Generative AI Security Top Considerations

What new risks generative AI brings to your applications and how to mitigate.

🔎 Looking for content on a particular topic? Search the channel. If I have something it will be there!

🤔 Due to the channel growth and number of people wanting help I no longer can answer or even read questions, and they will just stay in the moderation queue never to be seen so please post questions to other sites like Reddit, Microsoft Community Hub etc.

▬▬▬▬▬▬ C H A P T E R S ⏰ ▬▬▬▬▬▬
00:00 – Introduction
00:45 – App architecture
05:39 – Normal security considerations
10:58 – Creative nature of generative AI
14:24 – The model security
17:04 – Fine-tuning
18:07 – Protecting your IP
19:11 – Restrict API access to models
20:42 – Prompt injection
21:26 – Data leakage
24:42 – Plug-ins and agents
25:29 – Prompt injection
29:35 – Indirect attack
30:58 – Content filters
33:58 – Perform your own testing
35:47 – Responsibility
40:40 – AI for good
41:20 – Summary
43:12 – Close

▬▬▬▬▬▬ K E Y L I N K S 🔗 ▬▬▬▬▬▬
► Whiteboard:
🔗 https://github.com/johnthebrit/RandomStuff/raw/master/Whiteboards/GenAISecurity.png
► Azure AI Landing Zone:
🔗 https://techcommunity.microsoft.com/t5/azure-architecture-blog/azure-openai-landing-zone-reference-architecture/ba-p/3882102
► AI Shared Responsibility:
🔗 https://learn.microsoft.com/azure/security/fundamentals/shared-responsibility-ai
► Azure responsible AI:
🔗 https://www.microsoft.com/ai/principles-and-approach/

▬▬▬▬▬▬ Want to learn more? 🚀 ▬▬▬▬▬▬
📖 Recommended Learning Path for Azure
🔗 https://learn.onboardtoazure.com
🥇 Certification Content Repository
🔗 https://github.com/johnthebrit/CertificationMaterials
📅 Weekly Azure Update
🔗 https://youtube.com/playlist?list=PLlVtbbG169nEv7jSfOVmQGRp9wAoAM0Ks
☁ Azure Master Class
🔗 https://youtube.com/playlist?list=PLlVtbbG169nGccbp8VSpAozu3w9xSQJoY
⚙ DevOps Master Class
🔗 https://youtube.com/playlist?list=PLlVtbbG169nFr8RzQ4GIxUEznpNR53ERq
💻 PowerShell Master Class
🔗 https://youtube.com/playlist?list=PLlVtbbG169nFq_hR7FcMYg32xsSAObuq8
🎓 Certification Cram Videos
🔗 https://youtube.com/playlist?list=PLlVtbbG169nHz2qfLvPsAz9CnnXofhmcA
🧠 Mentoring Content
🔗 https://youtube.com/playlist?list=PLlVtbbG169nGHxNkSWB0PjzZHwZ0BkXZZ
❔ Questions? Maybe I answered it in my FAQ
🔗 https://savilltech.com/faq
👕 Cure Childhood Cancer Charity T-Shirt Channel Store
🔗 https://johns-t-shirts-store.creator-spring.com/

👂 Enable the subtitles and from there you can translate to your native language via the auto-translate feature in settings! https://youtu.be/v5b53-PgEmI for a demo of using this feature.

SUBSCRIBE ✅ https://www.youtube.com/channel/UCpIn7ox7j7bH_OFj7tYouOQ?sub_confirmation=1

#Azure #AI #security