Enhancing Automated Android Application Security through Hybrid Static and Dynamic Analysis Techniques

Enhancing Automated Android Application Security through Hybrid Static and Dynamic Analysis Techniques

연구 분야: Analysis

학회: 2024 International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA)

The rapid growth of mobile applications has led to serious security challenges, resulting in vulnerabilities. Automation in security testing methods is becoming popular, with the Automated Vulnerability Detection methodology being one such method. This work introduces a hybrid approach for detecting vulnerabilities in Android applications, combining static and dynamic analysis. The approach is accessible to both general users and expert developers, allowing for the identification of ingrained vulnerabilities in the source code. The hybrid model’s effectiveness is assessed in various applications with different security flaws, providing a solid solution for automated vulnerability detection in Android applications, enhancing security and resilience in the mobile ecosystem.