Anomaly Detection

Anomaly Detection Cheat Sheet

Explains point, contextual, and collective anomalies, key detection algorithms like One-Class SVM and autoencoders, and how to evaluate results on imbalanced d…

What is an Intrusion Detection System (IDS)?

An Intrusion Detection System (IDS) is a monitoring tool that passively inspects network traffic or host activity, compares it against known attack signatures…

What is Network Traffic Analysis?

Network traffic analysis (NTA) is the practice of capturing, inspecting, and interpreting the flow of data across a network — packet headers, flow records, and…