LibScout cannot detected confused apk #32

yqbboy · 2020-07-06T07:11:07Z

I downloaded an open source code from gitee (https://gitee.com/DaLianZhiYiKeJi/xpay?_from=gitee_search), and I divided it into two steps to verify the libscout test results

Step 1: I compile the downloaded code into apK, and then use libscout to analyze the apK. The result is that the SDK contained in the APK can be detected. For example, the okhttp library was successfully detected 。

Step 2:, I compiled the downloaded code into apK using ProGuard confusion, and then analyzed the apK using LibScout. The okHTTP library I just detected was not detectable.

The question is: can LibScout support this scenario after ProGuard confusion ？

Thanks。

yqbboy · 2020-07-06T07:12:16Z

First step results：

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yqbboy · 2020-07-06T07:13:03Z

Results of the second step

reddr · 2020-07-13T17:00:26Z

Well, it depends :)

There are different obfuscation and optimization methods available for ProGuard. LibScout is robust against some of these techniques. On a high level, as soon as the package/class hierarchy is modified, e.g. when packages are merged etc., the detection rate will drop significantly. The reason is that in the default settings, LibScout does not look at the bytecode and only fingerprints the hierarchy structure.

Which ProGuard settings do you use exactly?

However, with a bit of testing and experimenting it should be possible to increase the detection rate. Before I quit academia I was reworking the profiling code to allow more features inkl. code features to be used for detection. The respective code can be found in the de.infsec.tpl.hashtree package. But I haven't had time to implement new comparators that make use of more features (bytecode properties, class/methods access modifier, ..). Creating a hashtree with such modified comparators would make the detection resillient against a higher number of obfuscation/optimization techniques.

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LibScout cannot detected confused apk #32

LibScout cannot detected confused apk #32

yqbboy commented Jul 6, 2020

yqbboy commented Jul 6, 2020

yqbboy commented Jul 6, 2020

reddr commented Jul 13, 2020

LibScout cannot detected confused apk #32

LibScout cannot detected confused apk #32

Comments

yqbboy commented Jul 6, 2020

yqbboy commented Jul 6, 2020

yqbboy commented Jul 6, 2020

reddr commented Jul 13, 2020