Intrusion Detection Courses and Certifications

Black Hat

Detecting 0-Days Attacks with Learning Intrusion Detection Systems

Explore cutting-edge techniques for detecting zero-day attacks using advanced learning intrusion detection systems, enhancing cybersecurity defenses against emerging threats.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Conference Talk

Hack In The Box Security Conference

CANsee - An Automobile Intrusion Detection System

Introducing CANsee: A machine learning-based intrusion detection system for automobiles. Detects abnormal CANBUS traffic using a low-cost device to capture and transmit data wirelessly. Open-source project with potential for enhancing vehicle security.

• YouTube
• 59 minutes
• Self-Paced
• Conference Talk

Complete Cyber Security Course: The Network Security A-Z™

225 ratings at Udemy

Cyber Security In-depth - Network Security Fundamentals (Threat, Vulnerabilities), NMAP, Firewalls & Prevent Attacks

• Udemy
• 15 hours 17 minutes
• Self-Paced
• Paid Course

Open Data Science

Intrusion Detection in the Cloud

Explore cloud-based intrusion detection systems, their configuration in software-defined networks, scalability challenges, and impact on hypervisor performance. Learn about virtual network setups and host-based IDS benefits.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Hack In The Box Security Conference

Secure and Scalable Anomaly-Based Network Intrusion Detection

Presentation on a secure, scalable framework for anomaly-based network intrusion detection, implemented in Go. Explores feature extraction, data collection, and machine learning applications for detecting network threats.

• YouTube
• 32 minutes
• Self-Paced
• Conference Talk

USENIX

Models on the Move: Towards Feasible Embedded AI for Intrusion Detection on Vehicular CAN Bus

Innovative AI model for efficient intrusion detection on vehicular CAN bus, enhancing automotive cybersecurity with high accuracy and low latency using FPGA hardware acceleration.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

Toronto Machine Learning Series (TMLS)

Intrusion Detection Systems - An Overview

Explore techniques for identifying system intrusions, leveraging AI, edge computing, and big data for enhanced IoT and enterprise security analytics.

• YouTube
• 1 hour 35 minutes
• Self-Paced
• Free Video

Measuring the Efficacy of Real Time Intrusion Detection Systems

Explore techniques for evaluating real-time intrusion detection systems, covering protocols, monitoring, best practices, and data classification to enhance network security effectiveness.

• YouTube
• 55 minutes
• Self-Paced
• Conference Talk

Wireless Intrusion Detection Systems with the Raspberry Pi

Explore wireless intrusion detection using Raspberry Pi, covering hardware specs, costs, and real-time scanning techniques. Includes live demo and discusses system limitations and future improvements.

• YouTube
• 49 minutes
• Self-Paced
• Conference Talk

Bill Buchanan OBE

Cyber & Data - Intrusion Detection Systems

Explore intrusion detection systems, attack patterns, and practical rules for network security. Learn to create alerts and detect various threats using Snort and other tools.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

Bill Buchanan OBE

Digital Investigator: Introduction to Intrusion Detection Systems (IDS)

Learn essential IDS concepts, network security terminology, and threat detection techniques. Explore network-based IDS and simple Snort rules for effective log analysis and intrusion prevention.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Black Hat

An Introduction to Gateway Intrusion Detection Systems

Explore gateway intrusion detection systems, their functionality, and implementation strategies for enhancing network security and threat detection capabilities.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Conference Talk

Black Hat

Polymorphism and Intrusion Detection Systems

Explore polymorphism techniques and their impact on intrusion detection systems, enhancing your understanding of cybersecurity vulnerabilities and defense strategies.

• YouTube
• 45 minutes
• Self-Paced
• Conference Talk

Black Hat

Host Based Intrusion Detection Using W2K Auditing Features

Explore host-based intrusion detection techniques utilizing Windows 2000 auditing features for enhanced system security and threat detection.

• YouTube
• 1 hour 25 minutes
• Self-Paced
• Conference Talk

Black Hat

Bypassing Intrusion Detection Systems

Explore techniques for evading intrusion detection systems, enhancing network security knowledge and understanding potential vulnerabilities in cybersecurity defenses.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Conference Talk