CheckShake: Passively Detecting Anomaly in Wi-Fi Security Handshake using Gradient Boosting based Ensemble Learning.
Anand AgrawalUrbi ChatterjeeRajib Ranjan MaitiPublished in: IACR Cryptol. ePrint Arch. (2021)
Keyphrases
- ensemble learning
- gradient boosting
- wifi
- base learners
- intrusion detection
- ensemble methods
- generalization ability
- wireless networks
- mobile devices
- anomaly detection
- loss function
- base classifiers
- unlabeled data
- random forest
- concept drift
- ad hoc networks
- prediction accuracy
- multi class
- network architecture
- feature selection
- learning algorithm
- machine learning
- neural network
- classification algorithm
- random forests
- learning scheme