DroidMalwareDetector: A novel Android malware detection framework based on convolutional neural network
Expert Systems with Applications（2022）
摘要
•The accuracy of the proposed model was calculated as high as 0.9.•A novel 1-dimensional CNN model was proposed.•The features were automatically selected thanks to the proposed model.•The experiments were conducted on the de facto datasets.•We shed light on the insights of Android malware through the conducted experiments.
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关键词
Deep learning,convolutional neural network,android malware,malware image,android malware detection,APK to image.
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