Privacy and Big Data: Scalable Approaches to Sanitize Large Transactional Databases for Sharing

Scalability and privacy form two critical dimensions that will eventually determine the extent of the success of big data analytics. We present scalable approaches to address privacy concerns when sharing transactional databases. Although the benefits...