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You're reading from  Machine Learning Security with Azure

Product typeBook
Published inDec 2023
PublisherPackt
ISBN-139781805120483
Edition1st Edition
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Author (1)
Georgia Kalyva
Georgia Kalyva
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Georgia Kalyva

Georgia Kalyva is a technical trainer at Microsoft. She was recognized as a Microsoft AI MVP, is a Microsoft Certified Trainer, and is an international speaker with more than 10 years of experience in Microsoft Cloud, AI, and developer technologies. Her career covers several areas, ranging from designing and implementing solutions to business and digital transformation. She holds a bachelor's degree in informatics from the University of Piraeus, a master's degree in business administration from the University of Derby, and multiple Microsoft certifications. Georgia's honors include several awards from international technology and business competitions, and her journey to excellence stems from a growth mindset and a passion for technology.
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Summary

Securing our resources is an iterative process. Although we may have completed all necessary steps to protect our resources, every update or new addition to our project might affect the overall security of the system. The first step is to maintain a security baseline for the resources we are using and the second is to develop a strategy to stay up to date using threat modeling frameworks to be proactive in mitigating possible threats. We saw the STRIDE methodology and the Microsoft Threat Modeling Tool, but there are more frameworks available. For example, we can base the strategy on the MITRE framework and tailor the steps for our organization.

Remember, security in the cloud is a shared responsibility. While Azure provides the tools and infrastructure to secure the cloud environment, it’s up to us to secure our configurations and data.

Cybersecurity has a multi-faceted nature and adversaries are becoming more creative every day. As our cloud ecosystem evolves...

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Machine Learning Security with Azure
Published in: Dec 2023Publisher: PacktISBN-13: 9781805120483

Author (1)

author image
Georgia Kalyva

Georgia Kalyva is a technical trainer at Microsoft. She was recognized as a Microsoft AI MVP, is a Microsoft Certified Trainer, and is an international speaker with more than 10 years of experience in Microsoft Cloud, AI, and developer technologies. Her career covers several areas, ranging from designing and implementing solutions to business and digital transformation. She holds a bachelor's degree in informatics from the University of Piraeus, a master's degree in business administration from the University of Derby, and multiple Microsoft certifications. Georgia's honors include several awards from international technology and business competitions, and her journey to excellence stems from a growth mindset and a passion for technology.
Read more about Georgia Kalyva