Federated and Transfer Learning-Empowered Intrusion Detection for IoT Applications.

Yazan Otoum Vinay Chamola Amiya Nayak

Published in: IEEE Internet Things Mag. (2022)

Keyphrases

transfer learning
intrusion detection
intrusion detection system
learning tasks
knowledge transfer
anomaly detection
labeled data
network security
reinforcement learning

transfer knowledge
machine learning
network traffic
cross domain
active learning
network intrusion detection
collaborative filtering
detecting anomalous
learning algorithm

high detection rate
semi supervised learning
data mining
text categorization
machine learning algorithms
cloud computing
text classification
alert correlation
database

information security
data sources
unlabeled data
feature selection
intrusion prevention
pairwise
metadata
real world