CAN LLMs BE ATTACKED!
In this video, we're going to talk about the importance of AI security and how to protect your Language Model aka llm program from attack.
AI Security Series -1 of 3 : ChatGPT and other Generative AI use Large Language Model (LLM) but can these AI systems be attacked? ☠ 🤔
Who is this video for?
If you work with LLMs used by AI system or working on securing of internal LLM being built; then you would this video helpful in understanding the types of attacks that be used against a LLM.
In this 3 part AI Security series from Cloud Security Podcast Original we cover - How can LLMs be attacked by malicious threat actors - beyond the phishing email that everyone has been talking about.
Do leave a comment if you think we have missed anything or feel free to share it with someone who is working on securing their LLM applications.
Useful Resources are listed here:
NIST AI Risk Management Framework - https://nvlpubs.nist.gov/nistpubs/ai/...
Attack Mitre for LLM - Atlas https://atlas.mitre.org/
OWASP Top 10 LLM - https://owasp.org/www-project-top-10-...
The AI Attack Surface Map v1.0 - Daniel Miessler, Unsupervised Learning - https://danielmiessler.com/blog/the-a...
Timeline:
00:00 Intro
00:49 LLM Explained
01:40 LLM Application Input Prompts
03:01 Data used by LLM Applications
04:58 LLM Applications Themselves
08:15 Infrastructure used to host LLM Application
11:11 What about Responsible AI
12:05 Ways to protect LLM Applications against these attacks
13:00 Useful Resources for AI Security
13:30 How do you defend against AI Attacks?
13:38 Outro
#ai #llm #cloudsecurity
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