Comparative Review of the Intrusion Detection Systems Based on Federated Learning: Advantages and Open Challenges

In order to provide an accurate and timely response to different types of the attacks, intrusion and anomaly detection systems collect and analyze a lot of data that may include personal and other sensitive data. These systems could be considered a source of privacy-aware risks. Application of the f...

Full description

Bibliographic Details
Main Authors: Elena Fedorchenko, Evgenia Novikova, Anton Shulepov
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Algorithms
Subjects:
Online Access:https://www.mdpi.com/1999-4893/15/7/247