Comparison of Machine Learning Algorithms Trained Under Differential Privacy for Intrusion Detection Systems.
Ioannis SiachosKonstantinos KaltakisKonstantina PapachristopoulouIoannis GiannoulakisEmmanouil KafetzakisPublished in: CSR (2023)
Keyphrases
- machine learning algorithms
- intrusion detection system
- differential privacy
- intrusion detection
- differentially private
- network security
- benchmark data sets
- decision trees
- anomaly detection
- machine learning methods
- learning algorithm
- machine learning
- privacy preserving
- intrusion prevention
- computer systems
- data mining
- information security
- training set
- privacy preservation
- association rules
- data sets