Proceedings of the 44th International Conference on Software Engineering

Log-based anomaly detection with deep learning

Van-Hoang Le, Hongyu Zhang · 2022 · 215 citations · Full text

Computing, Computer Science, Computer Security +14

DeepTraLog

Chenxi Zhang, Xin Peng, Chaofeng Sha et al. · 2022 · 166 citations

Computing, Data Science, Data Mining +13

Using pre-trained models to boost code review automation

Rosalia Tufano, Simone Masiero, Antonio Mastropaolo et al. · 2022 · 153 citations

Computing, Computer Science, Automation +13

Natural attack for pre-trained models of code

Zhou Yang, Jieke Shi, Junda He et al. · 2022 · 150 citations · Full text

Computing, Computer Science, Computer Security +12

Neural program repair with execution-based backpropagation

He Ye, Matías Martínez, Martin Monperrus · 2022 · 150 citations · Full text

Computing, Computer Engineering, Computer Science +13