Ensemble-Based Biometric Verification: Defending Against Multi-Strategy Deepfake Image Generation

Ensemble-Based Biometric Verification: Defending Against Multi-Strategy Deepfake Image Generation

Deepfake images, synthetic images created using digital software, continue to present a serious threat to online platforms. This is especially relevant for biometric verification systems, as deepfakes that attempt to bypass such measures increase the risk of impersonation, identity theft and scams....

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Bibliographic Details
Main Authors: Hilary Zen, Rohan Wagh, Miguel Wanderley, Gustavo Bicalho, Rachel Park, Megan Sun, Rafael Palacios, Lucas Carvalho, Guilherme Rinaldo, Amar Gupta
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Computers
Subjects:
deepfakes
biometric verification systems
generalization
ensemble learning
deepfake detection model
Online Access:https://www.mdpi.com/2073-431X/14/6/225
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https://www.mdpi.com/2073-431X/14/6/225

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