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I want to analyse security of android app by monitoring its behaviour on runtime. I need to monitor variables modifications, accesses and api calls while android app is running on the device. I tried to do this by JPDA framework and wrote my custom debugger. I succeeded in doing above task upto some extent but I am not moving any further due to some limitations in JPDA. Is there any method/tool available to do above tasks where I can also write my own logic to check security using above basic building blocks ?

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You can try Frida it is an amazing dynamic instrumentation toolkit for developers, reverse-engineers, and security researchers. You can analyze the behavior of the application and run-time and you can easily perform run-time analysis using it.

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