TransNAS-TSAD: Harnessing Transformers for Multi-Objective Neural Architecture Search in Time Series Anomaly Detection.
Ijaz Ul HaqByung Suk LeePublished in: CoRR (2023)
Keyphrases
- anomaly detection
- multi objective
- neural architecture
- detect anomalies
- intrusion detection
- detecting anomalies
- anomalous behavior
- network traffic
- network intrusion detection
- search space
- network anomaly detection
- intrusion detection system
- feed forward
- one class support vector machines
- evolutionary algorithm
- genetic algorithm
- neural network
- negative selection algorithm
- optimization algorithm
- particle swarm optimization
- objective function
- basis functions
- non stationary
- unsupervised learning
- co occurrence