Informational Privacy, A Right to Explanation, and Interpretable AI

Abstract

Businesses increasingly utilize secret algorithms and infringe users' informational privacy. We argue that to best protect users' online privacy, the use of an algorithm that assists with decisions or autonomously makes decisions that impact people requires a right to explanation.