Ai For Cybersecurity With Chatgpt: Automate Security Defense

Master Cyber Security with AI and ChatGPT - Learn to Boost Threat Detection & Incident Response with GenAI Automation

What you'll learn

Develop a deep understanding of core concepts and proven strategies for seamlessly incorporating generative AI into cybersecurity practices

Learn how to set up and configure a fully functional cybersecurity lab in Azure, including resource provisioning and environment configuration

Discover how to infuse your SIEM environment with OpenAI ChatGPT for enriched security alerts, automated analysis and faster incident response.

Understand how to generate, manage, and securely use ChatGPT API keys to integrate AI into your cybersecurity workflow

Master the configuration of Azure services to enable seamless integration of AI tools for automated cybersecurity defenses

Gain hands-on experience in deploying Microsoft Sentinel, setting it up for optimal performance, and integrating its AI-driven threat detection capabilities

Learn to create Logic Apps that serve as the backbone for automated cybersecurity workflows, linking ChatGPT with other security tools.

Experiment with the ChatGPT Playground to test and fine-tune AI responses for different cybersecurity scenarios.

Gain expertise in integrating external threat intelligence sources to automate data enrichment and malware analysis

Learn techniques to automatically analyze raw security logs, parse data using AI, and generate dynamic queries to uncover threat

Understand how to integrate outputs from many AI solutions, enhancing overall threat analysis and decision-making capabilities

Develop skills to orchestrate automated incident response processes, reducing manual intervention and response time

Learn best practices for deploying scalable, secure AI integrations in production, including safeguarding sensitive credentials with Azure Key Vault

Gain insights into enriching and customizing AI models with your own data, leading to more accurate and context-aware threat detection

Requirements

No Prior Cybersecurity or AI Experience Needed: This course is designed for beginners and experts alike, so no previous knowledge is required.

Curiosity and Willingness to Learn: An eagerness to explore cutting-edge technologies and practical cybersecurity applications is all you need.

Internet Access: A reliable internet connection is essential for accessing online labs, cloud services, and course materials.

Description

Unlock the full potential of Artificial Intelligence in cybersecurity with our comprehensive, hands-on course designed for anyone — from security analysts to seasoned professionals seeking to optimize their Security Operations Center (SOC). Learn to leverage the power of AI, particularly ChatGPT and GenAI, to automate threat detection, accelerate incident response, build robust security defenses and stay ahead of evolving cyber threats.This course emphasize hands-on learning through practical labs that can be completed with free resources! You'll gain real-world experience by building and deploying AI-driven security solutions.Ready to transform your cyber security strategy? Join the future of cyber security automation with AI.Course is structured to provide a balanced mix of theory and hands-on practice:Setup Free Cybersecurity Lab with AI:Set up your lab in Azure, configure essential tools, and get started with ChatGPT API integration.Key Topics: API key generation, Microsoft Sentinel deployment  and understanding AI project costs.Integrating OpenAI ChatGPT with SIEM Solution:Infuse your SIEM system with AI capabilities by connecting Azure Logic Apps and ChatGPT.Key Topics: Building Logic Apps, testing AI responses, and enhancing security alerts.Threat Intelligence Enrichment with AI:Enhance threat intelligence using Google Cloud Security AI Workbench and VirusTotal integration.Key Topics: Threat Intelligence, incident simulation and malware analysis with Artificial Intelligence.Advanced Cyber Defense Solutions with AI:Automate raw log analysis, generate dynamic queries, and combine multiple AI outputs for superior threat analysis.Key Topics: Advanced log analysis, AI-enhanced playbooks, and real-world incident response testing.Commercial AI Cyber Defense:Explore market-ready AI tools such as Intezer for automated threat detection and malware analysis.Key Topics: Secure key management, commercial AI integration and automated malware identification.Preparing Cybersecurity AI Automation for Production:Get production-ready with scalable, secure AI deployments in Azure.Key Topics: Secure AI integrations, ChatGPT pricing, deployment templates and AI studio functionalities.Customizing AI with Your Data:Learn to enrich AI models with your own data for personalized threat intelligence.Key Topics: Data enrichment automation and Artificial Intelligence model customization.Conclusion and Best Practices:Summarize actionable tips and strategies to avoid unexpected costs and optimize your AI-driven cybersecurity workflows.What You'll Gain?Automate Cyber Defense: Learn to integrate ChatGPT with advanced SIEM solutions to create robust, AI-powered security workflows.Optimize SOC Operations: Gain the skills to set up and manage a free, hands-on cyber security lab on Azure, enabling real-world testing and analysis.Enhance Threat Detection: Discover how to use Artificial Intelligence for automated log analysis, dynamic KQL query generation, and enriched threat intelligence.Deploy Scalable Solutions: Understand production-ready deployment practices for AI solutions, ensuring your systems are secure, scalable, and efficient.Hands-On Experience: Benefit from practical labs, including free deployments, that let you experiment with Microsoft Sentinel, Azure Logic Apps, VirusTotal integration, and commercial tools like Intezer.Comprehensive Skill Set: From basic setup to advanced incident response and commercial integrations, this course covers all aspects of AI-enhanced cybersecurity.Who Should Enroll?Security Analysts & SOC Professionals: Enhance your incident response, automate threat detection, and streamline security operations.IT and Network Professionals: Gain insights into integrating AI-driven tools to improve network security and reduce manual workloads.Aspiring Cyber Security Professionals: Jumpstart your career with cutting-edge AI skills.AI Enthusiasts & Students: Explore the exciting intersection of AI and cybersecurity.Anyone Seeking to Understand and Mitigate Modern Cyber Threats: Gain practical skills to protect yourself and your organization.

