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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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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.
Read more about Georgia Kalyva

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Exploring the Zero Trust model

The Zero Trust model is a security strategy based on the principle of Never trust, always verify. So, instead of assuming that our resources that are deployed behind a firewall are safe, the Zero Trust model assumes breach and every request needs to be verified as though it originates from an open network. The Zero Trust model is applied in cloud, on-premises, and hybrid environments. Implementing a Zero Trust security model can help organizations to reduce their overall attack surface, minimize the risk of data breaches, and improve their security posture by shifting from a perimeter-based security approach to a more comprehensive and adaptive security strategy.

Although Azure Machine Learning is a cloud service, the Zero Trust model still applies because a complete ML project spans across data, networks, infrastructure, and applications. We will go through an overview of the Zero Trust model. Then, we’ll use this knowledge to apply it to assess...

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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