TSMAE: A Novel Anomaly Detection Approach for Internet of Things Time Series Data Using Memory-Augmented Autoencoder.
Honghao GaoBinyang QiuRamón J. Durán BarrosoWalayat HussainYueshen XuXinheng WangPublished in: IEEE Trans. Netw. Sci. Eng. (2023)
Keyphrases
- anomaly detection
- detecting anomalies
- intrusion detection
- network intrusion detection
- intrusion detection system
- unsupervised anomaly detection
- detect anomalies
- negative selection algorithm
- network traffic
- computer security
- anomalous behavior
- detecting anomalous
- network anomaly detection
- cumulative sum
- behavior analysis
- unsupervised learning
- mobile devices
- malware detection
- text mining
- maximum entropy
- data mining
- data mining techniques
- data analysis
- bayesian networks
- genetic algorithm