Extending Isolation Forest for Anomaly Detection in Big Data via K-Means.
Md. Tahmid Rahman LaskarJimmy Xiangji HuangVladan SmetanaChris StewartKees PouwAijun AnStephen ChanLei LiuPublished in: ACM Trans. Cyber Phys. Syst. (2021)
Keyphrases
- anomaly detection
- big data
- k means
- intrusion detection
- detecting anomalies
- data processing
- data analysis
- big data analytics
- cloud computing
- data management
- anomalous behavior
- clustering algorithm
- network intrusion detection
- social media
- one class support vector machines
- business intelligence
- network traffic
- intrusion detection system
- network anomaly detection
- massive datasets
- detect anomalies
- self organizing maps
- knowledge discovery
- data science
- data warehousing
- data sets
- decision making
- information retrieval
- databases