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== Results <sec:th-res>
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#todo[better section name for @sec:th-res]
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To study the impact of our transformation on analysis tools, we reused applications from the dataset we sampled in @sec:rasta/*-dataset*/.
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Because we are running the application on a recent version of Android (#SDK 34), we only took the most recent applications: the one collected in 2023.
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This represents #num(5000) applications over the #NBTOTALSTRING total of the initial dataset.
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@ -35,12 +33,15 @@ In some cases, the application was just broken -- for instance, an application w
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In other cases, Frida is to blame: we found some cases where calling a method from Frida can confuse the #ART.
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`protected` methods cannot be called from a class other than the one that defined the method or one of its children.
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The issue is that Frida might be considered by the #ART as another class, leading to the #ART aborting the application.
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#todo[jfl was suppose to test a few other app #emoji.eyes]
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@tab:th-dyn-visited shows the number of applications that we analysed, if we managed to start at least one activity and if we intercepted code loading or reflection.
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It also shows the average number of activities visited (when at least one activity was started).
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This average is slightly higher than 1, which seems reasonable: a lot of applications do not need more than one activity, but some do, and we did manage to explore at least some of those additional activities.
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As shown in the table, even if the application fails to start an activity, sometimes it will still load external code or use reflection.
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We later tested the applications on a real phone (model Nothing (2a), Android 15), without Frida but still using GroddRunner.
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This time, we managed to visit at least one activity for #num(2130) applications, 3 times more than in our actual experiment.
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This shows that our setup is indeed breaking applications, but also that there is still another issue we did not find: more than half of the tested applications did not display any activities at all.
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#figure({
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let nb_col = 7
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table(
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