Identity security from human, machine, and AI identity perspective

This article explores a different approach towards non-human or machine identities and looks at AI as part of it. Security teams looking at non-human identities as risk have more than one option than brute force monitoring and behavior analysis. There are different approaches to identity security which require evaluation for machine identities. Identity security for non-human identities has some unique challenges and solving those requires taking a empathy-based approach towards security teams than piling on more responsibilities. Gen AI identities also need to be evaluated on similar ground of non-human identities while considering the nuances.

Authors

Publication Details

Journal
International Journal of Leading Research Publication.
Published
2025-06-08
DOI
https://doi.org/10.70528/ijlrp.v6.i6.1647
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
0.00
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article

Identity security from human, machine, and AI identity perspective

Anand Athavale -
International Journal of Leading Research Publication.
Ethics and Social Impacts of AI
article

Identity security from human, machine, and AI identity perspective

Anand Athavale -
article en

Abstract

This article explores a different approach towards non-human or machine identities and looks at AI as part of it. Security teams looking at non-human identities as risk have more than one option than brute force monitoring and behavior analysis. There are different approaches to identity security which require evaluation for machine identities. Identity security for non-human identities has some unique challenges and solving those requires taking a empathy-based approach towards security teams than piling on more responsibilities. Gen AI identities also need to be evaluated on similar ground of non-human identities while considering the nuances.

International Journal of Leading Research Publication.Vol. 6(6)
Openalex Percentile: Top 81%
Ethics and Social Impacts of AI
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Identity security from human, machine, and AI identity perspective — Anand Athavale - · International Journal of Leading Research Publication. (2025) | TGRS Research Map | TGRS