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10/19/2021
AequeVox: Automated Fairness Testing of Speech Recognition Systems
Automatic Speech Recognition (ASR) systems have become ubiquitous. They ...
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10/06/2020
Astraea: Grammar-based Fairness Testing
Software often produces biased outputs. In particular, machine learning ...
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12/11/2019
Callisto: Entropy based test generation and data quality assessment for Machine Learning Systems
Machine Learning (ML) has seen massive progress in the last decade and a...
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08/06/2019
Model Agnostic Defence against Backdoor Attacks in Machine Learning
Machine Learning (ML) has automated a multitude of our day-to-day decisi...
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02/26/2019
Grammar Based Directed Testing of Machine Learning Systems
The massive progress of machine learning has seen its application over a...
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07/02/2018