IEEE

Concept Drift Analysis Based on Isolation Forest for Effectively Detecting Network Attack ...

Abstract: In the Internet of Things era, massive network data streams are continuously generated, often exhibiting unpredictable distributional evolution. This dynamic nature poses significant ...
IEEE

Federated Isolation Forest for Efficient Anomaly Detection on Edge IoT Systems

Abstract: Recently, federated learning frameworks such as Python TestBed for Federated Learning Algorithms and MicroPython TestBed for Federated Learning Algorithms have emerged to tackle user privacy ...