mayankmetha/MTech-Project-Phase1-Android-Malware-Detection

MTech Project Phase 1 Snapshot

Download dataset:
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1) Malware use Drebin and add the files to 
Dataset/malware/raw
2) Goodware use AndroZoo (Command line script:
 az -n 6000 -m play.google.com -vt 0:0 -o 
<output folder> -t 4 -i <androzoo.csv> -k 
<api key>) and add the files to 
Dataset/goodware/raw
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Install:
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Run: pip3 install -r Docs/pip3_requirements.txt
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Build Data Set:
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1) Run ApkFeatureManifestExtract.py
2) Run ApkDexFeatureExtract.py
3) Run ApkFeaatureStitch.py
4) Run step 1 to 3 on malware and goodware data
5) Run csvGenerator.ipynb
6) Run csvTOHdf.ipynb
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Train the model:
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Run train.ipynb
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Setup & Run MiddleWare:
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1) Install NodeJS
2) run npm install
3) run npm start
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Setup Firebase:
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1) Create a new Firebase project
2) Copy the web app api keys
3) Paste the api keys in the web app html files.
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Launch Runtime:
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Open localhost:8080 on a web browser
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Datasets Credits:
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1) Drebin
2) AndroZoo
3) PScout
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