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AI-Enhanced Threat Intelligence & Awareness · LearnSpace
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courseraIT и технологии

AI-Enhanced Threat Intelligence & Awareness

Курс от Coursera
Уровень не указан≈ 8.5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

AI-Enhanced Threat Intelligence & Awareness Advance your security operations by applying generative AI to real SOC workflows. In this course, you will practice using LLMs to analyze vulnerability data, convert technical findings into clear business impact summaries, draft prioritized remediation guidance, and accelerate reporting. You will also learn how to extract indicators and TTPs from unstructured threat intelligence, generate initial SIEM rule drafts, and build awareness training content that mirrors current attacker tactics. Drawing on complementary guidance and hands-on use cases, you will progress from responsible prompt engineering and AI limitations to high-impact operational tasks like incident narrative drafting and rule generation from malware or threat reports. The curriculum balances practical prompt patterns with SOC-aligned outputs so you can safely scale your productivity while maintaining accuracy and oversight. Ideal for early-career IT and security professionals who want to responsibly leverage LLMs to enhance threat intelligence processing, detection logic, and security communications without replacing essential analyst judgment.

Навыки, которые вы освоите

LLM ApplicationCybersecurityAI IntegrationsGenerative AIIncident ResponseVulnerability ManagementResponsible AISecurity AwarenessThreat ModelingCyber Threat IntelligenceAI SecurityLarge Language ModelingPrompt PatternsThreat ManagementSecurity Information and Event Management (SIEM)Model TrainingThreat DetectionCyber Security StrategyAI literacyMITRE ATT&CK Framework

Программа курса

5 модулей · 62 учебных материалов

01Start Here: Get Oriented and Check Your Skills2 материалов
Start Here: How This Skill-Based Course WorksЧтениеSkill Diagnostic: Find Your Recommended Starting PointЗадание
02SIEM and SOC Tasks Using Generative AI 29 материалов

Using Generative AI for incident response

Triage Potential Incidents, Analyze Logs, and Assist InvestigationsВидео

Учитесь у экспертов

Professionals from the Industry

Преподаватель курса

AI-Enhanced Threat Intelligence & Awareness
В каталоге вашей программы

Инвестируйте в себя

Новые знания — в удобное для вас время.

Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 8.5 ч

5 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, Дари, Хинди, Японский, Казахский, Венгерский, Польский

Часть программы вашего университета
Reading: Incident Response Using Generative AIPLUGIN
Hands-on Lab: Incident Response and Alerts Generation Using Generative AIВнешний инструмент
Enhancing Vulnerability Management with Generative AI Видео
Expert Viewpoints: AI Systems for Incident ResponseВидео
Demo: Augmenting Threat Hunting and Security Analysis Видео
Demo: Streamlining Vulnerability ManagementВидео
Lesson 1 Summary: Using Generative AI for Incident ResponseЧтение
Lesson 1 Practice Quiz: Using Generative AI for Incident ResponseЗадание

Integrating Generative AI Models with Security Systems

Advanced Threat Detection Using Generative AI in SIEM ВидеоWays to Integrate Generative AI into SIEM ВидеоReading: ChatGPT with QRadar/any SIEM toolPLUGINReading: Optimizing Cybersecurity with Generative AI Integration in SIEMPLUGINHands-on Lab: Training Generative AI with Incident Data for Better Pattern RecognitionPLUGINDecoding UBEA Using Generative AI ВидеоReading: SOAR in Cybersecurity: Enhancing Security Operations with Generative AIPLUGINReading: Securing the Future with Generative AI: Building Proactive and Cost-effective Cybersecurity SolutionsPLUGINDemo: Real-Time Assistance Using Generative AI ВидеоHands-on Lab: Using Generative AI for Threat Intelligence PLUGINExpert Viewpoints: AI and Threat PredictionВидеоLesson 2 Summary: Integrating Generative AI Models with Security SystemsЧтениеLesson 2 Practice Quiz: Integrating Generative AI Models with Security SystemsЗадание

Ethics, Issues, Considerations for using Generative AI for Cybersecurity

Issues, Concerns, and Considerations Using Generative AI in CybersecurityВидеоEthical Concerns of AI in CybersecurityВидеоTips for Cybersecurity ProfessionalsВидеоReading: Generative AI and Cybersecurity: Balancing Benefits and Ethical ConcernsPLUGINExpert Viewpoints: Responsible Use of Generative AI in CybersecurityВидеоLesson 3 Summary: Ethics, Issues, Considerations for Using Generative AI for CybersecurityЧтениеLesson 3 Practice Quiz: Ethics, Issues, Considerations for Using Generative AI for CybersecurityЗадание
03Skill Assessment 13 материалов

Lesson

Practice for Generative AI for Vulnerability Analysis and Threat DetectionЗаданиеLearner Expectations for AssessmentЧтениеCheckpoint 1 of 2: Generative AI for Vulnerability Analysis and Threat DetectionЗадание
04Get Started with Gen AI in Cybersecurity25 материалов

The Security Implications of Generative AI

Transition from Conventional AI to Generative AI and its Benefits in CybersecurityВидеоReading: Applications of Generative AI in Different Cybersecurity TasksPLUGINThe Future of Cybersecurity in the Era of Generative AIВидео[Optional] Prompt Injection Attack ВидеоGenerative AI and LLM Risk ВидеоSecurity Risks Associated with Using Generative AI ToolsВидеоHands-on Lab: Preventing Malicious Code Execution with Generative AIPLUGINCybersecurity Analytics Using Generative AI ВидеоReading: Application of Generative AI in Content Filtering and MonitoringPLUGINHands-on Lab: Using Generative AI to Block/Remove Offensive ContentВнешний инструментReading: Threats on Generative AI ModelsPLUGINGuarding against NLP-based Attacks on Generative AI ВидеоGenerative AI Transforming Cybersecurity RolesВидеоLesson 1 Summary: The Security Implications of Generative AIЧтениеLesson 1 Practice Quiz: The Security Implications of Generative AIЗадание

Introduction to Generative AI and Data Security

Unleashing the Power of Generative AI for Cybersecurity ВидеоReading: The Cost of a Data Breach (CoDB) and the Impact of AIPLUGINDemo: Using the Power of Generative AI in Data SecurityВидеоHands-on Lab: Applying Generative AI for Attack Pattern AnalysisВнешний инструментOverview of Incident Response and Forensic AnalysisВидеоUsing Generative AI for Cybersecurity Report Summarization and Playbooks Видео
05Skill Assessment 23 материалов

Lesson

Practice for Using Generative AI to Enhance Cybersecurity Communication and AwarenessЗаданиеLearner Expectations for AssessmentЧтениеCheckpoint 2 of 2: Using Generative AI to Enhance Cybersecurity Communication and AwarenessЗадание
Expert Viewpoints: Challenges of Integrating Generative AI into Cybersecurity SystemsВидео
Hands-on Lab: Cyber Incident Reports and Playbook using Generative AIВнешний инструмент
Lesson 2 Summary: Introduction to Generative AI and Data SecurityЧтение
Lesson 2 Practice Quiz: Introduction to Generative AI and Data Security Задание