Summary
In this module, you learned about fundamental concepts of AI security. You learned about the distinct challenges AI security presents compared to traditional cybersecurity measures. You also learned about mitigations that can be implemented to prevent these exploits. You also learned about the significance of Responsible AI, the three layers of AI architecture, and the security issues can occur at each layer. You learned that attacks against AI systems evolve and that it's necessary for you to monitor models and responses to mitigate new and novel attack techniques.
Other Resources
To continue your learning journey, go to:
- Microsoft-Responsible-AI-Standard-v2-General-Requirements-3.pdf
- Crescendo (crescendo-the-multiturn-jailbreak.github.io)
- How Microsoft discovers and mitigates evolving attacks against AI guardrails | Microsoft Security Blog
- Overreliance on AI Literature Review (microsoft.com)
- https://video2.skills-academy.com/training/modules/introduction-to-microsofts-responsible-ai-approach/
- https://video2.skills-academy.com/training/modules/embrace-responsible-ai-principles-practices/