Project artifact for:
Assessing and Improving Malware Detection Sustainability through App Evolution Studies
- Original artifact URL: https://bitbucket.org/haipeng_cai/droidspan
- Imported via
pubs2githubfrom the publications page - Downloader:
git— Cloned https://bitbucket.org/haipeng_cai/droidspan.git (740 files)
- On the Deterioration of Learning-Based Malware Detectors for Android
- Towards Sustainable Android Malware Detection
This repository was created automatically. The contents under this directory mirror what was downloaded from the original artifact link above; refer to that source for the authoritative version, licensing, and any updates.
Studying the deterioration problem of learning-based malware detection and improving the sustainability of malware classifiers.
Java code for Droidspan feature extraction: src/ (for code analysis), and scripts/ (convenience code for different steps such as instrumentation, profiling)
ML code for Droidspan: ML/
Feature extraction and ML code for Afonso as referred to in paper: afonso/
Feature extraction and ML code for DroidSieve as referred to in paper: droidsieve/
Feature extraction and ML code for MamaDroid as referred to in paper: mama/
Feature extraction and ML code for MudFlow as referred to in paper: mudflow/
Feature extraction and ML code for RevealDroid as referred to in paper: revealdroid/
Benchmarks: ML/samplelists