vulnerability of biometrics-based security systems. Furthermore, manipulated images of faces can be intentionally shared on social media to spread fake news related to the targeted individual. This paper shows how fake face recognition models may mainly rely on the information … Show more
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