research on privacy and security of big data, an emerging challenge in actual database and data mining research. PSBD 2014 program has two interesting sessions on (i) scalable privacypreserving and security-control methods for big data processing, and (ii) user-oriented and data-oriented privacy methods for big data processing, plus a panel discussing current challenges and future research perspectives of privacy and security of big data.