
Building a Network Anomaly Detection System with Machine Learning
The Importance of Network Anomaly Detection In the vast and ever-expanding digital landscape, network security has become a paramount concern. With the rise of sophisticated cyber attacks, the need for robust network anomaly detection systems has never been more critical. These systems are designed to identify and flag unusual patterns in network traffic, helping to prevent breaches and maintain the integrity of your network. What is Network Anomaly Detection? Network anomaly detection, often referred to as outlier detection, involves identifying data objects or patterns that deviate significantly from the normal behavior of a dataset....