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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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Authenticating with application identities

Application identities are a fundamental concept in Microsoft Entra ID IAM. They represent the security context of an application or service when interacting with Azure resources. Typically, the underlying object is the service principal. A service principal is like a user identity but is used by applications, services, or scripts to authenticate and access Azure resources securely. The process of creating a service principal depends on what it is we want to use to authenticate, and mostly, we can recognize two types—application identities and managed identities used by Azure services.

When it comes to authentication and authorization in the application or managed identity, the process is the same. If it exists in Microsoft Entra ID, it can be assigned RBAC, as with any user in the system. Service principals have life cycles, just as with user identities. They can be created, updated, and deleted. For standalone Azure AD applications...

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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