PermQRDroid: Android malware detection with novel attention layered mini-ResNet architecture over effective permission information image

PermQRDroid: Android malware detection with novel attention layered mini-ResNet architecture over effective permission information image

Background The Android operating system holds the vast majority of the market share in smart device usage worldwide. The Android operating system, which is of interest to users, is increasing its usage rate day by day due to its open source nature and free applications. Applications can be installed...

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Bibliographic Details
Main Authors: Kazım Kılıç, İbrahim Alper Doğru, Sinan Toklu
Format: Article
Language:English
Published: PeerJ Inc. 2024-10-01
Series:PeerJ Computer Science
Subjects:
Malware detection
Mobile security
Convolutional neural network
Attention mechanism
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Online Access:https://peerj.com/articles/cs-2362.pdf
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https://peerj.com/articles/cs-2362.pdf

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