: This involves examining the application's code, structure, and permissions without actually executing it. Analysts use reverse engineering tools to recreate source code and algorithms from compiled bytecode.
: A comprehensive technique that combines both static and dynamic methods. It often uses static findings to guide the execution path during dynamic testing for better code coverage. Common Analysis Tools & Frameworks
: A framework used for scanning vulnerabilities in Android applications. Modern Trends: AI and Machine Learning Android Malware and Analysis - ResearchGate
: A tracking system that monitors how private data is handled within an application to detect potential leaks.
: An extension of the Cuckoo Sandbox specifically for automated Android malware analysis.
: Provides dynamic analysis and a timeline view of monitored activities like cryptographic operations and cell usage.