Knowledge Discovery from Big Data for Intrusion Detection Using LDA.
Jingwei HuangZbigniew T. KalbarczykDavid M. NicolPublished in: BigData Congress (2014)
Keyphrases
- big data
- intrusion detection
- knowledge discovery
- data mining techniques
- data mining
- intrusion detection system
- topic models
- data analysis
- face recognition
- anomaly detection
- network security
- network traffic
- big data analytics
- text mining
- high detection rate
- databases
- dimensionality reduction
- business intelligence
- machine learning
- network intrusion detection
- information security
- data science
- principal component analysis
- association rules
- detecting anomalous
- cyber security
- intrusion prevention
- cloud computing
- data processing
- data management
- feature extraction
- outlier detection
- database
- decision support
- social media
- network intrusion
- alert correlation
- feature selection
- data sets
- data warehousing
- computer networks
- classification accuracy
- high dimensional
- information retrieval