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SI2-SSE: ShareSafe: A Framework for Researchers and Data Owners to Help Facilitate Secure Graph Data Sharing

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posted on 2018-04-21, 20:27 authored by Raheem BeyahRaheem Beyah
ShareSafe is a uniform and open-source secure graph data sharing/publishing system. In ShareSafe, we systematically study, implement, and evaluate graph data anonymization algorithms, data utility metrics, modern Structure-based De-Anonymization (SDA) attacks, and theoretical Structure-based De-Anonymization Quantification techniques. ShareSafe is a comprehensive system that enables data owners and researchers to anonymize data by state-of-the-art anonymization techniques, measure the data's utility, and evaluate the data's vulnerability against modern attacks.

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