Conference Paper

Translating Natural Language Specifications into Access Control Policies by Leveraging Large Language Models

Published: January 16, 2025

Author(s)

Sherifdeen Lawal (UTSA), Xingmeng Zhao (UTSA), Anthony Rios (UTSA), Ram Krishnan (UTSA), David Ferraiolo (NIST)

Conference

Name: The 6th IEEE Intl Conference on Trust, Privacy and Security in Intelligent Systems, and Application
Dates: 10/28/2024 - 10/31/2024
Location: Washington, DC
Citation: 2024 IEEE 6th International Conference on Trust, Privacy and Security in Intelligent Systems, and Applications (TPS-ISA), pp. 361-370

Abstract

Keywords

Natural Language Specification; Access Control Policies; Large Language Models (LLMs); Prompt Engineering; Attribute-Based Access Control (ABAC)
Control Families

None selected

Documentation

Publication:
https://doi.org/10.1109/TPS-ISA62245.2024.00048
Preprint (pdf)

Supplemental Material:
None available

Document History:
01/16/25: Conference Paper (Final)

Topics

Security and Privacy

access authorization, access control

Technologies

artificial intelligence