Tag: data validation
Why MLOps Pipelines Need Security Audits
Natacha Bakir | | AI security, Airflow Variables, Apache Airflow, artifact integrity, auditability, data validation, devsecops, machine learning security, ML pipelines, MLOps, model metadata, model security, pipeline security, SecMLOps, secrets management, SHA-256A practical SecMLOps experiment shows how Apache Airflow ML pipelines can adopt DevSecOps controls for secrets, validation, artifact integrity and auditable security evidence ...
Without These 3 Things, You Don’t Have DevSecOps
DevSecOps adds security to the DevOps software development and releasing paradigm. Everyone thinks this is a great idea, except actual Dev and Ops practitioners, for whom security can be a thankless, stressful ...
