Search Results for author: Muhammad Ali Babar

Found 4 papers, 0 papers with code

An Investigation into Misuse of Java Security APIs by Large Language Models

no code implementations4 Apr 2024 Zahra Mousavi, Chadni Islam, Kristen Moore, Alsharif Abuadbba, Muhammad Ali Babar

We employ both automated and manual approaches to effectively detect security API misuse in the code generated by ChatGPT for these tasks.

Code Generation

SoK: Machine Learning for Continuous Integration

no code implementations6 Apr 2023 Ali Kazemi Arani, Mansooreh Zahedi, Triet Huynh Minh Le, Muhammad Ali Babar

Continuous Integration (CI) has become a well-established software development practice for automatically and continuously integrating code changes during software development.

LogGD:Detecting Anomalies from System Logs by Graph Neural Networks

no code implementations16 Sep 2022 Yongzheng Xie, Hongyu Zhang, Muhammad Ali Babar

They usually take log event counts or sequential log events as inputs and utilize machine learning algorithms including deep learning models to detect system anomalies.

Anomaly Detection

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