Automatic Program Repair Using Formal Verification and Expression Templates

• Published in: Verification, Model Checking, and Abstract Interpretation Vol. 11388; pp. 70 - 91
• Main Authors: Nguyen, Thanh-Toan, Ta, Quang-Trung, Chin, Wei-Ngan
• Format: Book Chapter
• Language: English
• Published: Switzerland Springer International Publishing AG 2019; Springer International Publishing
• Series: Lecture Notes in Computer Science
• ISBN: 9783030112448; 3030112446
• ISSN: 0302-9743; 1611-3349
• DOI: 10.1007/978-3-030-11245-5_4

We present an automated approach to repair programs using formal verification and expression templates. In our approach, an input program is first verified against its formal specification to discover potentially buggy statements. For each of these statements, we identify the expression that needs to be repaired and set up a template patch which is a linear expression composed of the program’s variables and unknown coefficients. Then, we analyze the template-patched program against the original specification to collect a set of constraints of the template patch. This constraint set will be solved by a constraint solving technique using Farkas’ lemma to identify the unknown coefficients, consequently discovering the actual patch. We implement our approach in a tool called Maple and evaluate it with various buggy programs from a widely used benchmark TCAS, and a synthetic yet challenging benchmark containing recursive programs. Our tool can quickly discover the correct patches and outperforms the state-of-the-art program repair tools.