Introduction to Intrusion Detection Systems (IDS)

Introduction to Intrusion Detection Systems (IDS)

This course is part of Intrusion Detection Specialization

Instructor: Jason Crossland

Access provided by Interbank

7 modules

Gain insight into a topic and learn the fundamentals.

Intermediate level

Recommended experience

5 weeks to complete

at 10 hours a week

Flexible schedule

Learn at your own pace

7 modules

Gain insight into a topic and learn the fundamentals.

Intermediate level

Recommended experience

5 weeks to complete

at 10 hours a week

Flexible schedule

Learn at your own pace

What you'll learn

Understand the roles of HIDS and NIDS, their key components, and applications across cybersecurity contexts.
Install and configure IDS solutions on VMs to detect real-time threats in host and network environments.
Compare signature-based and anomaly-based detection methods and configure IDS rules accordingly.
Use quantitative techniques to assess IDS effectiveness, analyzing data to select optimal solutions for security needs.

Skills you'll gain

Tools you'll learn

Virtual Machines

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

18 assignments

Taught in English

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This course is part of the Intrusion Detection Specialization

When you enroll in this course, you'll also be enrolled in this Specialization.

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There are 7 modules in this course

This course introduces you to Intrusion Detection Systems (IDS), offering essential knowledge and hands-on skills for detecting and mitigating security threats. As cyberattacks become more sophisticated, learning to protect systems through IDS is a critical skill for IT and security professionals. This course is designed to give you a comprehensive understanding of both Host-Based (HIDS) and Network-Based Intrusion Detection Systems (NIDS). You’ll dive into core components, explore the differences between signature-based and anomaly-based detection, and gain practical experience by operating IDS tools on virtual machines.

What makes this course unique is its combination of theory and real-world application: you’ll learn to configure IDS technologies, develop custom rules, and evaluate IDS performance quantitatively. By the end of this course, you’ll be equipped to identify and respond to security threats in various environments, from individual hosts to complex networks. This practical knowledge will set you apart, enhancing your ability to protect critical systems against emerging cyber threats.

This course provides a comprehensive overview of Intrusion Detection Systems (IDS), focusing on both Host-based (HIDS) and Network-based (NIDS) technologies. Participants will learn to describe IDS components, analyze attack dynamics, and develop use cases for detecting insider threats and DDoS attacks. The course includes practical sessions on installing and operating HIDS and NIDS on virtual machines, as well as configuring tools like Suricata. Additionally, students will evaluate detection methods and conduct quantitative assessments to enhance their understanding of cybersecurity effectiveness.

What's included

1 video3 readings

This course provides a comprehensive introduction to Intrusion Detection Systems (IDS), focusing on their purpose, components, and various types. Participants will explore the relationship between attacks and risk, learning to identify specific attack observables and how they relate to potential threats.

What's included

6 videos4 readings3 assignments

6 videos Total 120 minutes

Introduction to Intrusion Detection 9 minutes
Risks and Threats 16 minutes
IDS Types and Components 25 minutes
Part 1: Mapping Threats, Observables, and IDS Types 26 minutes
Part 2: Mapping Threats, Observables, and IDS Types 21 minutes
Optional: "Strategic Cyber Defense" (DARPA) 23 minutes

4 readings Total 340 minutes

Reading References 120 minutes
Reading References 120 minutes
Self-Reflective Reading: Intrusion Detection Products 40 minutes
Self-Reflective Reading: Advanced Persistent Threats and Spear-Phishing Attacks 60 minutes

3 assignments Total 90 minutes

Understanding the Purpose and Components of an IDS 18 minutes
Classifying IDS Types and Selecting the Right IDS 12 minutes
Introduction, Products, and Components 60 minutes

This course provides an in-depth exploration of Host-based Intrusion Detection Systems (HIDS). It begins with a detailed description of HIDS and its critical role in monitoring and analyzing the activities within individual host systems to detect potential security threats.

