Data Curation and Quality Assurance for Machine Learning-based Cyber Intrusion Detection

1 code implementation • 20 May 2021 • Haihua Chen, Ngan Tran, Anand Sagar Thumati, Jay Bhuyan, Junhua Ding

However, most of the existing research focuses on the model work but ignores the fact that poor data quality has a direct impact on the performance of a machine learning system.

BIG-bench Machine Learning Intrusion Detection