Hao Dong

NNG-Mix: Improving Semi-Supervised Anomaly Detection With Pseudo-Anomaly Generation

2024 · IEEE Transactions on Neural Networks and Learning Systems

Anomaly detection (AD) is essential in identifying rare and often critical events in complex systems, finding applications in fields such as network intrusion detection, financial fraud detection, and fault detection in infrastructure and industrial systems. …