Automated Techniques for Software Reliability
OverviewThe last 10 years have seen an explosion in techniques for automated program analysis. These techniques have enabled a vast range of interesting applications: from ensuring correctness of complex algorithms to finding security violations in mobile applications and even to code synthesis.
This course will cover the core principles behind these automated techniques including static and dynamic program analysis, symbolic execution, predicate abstraction, pointer analysis as well as practical analysis frameworks such as Soot.
To gain a deeper understanding of how to apply these techniques in practice, the course will involve a small hands-on programming project where based on the principles introduced in class, the students will build a program analyzer for a modern programming language.