How does Machine Learning improve IDS functionality?

Stellar Cyber uses unsupervised machine learning (ML) to reduce the number of events. An Intrusion Detection System (IDS) typically triggers an alert every time a signature is matched, even if that signature is normal network behavior. ML-IDS learns the rate of signature matching for your network, and only generates an event when something is determined to be an anomaly.