Hybrid handwriting authentication model for online testing using a Siamese neural network and MLP
Daisuke Hayashi, Taisuke Kawamata, Tom Kano, Takako Akakura · 2020 IEEE 2nd Global Conference on Life Sciences and Technologies (LifeTech) · 2020
We propose a hybrid authentication model for online testing that combines a handwriting model using a Siamese neural network and a dynamic information model using a multilayer perceptron. The resulting hybrid authentication model obtained better accuracy than either the handwriting model alone or the dynamic information model alone.