DeepSec 2024 Talk: A Practical Approach to Generative AI Security – Florian Grunow & Hannes Mohr
The rise of applications based on AI (mostly generative AI) forces us to think about the security and privacy implications of these systems. We will try to make sense about the attack surface of generative AI applications, what practitioners in the field need to consider in development and operations, and how they can derive security measures for these systems. We will first dive into the range of generative AI applications using examples of the OpenAI ecosystem. This will give the audience an understanding about the fundamental problem of AI from a security perspective. We then offer an insight into the attack surface that those applications have. This will help understand what needs to be secured and what can be secured. Many times, good old security best practices will be a good start, although AI