“Transparency” is continually set as a core value for cities they digitalize. Global initiatives and regulations claim that transparency will be key to making smart ethical. Unfortunately, how exactly achieve transparent city quite opaque. Current often only mandate information made accessible in the case of personal data collection. While such standards might encourage anonymization techniques...