Android malware classification system
-
Updated
May 26, 2023 - Python
Android malware classification system
Dissertation
Pipeline for android malware classification system
Android applications extraction system - Extract static feature of list android applications
A static analysis tool for feature extraction from solid apk files
Given a library of smali files from an APK which have been manually renamed after analysis, it can take the same library from a different APK which was decompiled with proguard and by comparing the two libraries will re-name the new smali library files to match the known naming of the original.
Build ensmbled Android Malware Classifier by using stacking-like method.
MAL2 Android-Malware Detection training machine learning detection models and providing API for submitting APK files and getting them analysed
King's College London final dissertation
The general goal of this project is to build a web application based on a machine-learning algorithm that can detect fraudulent apps from the Google Play Store or other store using network features values. Demo video: https://www.loom.com/share/29b3ba0b6e644e7d8616c16f88546388
Android Malware Detection Web Application
Implemented a novel Android malware detection software using natural language processing and deep learning to extract features from the static analysis reports of the applications.
Deep Learning Research
Storehouse of scripts/code snippets corresponding to the current RnD project.
Phenax is an open source framework to test Android applications whether they are malicious or not. Using a tool called GroddDroid and machine learning algorithms this framework repeatedly runs a number of goodware and malware applications forcing a different execution path in each application in each run.
Android malware classification using both .java files and .so files
Android Malware Detection Website
Cybersecurity Data Mining Competition 2017
Cybersecurity Data Mining Competition 2016
Add a description, image, and links to the android-malware-detection topic page so that developers can more easily learn about it.
To associate your repository with the android-malware-detection topic, visit your repo's landing page and select "manage topics."