Securing your AI model development pipeline
Securing your AI model development pipeline


Author: Google Cloud Tech – Duration: 00:09:11
Vertex AI Pipelines → https://goo.gle/41IIBSZ
Binary authorization → https://goo.gle/3VOTAGL
Vertex AI Pipeline Demo → https://goo.gle/4ghaHJE
Are you concerned about AI models going rogue? Secure your AI development pipeline using Google Cloud and open source tools to mitigate risks throughout the model lifecycle. From data security to model integrity, watch and learn how to build robust and reliable AI systems on Google Cloud. Chapters: 0:00 – Intro 0:45 – Understanding critical risks in AI development 2:47 – Google Cloud IAM 4:00 – Model integrity with model signing 5:48 – Model and data transparency 7:15 – Verified model serving 8:13 – Summary More resources: Model signature and provenance → https://goo.gle/49G0tjw
Google SAIF → https://goo.gle/3Dbfg9s
AI Supply Chain White Paper → https://goo.gle/3ZRZf15
Watch more AI guide for cloud developers → https://goo.gle/AtoZforAI
Subscribe to Google Cloud Tech → https://goo.gle/GoogleCloudTech
#GoogleCloud #AIforDevelopers Speaker: Sita Lakshmi Sangameswaran Products mentioned: Vertex AI, AI infrastructure, identity and access management, Google Cloud security, Security Command Center, sensitive data protection, binary authorization






