Skyld-Labs/ModelHunter
🔧 ToolSkyld-Labs
A specialized pipeline for extracting and analyzing machine learning models embedded within Android applications.
ModelHunter serves as a critical utility for security researchers and AI auditors focusing on the mobile ecosystem. As machine learning models are increasingly integrated into Android applications for features like image processing, voice recognition, and predictive analytics, the need for auditing these edge-deployed models has grown. ModelHunter automates the complex task of locating, decompressing, and extracting these model files from within Android application packages.
Technically, the tool leverages Python to navigate the structure of APKs, identifying common model formats such as TensorFlow Lite (.tflite) or other deep learning artifacts. By providing a structured pipeline, it reduces the manual overhead typically associated with reverse engineering mobile binaries. This allows users to perform further analysis, such as model inversion attacks, intellectual property verification, or security assessments of the model's architecture and weights. It is an essential component for those investigating the security posture of AI-driven mobile applications.
💡Highlights
- ├─Automated APK model extraction
- ├─Supports edge-deployed AI analysis
- └─Python-based modular pipeline
🎯For
- ├─Security Researchers
- ├─Mobile App Developers
- └─AI Auditors