Comment of the Month: November 2022

[zube.paul]

I am nominating @Henry for their comment on the Collaborative Learning for Cyberattack Detection thread.

In this comment, Henry describes two challenges to Machine Learning intrusion detections in decentralized environments.

Research Summary: Collaborative Learning for Cyberattack Detection in Blockchain Networks

Hello, @Mansion for the purpose clarirty, and as well to help a furture reader, yes, I agree with you that in network security, Machine Learning (ML) has been being considered as the most effective solution to detect cyberattacks with very high accuracies DL, however there are challenges we can observe two main challenges for ML-based intrusion detection. In particular, the first challenge is lacking of a synthetic data from laboratories for training ML models. Most of current works, e.g., are …