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Building AI Security Awareness Through Red Teaming with Gandalf

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Overview

Explore AI security with the Lakera LLM Security Playbook. This guide is a valuable resource for everyone looking to understand the risks associated with AI technologies.

Ideal for professionals, security enthusiasts, or those curious about AI, the playbook offers insight into the challenges and solutions in AI security.

Highlights

  • Comprehensive Analysis of LLM Vulnerabilities: Detailed overview of critical security risks in LLM applications.
  • Gandalf - The AI Education Game: Introduction to Gandalf, an online game designed for learning about AI security.
  • Expansive Attack Database: Insights from a database of nearly 30 million LLM attack data points, updated regularly.
  • Lakera Guard - Security Solution: Information about Lakera Guard, developed to counteract common AI threats.‍
  • Practical Security Advice: Tips on data sanitization, PII detection, and keeping up-to-date with AI security developments.

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Overview

This guide takes you on an interactive journey through AI security with Gandalf, a red-teaming game designed to expose vulnerabilities in generative AI systems. You’ll learn how attackers exploit weaknesses in AI defenses and how to design stronger protections through hands-on exploration.

Highlights

  • Anatomy of AI Vulnerabilities: Understand the common security gaps in LLMs and why they matter.
  • Real-World Scenarios: Experience security challenges inspired by real-world threats at each level of Gandalf.
  • Red-Teaming Techniques: Learn practical methods for bypassing AI defenses and why layered security is critical.
  • Layered Defenses in Action: See how different security mechanisms work together—and where they fall short.
  • Engaging Gameplay: Play through Gandalf’s levels to explore AI vulnerabilities firsthand and test your knowledge.

Packed with dynamic challenges and actionable insights, this guide makes AI security tangible, practical, and fun.