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A Malware Classification Algorithm Based on Multiple Data Augmentation and Transfer Learning Using Pretrained Image Classification Models

Jun Yan Jian Liu Wei Wang

通信与信息网络学报（英文）2025，Vol.10Issue(4)：414-424,11.

A Malware Classification Algorithm Based on Multiple Data Augmentation and Transfer Learning Using Pretrained Image Classification Models

Jun Yan ¹Jian Liu ¹Wei Wang²

作者信息

1. College of Telecommunications and Information Engineer-ing,Nanjing University of Posts and Telecommunications,Nanjing 210003,China
2. Pengcheng Laboratory,Shenzhen 518000,China
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摘要

关键词

malware classification/data augmentation/deep learning/transfer learning/feature fusion

Key words

malware classification/data augmentation/deep learning/transfer learning/feature fusion

引用本文复制引用

Jun Yan,Jian Liu,Wei Wang..A Malware Classification Algorithm Based on Multiple Data Augmentation and Transfer Learning Using Pretrained Image Classification Models[J].通信与信息网络学报（英文）,2025,10(4):414-424,11.

基金项目

This work was supported by the National Key Research and Development Program of China under Grant 2020YFA0711400. （）

通信与信息网络学报（英文）

ISSN：2096-1081

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