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Towards Better Static Code Analysis Reports: Sentence Transformer-based Filtering of Non-Actionable Alerts
Tamás Aladics, Norbert Vándor, Rudolf Ferenc +1
Static code analysis (SCA) tools are widely used as effective ways to detect bugs and vulnerabilities in software systems. However, the reports generated by these tools often conta…
A Large-Scale Collection Of (Non-)Actionable Static Code Analysis Reports
Dávid Kószó, Tamás Aladics, Rudolf Ferenc +1
Static Code Analysis (SCA) tools, while invaluable for identifying potential coding problems, functional bugs, or vulnerabilities, often generate an overwhelming number of warnings…
An AST-based Code Change Representation and its Performance in Just-in-time Vulnerability Prediction
Tamás Aladics, Péter Hegedűs, Rudolf Ferenc
The presence of software vulnerabilities is an ever-growing issue in software development. In most cases, it is desirable to detect vulnerabilities as early as possible, preferably…
Bug Prediction Using Source Code Embedding Based on Doc2Vec
Tamás Aladics, Judit Jász, Rudolf Ferenc
Bug prediction is a resource demanding task that is hard to automate using static source code analysis. In many fields of computer science, machine learning has proven to be extrem…