How to Build a Real-Time Intrusion Detection System with Python and Open-Source Libraries

Learn to build a real-time Intrusion Detection System (IDS) from scratch using Python and powerful open-source libraries. This hands-on guide covers network packet analysis, signature-based detection, and anomaly detection techniques.

What You’ll LearnLink to heading

Network packet capture and analysis with Scapy
Implementing signature-based detection rules
Building anomaly-based detection algorithms
Real-time traffic monitoring and alerting
Integration with existing security infrastructure

Read the full article on freeCodeCamp:
🔗 https://www.freecodecamp.org/news/realtime-intrusion-detection-python/

This article was originally published on freeCodeCamp.

# How to Build a Real-time Network Traffic Dashboard with Python and Streamlit

2024-12-31 1 min read

Create a beautiful, interactive network traffic dashboard using Python and Streamlit. Monitor network activity in real-time with visualizations, metrics, and alerts - all with minimal code.

# How to Create a Python SIEM System Using AI and LLMs for Log Analysis and Anomaly Detection

2025-02-28 1 min read

Build a modern Security Information and Event Management (SIEM) system powered by AI and Large Language Models. This tutorial demonstrates how to leverage LLMs for intelligent log analysis, anomaly…

# How to Build a Real-Time Intrusion Detection System with Python and Open-Source Libraries

What You’ll LearnLink to heading

# How to Build a Real-time Network Traffic Dashboard with Python and Streamlit

# How to Create a Python SIEM System Using AI and LLMs for Log Analysis and Anomaly Detection