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Introduction to Intrusion Detection Systems (IDS) · LearnSpace
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courseraIT и технологии

Introduction to Intrusion Detection Systems (IDS)

Курс от Johns Hopkins University
Средний≈ 51.6 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

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.

Навыки, которые вы освоите

Intrusion Detection and PreventionAnomaly DetectionNetwork SecurityNetwork MonitoringSystem MonitoringNetwork AnalysisEvent MonitoringContinuous MonitoringDistributed Denial-Of-Service (DDoS) AttacksVirtual MachinesThreat DetectionThreat ManagementVirtualization and Virtual Machines

Программа курса

7 модулей · 79 учебных материалов

01Course Introduction4 материалов
Specialization Introduction Video: Intrusion Detection ВидеоCourse OverviewЧтениеInstructor Biography - Jason CrosslandЧтениеResources & ReferencesЧтение
02Introduction, Products, and Components13 материалов

Учитесь у экспертов

Jason Crossland

Senior CyberSecurity Engineer

Introduction to Intrusion Detection Systems (IDS)
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Обучение на Coursera

≈ 51.6 ч

7 модулей

Язык: Английский

Субтитры: Арабский, Французский, Узбекский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Вьетнамский, Нидерландский, Корейский, Немецкий, Пушту, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Хинди, Японский, Казахский, Венгерский, Польский

Часть программы вашего университета

Understanding the Purpose and Components of an IDS

Introduction to Intrusion DetectionВидеоRisks and ThreatsВидеоReading ReferencesЧтениеUnderstanding the Purpose and Components of an IDSЗадание

Classifying IDS Types and Selecting the Right IDS

IDS Types and ComponentsВидеоPart 1: Mapping Threats, Observables, and IDS TypesВидеоPart 2: Mapping Threats, Observables, and IDS TypesВидеоOptional: "Strategic Cyber Defense" (DARPA)ВидеоReading ReferencesЧтениеClassifying IDS Types and Selecting the Right IDSЗадание

Module-end Assessments

Self-Reflective Reading: Intrusion Detection ProductsЧтениеSelf-Reflective Reading: Advanced Persistent Threats and Spear-Phishing AttacksЧтениеIntroduction, Products, and ComponentsЗадание
03HIDS I12 материалов

Introduction to Host Intrusion Detection Systems (HIDS)

IntroductionВидеоHost Intrusion Detection DescriptionВидеоHIDS Types and ExamplesВидеоReading ReferencesЧтениеIntroduction to Host Intrusion Detection Systems (HIDS)Задание

Deploying HIDS for Insider Threat Detection

Attack Types Detected by HIDS (2C)ВидеоOSSEC (2D)PLUGINReading ReferencesЧтениеDeploying HIDS for Insider Threat DetectionЗадание

Module-end Assessments

Self-Reflective Reading: Challenges in Deploying HIDS/IPS SolutionsЧтениеSelf-Reflective Reading: Host-Based IDS/IPS in Insider Threat MitigationЧтениеHIDS IЗадание
04HIDS II11 материалов

Understanding Integrity and Hardware Attacks

IntroductionВидеоHost Integrity Attack DetectionВидеоHardware and Side-Channel Attack DetectionВидеоReading ReferencesЧтение Understanding Integrity and Hardware AttacksЗадание

Implementing Biometric Solutions: Keystroke and Facial Recognition

Static and Dynamic Malware DetectionВидеоReading ReferencesЧтение Implementing Biometric Solutions: Keystroke and Facial RecognitionЗадание

Module-end Assessments

Self-Reflective Reading: Exploring Concepts of Security and Quantum ComputingЧтениеSelf-Reflective Reading: Understanding HIDS/IPS and API Attack DetectionЧтениеHIDS IIЗадание
05NIDS I15 материалов

Understanding and Classifying Network Intrusion Detection Systems (NIDS)

IntroductionВидеоNetwork Intrusion Detection DescriptionВидеоNIDS Types and ExamplesВидеоBrief Snort Tutorial (Additional Resource)ВидеоReading ReferencesЧтениеUnderstanding and Classifying Network Intrusion Detection Systems (NIDS)Задание

Deploying NIDS for DDoS Detection

Attack Types Detected by NIDSВидеоSnort OverviewPLUGINNessus is an Enterprise Tool: Top Ten Things You Didn't Know About NessusPLUGINSnort Tutorial 2 (Additional Resource)ВидеоReading ReferencesЧтениеDeploying NIDS for DDoS DetectionЗадание

Module-end Assessments

Self-Reflective Reading: Understanding NIDS/IPS for Attack DetectionЧтениеSelf-Reflective Reading: Understanding Cyber-Attack ClassificationЧтениеNIDS IЗадание
06NIDS II12 материалов

Signature-Based vs. Anomaly-Based NIDS

IntroductionВидеоSignatures and Anomalies in NIDSВидеоNetflow and Establishing a BaselineВидеоReading ReferencesЧтениеSignature-Based vs. Anomaly-Based NIDSЗадание

Configuring Suricata for Anomaly Detection

Type I and Type II ErrorsВидеоWIDSВидеоReading ReferencesЧтениеConfiguring Suricata for Anomaly DetectionЗадание

Module-end Assessments

Self-Reflective Reading: Analyzing Technology Trade-Offs in Cybersecurity ArchivingЧтениеSelf-Reflective Reading: Understanding Flash-Crowd Attacks and DDoS MitigationЧтениеNIDS IIЗадание
07Comparing IDS Technologies12 материалов

Understanding Quantitative Methodologies for IDS Evaluation

IntroductionВидеоComparing Different Types of IDSВидеоEconomic Analysis of IDSВидеоReading ReferencesЧтениеUnderstanding Quantitative Methodologies for IDS EvaluationЗадание

Data Collection and Experimentation for IDS Evaluation

Collecting Data for IDS EvaluationВидеоComparing Signature-Based IDSВидеоReading ReferencesЧтениеData Collection and Experimentation for IDS EvaluationЗадание

Module-end Assessments

Self-Reflective Reading: Enhancing Confidence in Detecting Network AttacksЧтениеSelf-Reflective Reading: Exploring Zeek Programming for Network AnalysisЧтениеComparing IDS TechnologiesЗадание