Testing Framework for Black-box AI Models

With widespread adoption of AI models for important decision making, ensuring reliability of such models remains an important challenge. In this paper, we present an end-to-end generic framework for testing AI Models which performs automated test generation for different modalities such as text, tab...

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Bibliographic Details

Published in:	2021 IEEE/ACM 43rd International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) pp. 81 - 84
Main Authors:	Aggarwal, Aniya, Shaikh, Samiulla, Hans, Sandeep, Haldar, Swastik, Ananthanarayanan, Rema, Saha, Diptikalyan
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.05.2021
Subjects:	Artificial intelligence Decision making Robustness Software engineering Test pattern generators Testing
ISBN:	1665412194, 9781665412193
Online Access:	Get full text
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