Malware Detection Using LightGBM With a Custom Logistic Loss Function.

Yun Gao Hirokazu Hasegawa Yukiko Yamaguchi Hajime Shimada

Published in: IEEE Access (2022)

Keyphrases

loss function
malware detection
logistic regression
malicious executables
anomaly detection
support vector
domain specific
pairwise
risk minimization
learning to rank
empirical risk
reproducing kernel hilbert space
application programming interface
regularization term
hinge loss
boosting framework