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...

Full description

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/

Internet

https://ieeexplore.ieee.org/document/10824774/

Similar Items