USC and Capital One have established a joint research center dedicated to developing innovative approaches to machine learning (ML) privacy, security, and trustworthiness. The USC-Capital One Center for Responsible AI and Decision Making in Finance (CREDIF), housed at the USC Viterbi School of Engineering, will support collaborative research between USC and Capital One researchers in creating novel privacy-preserving ML solutions tailored to financial applications.