Oversampling Log Messages Using a Sequence Generative Adversarial Network for Anomaly Detection and Classification

Amir Farzad, T. Aaron Gulliver

Dealing with imbalanced data is one of the main challenges in machine/deep learning algorithms for classification. This issue is more important with log message data as it is typic…