Search Results for author: Ram Krishnan

Found 2 papers, 0 papers with code

Machine Learning in Access Control: A Taxonomy and Survey

no code implementations4 Jul 2022 Mohammad Nur Nobi, Maanak Gupta, Lopamudra Praharaj, Mahmoud Abdelsalam, Ram Krishnan, Ravi Sandhu

An increasing body of work has recognized the importance of exploiting machine learning (ML) advancements to address the need for efficient automation in extracting access control attributes, policy mining, policy verification, access decisions, etc.

BIG-bench Machine Learning

Toward Deep Learning Based Access Control

no code implementations28 Mar 2022 Mohammad Nur Nobi, Ram Krishnan, Yufei Huang, Mehrnoosh Shakarami, Ravi Sandhu

A common trait of current access control approaches is the challenging need to engineer abstract and intuitive access control models.

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