Search-based adversarial testing and improvement of constrained credit scoring systems

Salah Ghamizi
Salah Ghamizi
Martin Gubri
Martin Gubri
Andrey Boystov
Andrey Boystov
Anne Goujon
Anne Goujon

ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering Virtual Event USA November, 2020, pp. 1089-1100, 2020.

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Abstract:

Credit scoring systems are critical FinTech applications that concern the analysis of the creditworthiness of a person or organization. While decisions were previously based on human expertise, they are now increasingly relying on data analysis and machine learning. In this paper, we assess the ability of state-of-the-art adversarial mach...More

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