IEEE

Let the Code Speak: Incorporating Program Dynamic State for Better Method-Level Fault Localization

Abstract: Fault localization (FL) is a critical but time-consuming part of software debugging. With the improvement of the Large Language Models (LLMs) in their code capabilities, the increasing ...
IEEE

Line-Level Defect Prediction by Capturing Code Contexts With Graph Convolutional Networks

Abstract: Software defect prediction refers to the systematic analysis and review of software using various approaches and tools to identify potential defects or errors. Software defect prediction ...
Bleeping Computer

Critical flaw in Protobuf library enables JavaScript code execution

Proof-of-concept exploit code has been published for a critical remote code execution flaw in protobuf.js, a widely used JavaScript implementation of Google's Protocol Buffers. The tool is highly ...