Benchmarking and Categorizing the Performance of Neural Program Repair Systems for Java

W Zhong, C Li, K Liu, J Ge, B Luo… - ACM Transactions on …, 2024 - dl.acm.org
Recent years have seen a rise in Neural Program Repair (NPR) systems in the software
engineering community, which adopt advanced deep learning techniques to automatically …

Benchmarking Automated Program Repair: An Extensive Study on Both Real-World and Artificial Bugs

Y Ouyang, J Yang, L Zhang - Proceedings of the 33rd ACM SIGSOFT …, 2024 - dl.acm.org
As bugs are inevitable and prevalent in real-world programs, many Automated Program
Repair (APR) techniques have been proposed to generate patches for them. However, due …

Vulnerability Repair via Concolic Execution and Code Mutations

R Shariffdeen, CS Timperley, Y Noller… - ACM Transactions on …, 2024 - dl.acm.org
Security vulnerabilities detected via techniques like greybox fuzzing are often fixed with a
significant time lag. This increases the exposure of the software to vulnerabilities. Automated …

Evaluating Program Repair with Semantic-Preserving Transformations: A Naturalness Assessment

T Le-Cong, D Nguyen, B Le, T Murray - arxiv preprint arxiv:2402.11892, 2024 - arxiv.org
In this paper, we investigate the naturalness of semantic-preserving transformations and
their impacts on the evaluation of NPR. To achieve this, we conduct a two-stage human …

[PDF][PDF] EffFix: Efficient and Effective Repair of Pointer Manipulating Programs

Y Zhang, A Costea, R Shariffdeen… - ACM Transactions on …, 2024 - rshariffdeen.com
Despite decades of efforts put into avoiding or mitigating memory safety errors (which are
errors in handling memory in native programming languages such as C), recent surveys …

APR Competition 2024

R Shariffdeen, Y Noller, M Mirchev, H Ruan… - Proceedings of the 5th …, 2024 - dl.acm.org
This report outlines the objectives, methodology, challenges, and results of the first
Automated Program Repair Competition held at the APR Workshop 2024. The competition …

Towards Reliable Evaluation of Neural Program Repair with Natural Robustness Testing

T Le-Cong, TD Nguyen, B Le, T Murray - ACM Transactions on Software … - dl.acm.org
Automated program repair (APR) has recently gained ground, with numerous research
efforts being conducted in the area that have been adopted in the industry. One notable …