Bugcrowd
Bugcrowd
Updated Ultimate Guide to AI Security in 2026
Two years ago, Bugcrowd released the Ultimate Guide to AI Security, exploring AI as a tool, a target, and a threat. It’s our most popular ebook, but a lot has changed in two years.

So we created a brand new edition! This guide helps security leaders take that first step by breaking down AI safety and security, focused on generative AI: what it means, why it matters, common attacks, and how to think about defense.

Download the guide to learn:
  • The fundamentals of AI security
  • An overview of the most common AI attacks
  • Insights into the rise of agentic testing and how security teams should factor in agentic solutions