Secure Open Source MLOps - Ubuntu Principles
18 min

Secure Open Source MLOps - Ubuntu Principles

MLOps World - MLOps World & Generative AI World 2024
Andreea Munteanu Maciej Mazur
ubuntu data-tokenization privacy-enhancing-technologies mlops kubernetes kubeflow confidential-computing security compliance open-source machine-learning ai
Back to the Future: Next-Generation Cloud Native Security
30 min

Back to the Future: Next-Generation Cloud Native Security

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Matt Jarvis Andrew Martin
cloud-native-security kubernetes containers webassembly rust ebpf confidential-computing post-quantum-cryptography ai-security supply-chain-security vulnerability-management hardware-security
The Next Episode in Workload Isolation: Confidential Containers
31 min

The Next Episode in Workload Isolation: Confidential Containers

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Jeremi Piotrowski
confidential-computing containers kata-containers kubernetes trusted-execution-environments amd-sev-snp attestation memory-encryption cloud-native workload-isolation secure-nested-paging hypervisor
Confidential Containers Made Easy
34 min

Confidential Containers Made Easy

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Fabiano Fidencio Jens Freimann
confidential-computing kubernetes containers trusted-execution-environments tee kata-containers coco cloud-native security data-protection attestation
MLOps on Highly Sensitive Data - Strict Confinement, Confidential Computing, and Tokenization Protecting Privacy
14 min

MLOps on Highly Sensitive Data - Strict Confinement, Confidential Computing, and Tokenization Protecting Privacy

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Maciej Mazur Andreea Munteanu
mlops kubernetes kubeflow confidential-computing tokenization data-privacy strict-confinement apparmor intel-sgx amd-trusted-zones devsecops ai-ml
The ChatGPT Privacy Tango: Dancing with Data Security and Large Language Models
51 min

The ChatGPT Privacy Tango: Dancing with Data Security and Large Language Models

PyCon - PyCon US 2023
Jason Mancuso Mike Gardner
large-language-models llm chatgpt data-privacy data-security confidential-computing secure-enclaves attestation pii-removal named-entity-recognition python machine-learning