AI for CyberSecurity with ChatGPT: Automate Security Defense

Course Overview

• Course Title: AI for CyberSecurity with ChatGPT: Automate Security Defense
• Instructor: Pavel Hrabec
• Target Audience:
  • Security Analysts & SOC Professionals
  • IT and Network Professionals
  • Aspiring Cyber Security Professionals
  • AI Enthusiasts & Students
  • Anyone Seeking to Understand and Mitigate Modern Cyber Threats
• Prerequisites:
  • No Prior Cybersecurity or AI Experience Needed
  • Curiosity and Willingness to Learn
  • Internet Access

Curriculum Highlights

• Key Topics Covered:
  • Setup Free Cybersecurity Lab with AI
  • Integrating OpenAI ChatGPT with SIEM Solution
  • Threat Intelligence Enrichment with AI
  • Advanced Cyber Defense Solutions with AI
  • Commercial AI Cyber Defense
  • Preparing Cybersecurity AI Automation for Production
  • Customizing AI with Your Data
  • Conclusion and Best Practices
• Key Skills Learned:
  • 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
  • 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 threats
  • 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

Course Format

• Duration: 5 hours on-demand video
• Format: Self-paced online course
• Resources:
  • 10 downloadable resources
  • Access on mobile and TV
  • Closed captions
  • Audio description in existing audio
  • Certificate of completion