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Security

MLOps Blog Series Part 4: Testing security of secure machine learning systems using MLOps

12 July 2022

The growing adoption of data-driven and machine learning-based solutions is driving the need for businesses to handle growing workloads, exposing them to extra levels of complexities and vulnerabilities. Here are some key approaches and tests for securing your machine learning systems against attacks with Azure Machine Learning using MLOps.

Product Marketing Manager, Data and AI Marketing

Digital transformation for manufacturers requires additional IT/OT security

07 July 2022

While every industry is vulnerable to a ransomware attack, manufacturers are at a particular risk. While digitization and automation have helped transform the industry, it has simultaneously opened up new attack vectors within organizations. With the risks so high, an enterprise-level solution that provides visibility and protection like Microsoft Defender for IoT is essential.

IoT Sales Director, WW IoT Specialist Team

MLOps Blog Series Part 1: The art of testing machine learning systems using MLOps

14 June 2022

Testing is an important exercise in the life cycle of developing a machine learning system to assure high-quality operations. In this blog, we will look at testing machine learning systems from a Machine Learning Operations (MLOps) perspective and learn about good case practices and a testing framework that you can use to build robust, scalable, and secure machine learning systems.

Product Marketing Manager, Data and AI Marketing

Achieve seamless observability with Dynatrace for Azure

09 June 2022

Microsoft Azure enables customers to host their apps on the globally trusted cloud platform and use the services of their choice by closely partnering with popular SaaS offerings. Dynatrace is one such partner that provides deep cloud observability, advanced AIOps, and continuous runtime application security capabilities on Azure.

Principal Lead Product Manager, Azure DevEx & Partner Ecosystem

Learn what’s new in Azure Firewall

09 June 2022

We continue to be amazed by the adoption, interest, positive feedback, and the breadth of use cases customers are finding for our service. Today, we are happy to share several key Azure Firewall capabilities as well as an update on recent important releases into general availability and preview.

Principal Program Manager