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Generative AI Security Top Considerations

John Savill's Technical Training
318K subscribers
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11K views 5 months ago #Azure #AI #security
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 …...more
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Generative AI Security Top Considerations
288Likes
11,550Views
Nov 42024
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/Random... ► Azure AI Landing Zone: 🔗 https://techcommunity.microsoft.com/t... ► AI Shared Responsibility: 🔗 https://learn.microsoft.com/azure/sec... ► Azure responsible AI: 🔗 https://www.microsoft.com/ai/principl... ▬▬▬▬▬▬ Want to learn more? 🚀 ▬▬▬▬▬▬ 📖 Recommended Learning Path for Azure 🔗 https://learn.onboardtoazure.com 🥇 Certification Content Repository 🔗 https://github.com/johnthebrit/Certif... 📅 Weekly Azure Update 🔗    • Azure Infrastructure Updates   ☁ Azure Master Class 🔗    • Microsoft Azure Master Class v2 (bein...   ⚙ DevOps Master Class 🔗    • DevOps Master Class   💻 PowerShell Master Class 🔗    • PowerShell Master Class   🎓 Certification Cram Videos 🔗    • Microsoft Certification Exam Prep Videos   🧠 Mentoring Content 🔗    • Virtual Mentoring   ❔ 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-... 👂 Enable the subtitles and from there you can translate to your native language via the auto-translate feature in settings!    • YouTube Captions and Auto Translate Q...   for a demo of using this feature. SUBSCRIBE ✅    / @ntfaqguy   #Azure #AI #security

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John Savill's Technical Training

318K subscribers