2 papers
cs.LG2022
Component-Wise Natural Gradient Descent -- An Efficient Neural Network Optimization
Tran Van Sang, Mhd Irvan, Rie Shigetomi Yamaguchi +1
Natural Gradient Descent (NGD) is a second-order neural network training that preconditions the gradient descent with the inverse of the Fisher Information Matrix (FIM). Although N…
cs.CR2019
Influences of Human Demographics, Brand Familiarity and Security Backgrounds on Homograph Recognition
Tran Phuong Thao, Yukiko Sawaya, Hoang-Quoc Nguyen-Son +4
Homograph attack is a way that attackers deceive victims about which website domain name they are communicating with by exploiting the fact that many characters look alike. The att…