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AI-Powered Cyber Defense: Automating Security with Intelligent Agents · LearnSpace
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courseraIT и технологии

AI-Powered Cyber Defense: Automating Security with Intelligent Agents

Курс от Packt
Средний≈ 10.2 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. In this course, you will learn how AI can revolutionize cyber defense, focusing on automating security workflows using intelligent agents. By exploring AI-driven tools and platforms such as Microsoft Sentinel and OpenAI's ChatGPT, you'll gain practical insights into building and deploying automated security systems. You will also understand the role of AI in enhancing threat intelligence, integrating various cybersecurity tools, and optimizing incident response. You will start by setting up your cybersecurity lab and configuring essential tools like Microsoft Sentinel and ChatGPT for automated workflows. From there, you will progress through lessons that help you integrate advanced features, such as AI-driven threat detection and automated security reporting, while learning to customize solutions for specific use cases. The course also explores threat intelligence enhancement with AI, including using services like VirusTotal for better analysis. Designed for cybersecurity professionals, this course will benefit those looking to enhance their security operations with AI and automation. The target audience includes IT professionals, cybersecurity analysts, and anyone interested in advanced defense mechanisms powered by artificial intelligence. There are no strict prerequisites, but familiarity with basic cybersecurity principles is helpful. The difficulty level is intermediate, as the course builds on foundational cybersecurity knowledge. By the end of the course, you will be able to configure and deploy AI-driven cybersecurity automation, integrate OpenAI's ChatGPT into your security workflows, enhance threat intelligence using AI, and implement advanced AI solutions for real-time defense scenarios.

Навыки, которые вы освоите

AI SecurityAI IntegrationsThreat DetectionMalware ProtectionCybersecuritySecurity Information and Event Management (SIEM)ChatGPTModel DeploymentIncident ResponseAI WorkflowsCyber Threat IntelligenceOpenAI APIIT AutomationOpenAIDevSecOpsCyber Security AssessmentAgentic WorkflowsCloud Security

Программа курса

9 модулей · 83 учебных материалов

01Introduction2 материалов

Introduction

IntroductionВидеоFull Course ResourcesЧтение
02Setup Free Cybersecurity Lab with AI12 материалов

Setup Free Cybersecurity Lab with AI

Get ChatGPT API Key for Automated CybersecurityВидео

Учитесь у экспертов

Packt - Course Instructors

Преподаватель курса

AI-Powered Cyber Defense: Automating Security with Intelligent Agents
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 10.2 ч

9 модулей

Язык: Английский

Часть программы вашего университета
Essential Setup for AI-Driven Security AutomationВидео
Introduction to AI-Powered SIEM SolutionВидео
4 - All in One Solution ExplainedВидео
Deploying Microsoft Sentinel: Step-by-Step CreationВидео
Changes to Microsoft Sentinel and Lab SetupВидео
Introduction to New Security Portal InterfaceВидео
Configuring Microsoft Sentinel to Enable AI Driven Threat DetectionВидео
Understanding AI Project CostsВидео
Manual Deployment of Microsoft SentinelВидео
Setting Up Microsoft Sentinel and Managing CostsDIALOGUE
Setup Free Cybersecurity Lab with AI - AssessmentЗадание
03Integrating OpenAI ChatGPT with SIEM Solution11 материалов

Integrating OpenAI ChatGPT with SIEM Solution

Build in AI Capabilities with Microsoft SentinelВидеоThe Foundation for Cybersecurity Automation with AIВидеоCreating Your First Logic AppВидеоOptions to Connect Security Automation to ChatGPTВидеоTesting AI Responses for CybersecurityВидеоConfiguring Inputs for AIВидеоIntegrating OpenAI into Your Cybersecurity AutomationВидеоEnhancing Security Alerts with ChatGPT InsightsВидеоTesting First AI Integration for Cyber DefenseВидеоIntegrating Microsoft Sentinel with OpenAI Using Logic AppsDIALOGUEIntegrating OpenAI ChatGPT with SIEM Solution - AssessmentЗадание
04Threat Intelligence Enrichment with AI8 материалов

