Research on Detecting AI-Generated Forged Handwritten Signatures via Data-Efficient Image Transformers

Handwritten signature verification, a behavioral physiological biometric, is widely accepted in legal and social practices. However, the advent of artificial intelligence (AI) and its application in handwriting synthesis, known as AI-generated content (AIGC), has introduced a new security threat: AI...

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Bibliographic Details
Published in:	IEEE Access
Main Authors:	Yanli Hao, Zuyang Zheng
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Subjects:	AI-generated forged handwritten signatures offline signature verification DeiT model knowledge distillation
Online Access:	https://ieeexplore.ieee.org/document/10824774/

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