Malware Detection Using LightGBM With a Custom Logistic Loss Function

The increased spread of malicious software (malware) through the internet remains a serious threat. Malware authors use obfuscation and deformation techniques to generate new types than can evade traditional detection methods. Hence, it is widely expected that machine learning methods can classify m...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Yun Gao, Hirokazu Hasegawa, Yukiko Yamaguchi, Hajime Shimada
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: IEEE 2022-01-01
Cyfres:IEEE Access
Pynciau:
Malware detection
machine learning
custom loss function
cost-sensitive learning
Mynediad Ar-lein:https://ieeexplore.ieee.org/document/9766102/
Tagiau: Ychwanegu Tag
Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!

Eitemau Tebyg