Detect Vulnerabilities Utilizing Fuzzing

Software security is critical to the industry as well as people’s daily life. In order to prevent security issues, a practical solution is to develop a system that can detect bugs before deployment. Nowadays, fuzzing is one of the most successful techniques for bug discovery, which have already found tens of thousands of bugs in real-world applications. This thesis aims at developing efficient and effective fuzzing algorithms to discover software bugs.