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Sharing cyber security data across organizational boundaries brings both privacy risks in the exposure of personal information and data, and organizational risk in disclosing internal information. These risks occur as information leaks in network traffic or logs, and also in queries made across organizations. They are also complicated by the trade-offs in privacy preservation and utility present in anonymization to manage disclosure. In this paper, we define three principles that guide sharingdoi:10.1109/spw.2015.23 dblp:conf/sp/FiskAPHFP15 fatcat:r2amjo7hunf2pc6r35buraxnq4