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This paper develops toolsets for eliminating algorithm-based disclosure from existing privacy-preserving data publishing algorithms. We first show that the space of algorithm-based disclosure is larger than previously believed and thus more prevalent and dangerous. Then, we formally define Algorithm-Safe Publishing (ASP) to model the threats from algorithm-based disclosure. To eliminate algorithmbased disclosure from existing data publishing algorithms, we propose two generic tools for revisingdoi:10.1145/1739041.1739116 dblp:conf/edbt/JinZD10 fatcat:rzwxf6euzvgjhk7uzffp5m2fci