Overview

Section 1: Introduction

Lecture 1 Introduction

Section 2: Setup Free Cybersecurity Lab with AI

Lecture 2 Get ChatGPT API Key for Automated Cybersecurity

Lecture 3 Essential Setup for AI-Driven Security Automation

Lecture 4 Introduction to AI-Powered SIEM Solution

Lecture 5 4 - All in One Solution Explained

Lecture 6 Deploying Microsoft Sentinel: Step-by-Step Creation

Lecture 7 Configuring Microsoft Sentinel to Enable AI Driven Threat Detection

Lecture 8 Understanding AI Project Costs

Lecture 9 Manual Deployment of Microsoft Sentinel

Section 3: Integrating OpenAI ChatGPT with SIEM Solution

Lecture 10 Build in AI Capabilities with Microsoft Sentinel

Lecture 11 The Foundation for Cybersecurity Automation with AI

Lecture 12 Creating Your First Logic App

Lecture 13 Options to Connect Security Automation to ChatGPT

Lecture 14 Testing AI Responses for Cybersecurity

Lecture 15 Configuring Inputs for AI

Lecture 16 Integrating OpenAI into Your Cybersecurity Automation

Lecture 17 Enhancing Security Alerts with ChatGPT Insights

Lecture 18 Testing First AI Integration for Cyber Defense

Section 4: Threat Intelligence Enrichment with AI

Lecture 19 Getting Started with Google Cloud Security AI

Lecture 20 Building a VirusTotal Enrichment Automation

Lecture 21 Obtaining Your VirusTotal API Key

Lecture 22 Creating a Security Incident in Microsoft Sentinel

Lecture 23 Enhancing Your Threat Intelligence Workflows

Lecture 24 Analyzing Malware with AI

Section 5: Advanced Cyber Defense Solutions with AI

Lecture 25 Introduction to Advance AI Automation for Cybersecurity

Lecture 26 How to Use Logs Related to Cybersecurity Incident

Lecture 27 Processing and Parsing Security Logs with AI

Lecture 28 Testing AI-Powered Log Analysis

Lecture 29 How to Combine Multiple AI Together

Lecture 30 Combining AI Outputs for Superior Threat Analysis

Lecture 31 Testing Real-World Incident Response with AI

Lecture 32 Automating Security Query Creation

Lecture 33 Implementing AI-Driven Security Analytics

Lecture 34 Testing GenAI Security Queries

Section 6: Commercial AI Cyber Defense

Lecture 35 Overview of Commercial AI Solutions for Cybersecurity

Lecture 36 Exploring Intezer a Commercial AI Threat Analysis Platform

Lecture 37 Setting Up Secure Key Management

Lecture 38 Obtaining Your Intezer API Key

Lecture 39 Automating Malware Identification with AI

Lecture 40 Exploring AI-Driven Threat Intelligence Results

Lecture 41 Decoding AI Automation Logic

Section 7: Preparing Cybersecurity AI Automation for Production

Lecture 42 Protecting Your AI Secrets

Lecture 43 Deploying AI Solutions from Templates

Lecture 44 Automating Security Reports with ChatGPT

Lecture 45 Build Your Personal AI Model in Azure

Lecture 46 Understanding ChatGPT Pricing in Azure

Lecture 47 Choosing the Right ChatGPT Model

Lecture 48 Deploying AI Studio in Azure

Lecture 49 Overview of AI Studio in Azure

Lecture 50 Deep Dive into Azure AI Functionality

Lecture 51 Deploying Your ChatGPT Model in Azure

Lecture 52 ChatGPT in Production for Cyber Defense

Lecture 53 Deploying the Azure ChatGPT Playbook: Automate Your Security Workflow

Lecture 54 Reviewing Your AI-Enhanced Cybersecurity Workflow

Lecture 55 Analyzing Azure AI Automation Results

Section 8: Customizing AI with Your Data

Lecture 56 Introduction to Data Enrichment for AI in Cybersecurity

Lecture 57 Setting Up Azure Storage for AI Data Enrichment

Lecture 58 Building an AI Data Enrichment Automation for Cybersecurity

Lecture 59 Generate Files for AI Model Enrichment

Lecture 60 Ingesting Data into Your AI Model in Azure

Lecture 61 Leveraging Your Enriched AI Model for Enhanced Cyber Defense

Section 9: Conclusion

Lecture 62 Avoid Unexpected Charges

Cyber Security Analysts & SOC Professionals,IT and Network Professionals,Aspiring Cyber Security Professionals,AI Enthusiasts & Students,Penetration Testers & Ethical Hackers,Cloud Security Specialists,Incident Response Teams,Cybersecurity Architects & Consultants