Android Application Install-time Permission Validation and Run-time Malicious Pattern Detection

Doctoral thesis OPEN
Ma, Zhongmin;
(2014)
  • Publisher: Virginia Tech
  • Subject: Android | Security | Android Permission Label | Machine Learning Neural Network | Action | Intent | Intent Log | Hidden Markov Model

The open source structure of Android applications introduces security vulnerabilities that can be readily exploited by third-party applications. We address certain vulnerabilities at both installation and runtime using machine learning. Effective classification te... View more
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