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Social network analysis and convolution neural network are applied to classify android application. Mining malicious application behavior by grad-cam. 提取APK文件调用图,利用社交网络算法将调用图转换为图像,用卷积神经网络进行分类训练,并利用grad-cam算法挖掘恶意软件行为。

Python 97.74% Shell 2.26%
android classification cnn-for-visual-recognition grad-cam malware python pytorch social-network

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求教!

您好,感谢您公开您的代码,我是东北大学的一名在读研究生,目前刚开始安卓恶意软件检测方向的研究,所以找到了您的代码来研读。
您的代码里有些文件地址中有“zhangxin”,我找到了您在2020年12月发表的论文,仔细的研读了一下,可是还是存在一些问题
我尝试运行您的代码遇到了一些困难,苦思冥想许久也没有解决,所以想要向您请教一下。
在Main_new.py中,有这么一段代码
# 加载模型 model = AlexNet() model.load("CNN/pth/AlexNet.pth") model.eval()
我在运行这个python程序时总是会提醒"CNN/pth/AlexNet.pth"找不到,事实上在您的文件里也并没有这个文件,所以这个文件是由其他的函数生成的吗?

[email protected]这是我的邮箱,若是您方便的话,恳请您抽出时间为我解惑,感谢!~

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