[Video] Securing AI Implementations - Moving from Experimentation to Production
Hey Community,
Watch the new video on InterSystems Developers YouTube:
⏯ Securing AI Implementations - Moving from Experimentation to Production @ Global Summit 2024
As AI systems transition to full-scale production environments, their security demands not only traditional cybersecurity best practices (such as good access controls and authentication mechanisms), but also specialized protections tailored to AI technologies. Key among these is maintaining an inventory of AI usage (comprehensive AI Bills of Materials (AI-BOMs) that enumerate all components of AI systems), robust logging practices, and continuous monitoring of prompts, and inference results to swiftly identify and mitigate potential security threats. This presentation will cover the top security risks facing Large Language Model (LLM) implementations, with a focus on protecting sensitive data and proprietary information. We will discuss a few industry-wide initiatives and highlight best practices in securing AI systems, Retrieval Augmented Generation (RAG) implementations, and the "LLM stack".
🗣 Presenter: Omar Santos, Distinguished Engineer, Cisco
Enjoy watching, and expect more videos! 👍
Comments
No luck, do I have to sign in to YouTube?
This is a private video. Please sign in to verify that you may see it.
In fact The Global Summit 2024 YouTube playlist says: "46 unavailable videos are hidden".
Hello @Jani Hurskainen, as we publish videos from the Global Summit over a period of time and not all at once, some of them are still unavailable for the general consumption. As for this particular video, thank you for spotting that it's private, we've switched it to public. Please enjoy!