DroidBox is a dynamic analysis framework designed for Android applications that provides comprehensive behavioral monitoring and analysis capabilities. The tool captures and analyzes various aspects of Android application behavior during runtime execution, including network communications, file system operations, service activities, and security-related events. Key analysis features include: - Hash generation for analyzed packages - Network traffic monitoring for incoming and outgoing data - File read and write operation tracking - Service startup and DexClassLoader class loading detection - Information leak identification through network, file, and SMS channels - Permission circumvention detection - Cryptographic operation monitoring using Android API - Broadcast receiver enumeration - SMS and phone call activity logging The framework generates two visualization graphs to represent application behavior: - Temporal operation sequence visualization showing the chronological order of activities - Treemap visualization for comparing behavioral similarities between analyzed packages DroidBox requires the Android SDK and Python libraries (pylab and matplotlib) for operation. The tool has been tested on Linux and Mac OS platforms and provides export functionality for SDK tools and platform-tools paths.