AI for CyberSecurity with ChatGPT: Automate Security Defense (Udemy.com)

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:

1. 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.

2. 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.

3. 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.

4. 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.

5. 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.

6. 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.

7. 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.

8. 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.