Browsing Library by Subject "Combinatorial testing"
Now showing items 1-6 of 6
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A COMBINATORIAL APPROACH TO FAIRNESS TESTING OF MACHINE LEARNING MODELS
(2022-05-16)Machine Learning (ML) models could exhibit biased behavior, or algorithmic discrimination, resulting in unfair or discriminatory outcomes. The bias in the ML model could emanate from various factors such as the training ... -
ADVANCED ALGORITHMS FOR COMBINATORIAL AND SEQUENTIAL TEST GENERATION WITH CONSTRAINTS
(2021-05-05)Combinatorial and sequential testing are software testing strategies that have attracted significant interests from both academic and industrial communities. This dissertation addresses the problem of how to efficiently ... -
FAULT LOCALIZATION BASED ON COMBINATORIAL TESTING
(2016-05-10)Combinatorial testing is a software testing strategy that has received a significant amount of attention from academia and industry. After executing a combinatorial test set, the execution status, i.e., pass or fail, of ... -
Fuzz Testing of Zigbee Protocol Implementations
(2023-07-12)In recent years, we have witnessed the increasing of the Internet of Things (IoT) devices deployed by many areas, such as home automation, healthcare, manufacture, and smart vehicle. Among the numerous IoT wireless standards ... -
TESTING ARTIFICIAL INTELLIGENCE-BASED SOFTWARE SYSTEMS
(2021-08-13)Artificial Intelligence (AI)-based software systems are increasingly used in high-stake and safety-critical domains, including recidivism prediction, medical diagnosis, and autonomous driving. There is an urgent need to ... -
TOWARDS EFFICIENT TESTING AND DEBUGGING OF EMERGING SOFTWARE APPLICATIONS
(2021-04-29)Big Data and Smart Contract are among the top emerging technologies tipped to revolutionize the way businesses and organizations are run. Testing and debugging are the most important tasks during the development of any ...