azure machine learning

Azure Machine Learning Data Import and Data Connections retire on September 30, 2026, and teams should treat the deadline as a data-freshness incident waiting to happen—not a routine portal cleanup. Microsoft says existing connections will stop functioning and scheduled refreshes will no longer...

Verdict: move every Azure Machine Learning Data Import or Data Connection workload to a Fabric-managed ingestion design before September 30, 2026, but do not treat Fabric as a like-for-like connector replacement. Use scheduled Fabric Pipelines when Azure ML needs a controlled copy, OneLake...

Microsoft’s May 2026 security guidance describes CVE-2026-33833 as an Azure Machine Learning Notebook spoofing vulnerability in which successful exploitation could expose sensitive information and permit limited modification of disclosed information, while not directly disrupting service...

Microsoft disclosed CVE-2026-32207 as an Azure Machine Learning Notebook spoofing vulnerability in its Security Update Guide, framing the issue as a cloud-service security flaw where the existence of the vulnerability is acknowledged even if public technical detail remains deliberately sparse...