Multivariate Big Data Analysis for intrusion detection: 5 steps from the haystack to the needle.
José CamachoJosé Manuel García-GiménezNoemí Marta Fuentes GarcíaGabriel Maciá-FernándezPublished in: Comput. Secur. (2019)
Keyphrases
- intrusion detection
- data analysis
- big data
- data mining
- intrusion detection system
- anomaly detection
- network security
- network intrusion detection
- high detection rate
- network traffic
- detecting anomalous
- network intrusions
- network intrusion
- alert correlation
- information security
- data processing
- knowledge discovery
- computer security
- artificial immune
- machine learning
- false positives and false negatives
- network attacks
- data warehouse
- database systems
- image segmentation
- network traffic data
- data sets