Robust Anomaly Detection for Large-Scale Sensor Data.
Aniket ChakrabartiManish MarwahMartin F. ArlittPublished in: BuildSys@SenSys (2016)
Keyphrases
- anomaly detection
- sensor data
- sensor networks
- intrusion detection
- anomalous behavior
- detecting anomalies
- network intrusion detection
- data streams
- human activities
- intrusion detection system
- sensor measurements
- network traffic
- health monitoring
- detecting anomalous
- network anomaly detection
- multiple sensors
- sensor readings
- raw sensor data
- sensor data streams
- detect anomalies
- smart environments
- unsupervised learning
- one class support vector machines
- cumulative sum
- information systems
- machine learning