Local Intrinsic Dimensionality of IoT Networks for Unsupervised Intrusion Detection.
Matt GorbettHossein ShiraziIndrakshi RayPublished in: DBSec (2022)
Keyphrases
- intrusion detection
- intrinsic dimensionality
- intrusion detection system
- anomaly detection
- network security
- network intrusion detection
- computer networks
- unsupervised learning
- dimensionality reduction
- information security
- vector space
- network traffic
- noisy data
- data mining
- high detection rate
- data mining techniques
- detecting anomalous
- network intrusion
- network attacks
- cloud computing
- probability density
- singular values
- databases
- power grids
- random variables
- supervised learning
- information retrieval
- machine learning
- alert correlation
- network intrusions