Latent Imitator: Generating Natural Individual Discriminatory Instances for Black-Box Fairness Testing

Yisong Xiao, Aishan Liu, Tianlin Li +1

Machine learning (ML) systems have achieved remarkable performance across a wide area of applications. However, they frequently exhibit unfair behaviors in sensitive application do…