Neural Network Training Strategy to Enhance Anomaly Detection Performance: A Perspective on Reconstruction Loss Amplification.
YeongHyeon ParkSungho KangMyung Jin KimHyeonho JeongHyunkyu ParkHyeong-Seok KimJuneho YiPublished in: CoRR (2023)
Keyphrases
- anomaly detection
- neural network training
- intrusion detection
- detecting anomalies
- neural network
- network intrusion detection
- anomalous behavior
- network traffic
- network anomaly detection
- intrusion detection system
- training algorithm
- negative selection algorithm
- unsupervised learning
- one class support vector machines
- clustering algorithm
- particle swarm optimisation
- optimization method
- support vector machine
- pattern recognition