Securing GenAI Systems

Protect GenAI Apps: Secure Every Step from Data to Inference with Real-World Tools

What you'll learn

• Identify the most common security risks in GenAI systems – including prompt injection, data leakage, model poisoning, and more.
• Apply protection strategies at every stage of the GenAI pipeline — from data collection to inference and monitoring.
• Know real-world tools and platforms to secure AI components.
• Design layered, explainable, and practical security solutions that are future-ready

Requirements

A basic understanding of AI, An interest in responsible AI, security

Description

Welcome to our brand new course 'Securing GenAI Systems'!

Whether you're coding cool stuff, a security whiz, or just super curious about the wild world of Generative AI – this course is built to give you one seriously cool superpower: knowing how to build GenAI apps that are safe, secure, and totally trustworthy.

Right now, pretty much anyone can whip up a GenAI app overnight… but here’s the kicker: very few people actually know how to keep it safe. And that, my friend, is exactly what we're going to fix together in this course!

What Are We Diving Into?

We'll kick things off by getting the full picture of how GenAI systems actually work and why those old-school security tricks sometimes just don't cut it anymore.

Then, we’re going to deep-dive into the OWASP Top 10 risks specifically for GenAI – think of them as the biggest bad guys lurking around. We’ll talk about stuff like:

• Prompt Injection (when someone tricks your AI)
• Data Poisoning (when bad data messes up your AI)
• System Prompt Leakage (when your AI spills its secrets)
• Vector Store Weaknesses (vulnerable data storage)
• Unbounded Resource Usage (when your AI goes rogue and eats up all your resources)
• …and a bunch more!

But we're not just going to talk about it. You'll get to see exactly how to secure GenAI applications, step-by-step, from grabbing data and managing information, all the way to fine-tuning your AI, controlling its output, and keeping an eye on it once it's live.

For every concept, we’ll show you real-world examples, introduce you to the industry tools the pros use, and walk you through practical fixes you can apply right away. Think of this as the security cheat sheet you'll wish you had before you even thought about launching your first GenAI app!

By the End, You'll Be a GenAI Security Boss!

You'll be able to:

• Understand the ins and outs of GenAI systems.
• Spot and stop those sneaky GenAI threats.
• Secure your apps at every single stage of their life.
• Use awesome modern tools to protect against misuse and attacks.
• And build systems your users (and your legal team!) can actually trust.

Let's Get This Party Started!

So if you're ready to ditch the AI hype and get seriously hands-on with making GenAI secure and awesome, just click into the next lecture. Let's start building responsibly, securely, and confidently together!

I'll see you inside!

Who this course is for:

Developers and ML engineers, Security professionals, Tech product managers, AI/ML students and researchers, Anyone interested in building secure, trustworthy, and responsible AI system