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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.
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Working with the PoLP

As we mentioned in Chapter 1 when we talked about the Zero Trust strategy, we learned about the PoLP, which states that users, devices, and applications should only be granted access to the minimum level of resources necessary to perform their job functions. Users are often given more access privileges to network resources and data, assuming they only access the resources required to perform their daily tasks. However, this tactic imposes a greater risk of unauthorized access. When users have access to resources they don’t need, attackers can take advantage of it. While providing just enough permissions to apps or users to complete their tasks sounds easy, the implementation can present some challenges. Creating overprivileged applications is never the intention, but usually the result of unplanned actions over time.

Overprivileged applications are software applications that have been granted more access rights, permissions, or privileges than they actually...

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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