Cloud AI Security

2 resources

Infrastructure & Deployment

Managed AI service security, multi-tenant isolation, and cloud controls

paper reviewed open access 2024

Confidential Computing for AI Workloads: Survey and Best Practices

Microsoft Azure Confidential Computing Team — Microsoft Research

Surveys confidential computing technologies (SGX, SEV, TDX) applied to AI workloads covering secure training, inference, and multi-party computation.

confidential computing cloud ai security

report reviewed open access 2023

Google: Secure AI Framework (SAIF)

Google — Google Security Blog

Google's conceptual framework for secure AI systems with six core elements covering security foundations, detection, automation, and contextualization.

risk frameworks cloud ai security