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

2018-04-21T20:27:02Z (GMT) by Raheem 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.