Hi all,
While encryption at rest and in transit is standard, data in memory remains exposed to untrusted agents, host memory scraping, infrastructure compromise, and operator access without hardware-enforced isolation. Protecting sensitive datasets, proprietary model weights, and cryptographic keys during model execution and agentic workloads is a core requirement for enterprise adoption of emerging technologies in regulated industries.
We are hosting a webinar called "Confidentiality for the Agentic World: How to Secure your Data, Models, and Keys in Use" on BrightTalk featuring Google Cloud security experts @Brad Meador, @Solomon Cates, and @Joanna Young. We will share how Google Cloud Confidential Computing leverages hardware-based Trusted Execution Environments, silicon roots of trust, and cryptographic attestation to isolate confidential agentic and training/inference workloads.
We'll cover:
- Hardware-Enforced Data in Use Protection: Isolate agentic workflows, model training, and inference workloads within hardware-rooted Confidential VMs and confidential accelerators.
- End-to-End Payload Confidentiality: Ensure agent memory, tool payloads, prompts, context data, embeddings, and generated responses remain encrypted in memory and protected against unauthorized host or infrastructure access.
- Cryptographic Sovereignty & Key Custody: Enforce customer-controlled key custody with Confidential Cloud EKM, conditioning key release on cryptographic hardware attestation before decrypting model weights, agent credentials, or data.
- Confidential Multi-Party Collaboration: Train models and execute analytics across multi-tenant or distrusted parties without exposing raw datasets or underlying intellectual property.
- Production Reliability with Zero Downtime: Maintain confidential isolation domains seamlessly across infrastructure maintenance events using Confidential VM Live Migration.
We are keen to share what we're learning about confidential computing and hear your thoughts.
Session Details:
- When: October 21, 2026, 8-9 am PT
- Registration/Replay: Register Here
What are the biggest challenges your organization is facing when it comes to securing data in use and managing cryptographic keys for agentic workloads? Hope to see you there.
Cheers,
Rashmi Sahni
Senior Product Marketing Manager
Google Cloud Security
