Risk Management Framework for LLM-Enabled Identity Tools: Mapping OWASP LLM Top 10 to NIST CSF 2.0

Jul 10, 2026·
Sanaa Mironov
Sanaa Mironov
,
Shahmir Rizvi
,
Behnam Shariati
· 0 min read
Abstract
This work presents a risk management framework for LLM-enabled identity tools by mapping OWASP LLM Top 10 risks to NIST CSF 2.0 outcomes.
Type
Publication
In 2026 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW), 2nd International Workshop on Security and Risk in Identity Management (SeRIM 2026), Lisbon, Portugal, pp. 413–423
publications
AI Governance LLM Risk Management Cybersecurity Identity Tools
Sanaa Mironov
Authors
Sanaa Mironov
Assistant Teaching Professor of Computer Science
I make operating systems and AI make sense. I teach systems at UMBC, explain OS concepts on YouTube, and study how to make AI and software systems secure and trustworthy.
RG
Authors
Shahmir Rizvi
Authors
Behnam Shariati