A Comparative Analysis of Federated and Centralized Machine Learning for Intrusion Detection in IoT.
Muhammad Ali KhanRao Naveed Bin RaisOsman KhalidFiaz Gul KhanPublished in: ACIT (2023)
Keyphrases
- intrusion detection
- machine learning
- intrusion detection system
- data mining
- anomaly detection
- network intrusion detection
- network security
- network traffic
- cyber security
- computer security
- alert correlation
- detecting anomalous
- pattern recognition
- network intrusion
- high detection rate
- cloud computing
- false positives and false negatives
- decision trees
- feature selection
- information security
- computational intelligence
- artificial immune
- text mining
- real world
- computer vision
- distributed systems
- learning algorithm
- intrusion prevention
- network intrusion detection systems
- network attacks
- unsupervised learning
- text classification
- data mining techniques
- supervised learning
- active learning
- data analysis
- object recognition
- database systems
- information systems