LogEvent2vec: LogEvent-to-Vector Based Anomaly Detection for Large-Scale Logs in Internet of Things.
Jin WangYangning TangShiming HeChangqing ZhaoPradip Kumar SharmaOsama AlfarrajAmr TolbaPublished in: Sensors (2020)
Keyphrases
- anomaly detection
- intrusion detection
- network intrusion detection
- network traffic
- anomalous behavior
- unsupervised anomaly detection
- computer security
- detecting anomalies
- behavior analysis
- real world
- network anomaly detection
- detecting anomalous
- intrusion detection system
- cumulative sum
- data sets
- mobile devices
- negative selection algorithm
- feature vectors
- detect anomalies
- one class support vector machines
- malware detection
- data mining
- clustering algorithm
- training data
- unsupervised learning
- probabilistic model