Machine-Learning & Deep-Learning Based Intrusion Detection Systems (IDS)

This is a research survey that acts like a “buyers guide plus textbook” for using AI to catch hackers. It reviews how different machine‑learning and deep‑learning techniques can watch network and system traffic, learn what normal looks like, and automatically flag or block suspicious behavior in real time.