AI Security Architecture Secrets You Need to Know NOW

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Prabh Nair

58 episodes

3 days ago

Dive deep into the world of information security with Prabh Nair, a seasoned expert with a knack for distilling complex topics into easily digestible insights. Each episode, spanning just 15 minutes, is designed to provide listeners with a concise and clear understanding of the ever-evolving landscape of infosec. Whether you're a professional looking to stay updated, a student eager to learn, or just curious about the digital realm, Prabh's enlightening discussions promise to keep you informed and engaged. Tune in for your regular dose of cybersecurity wisdom, all in a quarter of an hou

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AI Security Architecture Secrets You Need to Know NOW

Prabh Nair

1 hour 19 minutes 46 seconds

3 days ago

AI Security Architecture Secrets You Need to Know NOW

If you’re scaling GenAI beyond prototypes, this episode is your blueprint. Mayank and Prabh walk through a practical, cloud-ready AI security architecture—how to protect data, models, prompts, and pipelines while staying compliant with EU AI Act, NIST AI RMF, and ISO 42001. We cover what changes when models become crown-jewel assets, how to apply Zero-Trust to training and inference, and how to ship safely without slowing delivery.Documenthttps://docs.google.com/document/d/17k3PzijdvtTRHKbOaqvibI6Acte7Hv7gbQSvgJTdJDs/edit?usp=drivesdkWhat you’ll learnAI security vs traditional security: new attack surface across data, models, prompts, toolsData protection playbook: encryption, access control, lineage, validation, auditabilityModel safety in production: adversarial testing, prompt/response controls, drift monitoringZero-Trust for AI: identity-first design, micro-segmentation, least-privilege IAM, JIT accessThird-party & supply chain risk: vendor due diligence, red-line data, output monitoring, exit plansAI incident response: detect, contain, investigate, and recover from poisoning and abuseGovernance that works: risk tiers, model cards, policy guardrails, human-in-the-loopBuild vs buy: platforms, guardrails, and controls without blocking product velocityFuture-proofing: modular MLOps, retrain/swap agility, transparent governanceWho this is forCISOs, security architects, ML leaders, platform teams, and founders running GenAI in regulated or high-risk environments.GEN AI Securityhttps://www.youtube.com/watch?v=aTJPKifa1VMAI Governancehttps://www.youtube.com/watch?v=LgFBi5XD-Ow&t=5668s&pp=ygUNYWkgZ292ZXJuYW5jZQ%3D%3DCISO talkshttps://www.youtube.com/playlist?list=PL0hT6hgexlYwPTD-wC3oFBe27VGEiizg1NIST Serieshttps://www.youtube.com/watch?v=VcC_KabV_Ho&list=PL0hT6hgexlYy0vBwMv0eteiyAxB48RQzy&pp=gAQBiAQBGRC Serieshttps://www.youtube.com/watch?v=mq_vSLHm4r0&list=PL0hT6hgexlYztA41j1bceTfVagP9mtq28&pp=gAQBISO 27001 Videohttps://www.youtube.com/watch?v=sQqJH2naU6I&t=1454s&pp=ygUeaXNvIDI3MDAxIGltcGxlbWVudGF0aW9uIHN0ZXBzISO 27001 Implementation Guidehttps://www.youtube.com/watch?v=GBfwk10Hh-o&pp=ygUeaXNvIDI3MDAxIGltcGxlbWVudGF0aW9uIHN0ZXBzGRC Practical Serieshttps://www.youtube.com/playlist?list=PL0hT6hgexlYztA41j1bceTfVagP9mtq28GRC Interviewhttps://www.youtube.com/playlist?list=PL0hT6hgexlYz1Usn1Nrnur6OzVoz59zylInternal Audithttps://www.youtube.com/playlist?list=PL0hT6hgexlYyNWBcGYfabwumCr0GKmLWvStudy with MeTelegram Grouphttps://t.me/Prabhstudy#AISecurity #GenAI #ZeroTrust #AIGovernance #EUAIAct #NISTAI #ISO42001 #MLOps #LLMSecurity #DataSecurity #ModelRisk #AdversarialML #IncidentResponse #SecurityArchitecture #CloudSecurity #SupplyChainRisk #PromptSecurity #AICompliance #ThreatDetection