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Conference Paper

Data Frequency Coverage Impact on AI Performance

Published: April 15, 2025

Author(s)

Erin Lanus (Virginia Tech), Brian Lee (Virginia Tech), Jaganmohan Chandrasekaran (Virginia Tech), Laura Freeman (Virginia Tech), M S Raunak (NIST), Raghu Kacker (NIST), Richard Kuhn (NIST)

Conference

Name: 2025 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW)
Dates: 03/31/2025 - 04/04/2025
Location: Naples, Italy
Citation: 2025 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW), pp. 258-267

Abstract

Keywords

testing AI; combinatorial coverage; combinatorial frequency
Control Families

None selected

Documentation

Publication:
https://doi.org/10.1109/ICSTW64639.2025.10962464
Preprint (pdf)

Supplemental Material:
None available

Document History:
04/15/25: Conference Paper (Final)

Topics

Security and Privacy

modeling, testing & validation

Technologies

artificial intelligence, combinatorial testing