Big data classification: problems and challenges in network intrusion prediction with machine learning.
Shan SuthaharanPublished in: SIGMETRICS Perform. Evaluation Rev. (2014)
Keyphrases
- big data
- network intrusion
- machine learning
- data science
- predictive modeling
- data analysis
- network intrusion detection
- health informatics
- intrusion detection
- knowledge discovery
- data management
- cloud computing
- data processing
- social media
- data analytics
- business intelligence
- unstructured data
- anomaly detection
- big data analytics
- network security
- data mining
- massive data
- fraud detection
- data warehousing
- network traffic
- learning algorithm
- information extraction
- vast amounts of data
- real world
- intrusion detection system
- information processing
- text mining
- massive datasets
- feature selection
- statistical learning
- databases
- decision trees
- data model
- support vector machine
- text classification
- data warehouse
- supervised learning
- data sets
- model selection