Litcius/Paper detail

MalSort: Lightweight and efficient image-based malware classification using masked self-supervised framework with Swin Transformer

Fangwei Wang, Xipeng Shi, Fang Yang, Ruixin Song, Qingru Li, Zhiyuan Tan, Changguang Wang

2024Journal of Information Security and Applications18 citationsDOI

Topics & Concepts

MalwareComputer scienceTransformerArtificial intelligencePattern recognition (psychology)Machine learningOperating systemEngineeringElectrical engineeringVoltageAdvanced Malware Detection TechniquesAdversarial Robustness in Machine LearningNetwork Security and Intrusion Detection
MalSort: Lightweight and efficient image-based malware classification using masked self-supervised framework with Swin Transformer | Litcius