Securing Generative AI Systems

Published 7/2024
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 5h 41m | Size: 1.85 GB

Learn how to secure Generative AI Systems | Hands-on experience in your own free Azure environment

What you’ll learn
Explore the fundamentals of generative AI, including its principles, applications, and implications for cyber security.
Familiarize yourself with essential Azure services and configurations.
Establish a strong foundation with an overview of core concepts for a Security Operations Center.
Learn the key concepts of Cyber Threat Intelligence.
Understand the essentials of identifying, prioritizing, and mitigating vulnerabilities within an organization’s infrastructure.
Gain insight into Microsoft’s security ecosystem, including tools, best practices, and zero trust for safeguarding digital assets.
Discover specific cybersecurity challenges and solutions tailored to generative AI systems.
Learn about common attack vectors targeting generative AI and effective countermeasures to defend against them.
Understand additional risks associated with generative AI, including ethical concerns, bias, and compliance issues.
Review the OWASP Top 10 vulnerabilities specific to large language models and how to mitigate them.
Get acquainted with the MITRE ATLAS framework and its application to generative AI threat analysis.
Develop skills in threat modeling to identify, assess, and address potential security threats to generative AI systems.
Design and implement a robust security architecture tailored for generative AI environments.
Analyze a detailed case study on exploiting large language models to understand potential vulnerabilities and protective measures.
Gain hands-on experience by building and securing your own generative AI model using Azure OpenAI Services

Requirements
Basic IT Knowledge
Willingness to learn cool stuff!

Who this course is for
SOC Analyst
CISO
Red Team
Blue Team
Cybersecurity Professional
Ethical Hacker
Penetration Tester
Incident Handler
IT Architect
Cloud Architect