As a severe threat in anonymized data publication, proximity breach is gaining increasing attention. Such breach occurs when an attacker learns with high confidence that the sensitive value of a targeted victim belongs to a set of semantically proximate values, even though not sure about the exact value. Focusing on tackling proximity breach under specific data models (e.g., categorical or nume...