What's included

4 videos4 readings3 assignments1 plugin

4 videos Total 56 minutes

Introduction 3 minutes
Host Intrusion Detection Description 22 minutes
HIDS Types and Examples 20 minutes
Attack Types Detected by HIDS (2C) 12 minutes

4 readings Total 340 minutes

Reading References 120 minutes
Reading References 120 minutes
Self-Reflective Reading: Challenges in Deploying HIDS/IPS Solutions 40 minutes
Self-Reflective Reading: Host-Based IDS/IPS in Insider Threat Mitigation 60 minutes

3 assignments Total 90 minutes

Introduction to Host Intrusion Detection Systems (HIDS) 15 minutes
Deploying HIDS for Insider Threat Detection 15 minutes
HIDS I 60 minutes

1 plugin Total 35 minutes

OSSEC (2D) 35 minutes

This course provides a deep dive into the mechanisms and methodologies behind Host-Based Intrusion Detection Systems (HIDS).

What's included

4 videos4 readings3 assignments

4 videos Total 71 minutes

Introduction 4 minutes
Host Integrity Attack Detection 24 minutes
Hardware and Side-Channel Attack Detection 15 minutes
Static and Dynamic Malware Detection 27 minutes

4 readings Total 340 minutes

Reading References 120 minutes
Reading References 120 minutes
Self-Reflective Reading: Exploring Concepts of Security and Quantum Computing 40 minutes
Self-Reflective Reading: Understanding HIDS/IPS and API Attack Detection 60 minutes

3 assignments Total 90 minutes

Understanding Integrity and Hardware Attacks 15 minutes
Implementing Biometric Solutions: Keystroke and Facial Recognition 15 minutes
HIDS II 60 minutes

This course provides an in-depth exploration of Network Intrusion Detection Systems (NIDS), focusing on the essential role they play in cybersecurity.

What's included

6 videos4 readings3 assignments2 plugins

6 videos Total 73 minutes

Introduction 2 minutes
Network Intrusion Detection Description 21 minutes
NIDS Types and Examples 18 minutes
Brief Snort Tutorial (Additional Resource) 6 minutes
Attack Types Detected by NIDS 18 minutes
Snort Tutorial 2 (Additional Resource) 7 minutes

4 readings Total 320 minutes

Reading References 120 minutes
Reading References 120 minutes
Self-Reflective Reading: Understanding NIDS/IPS for Attack Detection 40 minutes
Self-Reflective Reading: Understanding Cyber-Attack Classification 40 minutes

3 assignments Total 90 minutes

Understanding and Classifying Network Intrusion Detection Systems (NIDS) 15 minutes
Deploying NIDS for DDoS Detection 15 minutes
NIDS I 60 minutes

2 plugins Total 7 minutes

Snort Overview 6 minutes
Nessus is an Enterprise Tool: Top Ten Things You Didn't Know About Nessus 1 minute

This course provides an in-depth exploration of Network Intrusion Detection Systems (NIDS), focusing on differentiating between signature-based and anomaly-based detection methods.

What's included

5 videos4 readings3 assignments

5 videos Total 74 minutes

Introduction 6 minutes
Signatures and Anomalies in NIDS 24 minutes
Netflow and Establishing a Baseline 21 minutes
Type I and Type II Errors 12 minutes
WIDS 13 minutes

4 readings Total 460 minutes

Reading References 180 minutes
Reading References 180 minutes
Self-Reflective Reading: Analyzing Technology Trade-Offs in Cybersecurity Archiving 60 minutes
Self-Reflective Reading: Understanding Flash-Crowd Attacks and DDoS Mitigation 40 minutes

3 assignments Total 90 minutes

Signature-Based vs. Anomaly-Based NIDS 15 minutes
Configuring Suricata for Anomaly Detection 15 minutes
NIDS II 60 minutes

This course provides an in-depth understanding of how to quantitatively evaluate Intrusion Detection Systems (IDS)

What's included

5 videos4 readings3 assignments

5 videos Total 98 minutes

Introduction 5 minutes
Comparing Different Types of IDS 25 minutes
Economic Analysis of IDS 31 minutes
Collecting Data for IDS Evaluation 24 minutes
Comparing Signature-Based IDS 13 minutes

4 readings Total 200 minutes

Reading References 60 minutes
Reading References 60 minutes
Self-Reflective Reading: Enhancing Confidence in Detecting Network Attacks 40 minutes
Self-Reflective Reading: Exploring Zeek Programming for Network Analysis 40 minutes