Threat Intelligence Enrichment with AI

Getting Started with Google Cloud Security AIВидеоBuilding a VirusTotal Enrichment AutomationВидеоObtaining Your VirusTotal API KeyВидеоCreating a Security Incident in Microsoft SentinelВидеоEnhancing Your Threat Intelligence WorkflowsВидеоAnalyzing Malware with AIВидеоIntegrating VirusTotal Code Insight into Incident AutomationDIALOGUEThreat Intelligence Enrichment with AI - AssessmentЗадание
05Advanced Cyber Defense Solutions with AI12 материалов

Advanced Cyber Defense Solutions with AI

Introduction to Advance AI Automation for CybersecurityВидеоHow to Use Logs Related to Cybersecurity IncidentВидеоProcessing and Parsing Security Logs with AIВидеоTesting AI-Powered Log AnalysisВидеоHow to Combine Multiple AI TogetherВидеоCombining AI Outputs for Superior Threat AnalysisВидеоTesting Real-World Incident Response with AIВидеоAutomating Security Query CreationВидеоImplementing AI-Driven Security AnalyticsВидеоTesting GenAI Security QueriesВидеоIntegrating Logs and KQL with GPT for Incident Response in SentinelDIALOGUEAdvanced Cyber Defense Solutions with AIЗадание
06Commercial AI Cyber Defense9 материалов

Commercial AI Cyber Defense

Overview of Commercial AI Solutions for CybersecurityВидеоExploring Intezer a Commercial AI Threat Analysis PlatformВидеоSetting Up Secure Key ManagementВидеоObtaining Your Intezer API KeyВидеоAutomating Malware Identification with AIВидеоExploring AI-Driven Threat Intelligence ResultsВидеоDecoding AI Automation LogicВидеоIntegrating AI-Powered Playbooks with Microsoft SentinelDIALOGUECommercial AI Cyber Defense - AssessmentЗадание
07Preparing Cybersecurity AI Automation for Production18 материалов

Preparing Cybersecurity AI Automation for Production

Introduction to Secure AI for CybersecurityВидеоProtecting Your AI SecretsВидеоDeploying AI Solutions from TemplatesВидеоAutomating Security Reports with ChatGPTВидеоBuild Your Personal AI Model in AzureВидеоUnderstanding ChatGPT Pricing in AzureВидеоChoosing the Right ChatGPT ModelВидеоDeploying AI Studio in AzureВидеоOverview of AI Studio in AzureВидеоDeep Dive into Azure AI FunctionalityВидеоDeploying Your ChatGPT Model in AzureВидеоChatGPT in Production for Cyber DefenseВидеоDeploying the Azure ChatGPT Playbook: Automate Your Security WorkflowВидеоReviewing Your AI-Enhanced Cybersecurity WorkflowВидеоAnalyzing Azure AI Automation ResultsВидеоRemediation Actions with AIВидеоTransforming AI Playbooks for Production: Security, Deployment, and AutomationDIALOGUEPreparing Cybersecurity AI Automation for Production - AssessmentЗадание
08Customizing AI with Your Data8 материалов

Customizing AI with Your Data

Introduction to Data Enrichment for AI in CybersecurityВидеоSetting Up Azure Storage for AI Data EnrichmentВидеоBuilding an AI Data Enrichment Automation for CybersecurityВидеоGenerate Files for AI Model EnrichmentВидеоIngesting Data into Your AI Model in AzureВидеоLeveraging Your Enriched AI Model for Enhanced Cyber DefenseВидеоSetting Up Azure Blob Storage as AI Enrichment for Sentinel IncidentsDIALOGUECustomizing AI with Your Data - AssessmentЗадание
09Conclusion3 материалов

Conclusion

Avoid Unexpected ChargesВидеоFull Course Practice AssessmentЗаданиеFull Course AssessmentЗадание