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This book constitutes the refereed proceedings of the Pacific Asia Workshop on Intelligence and Security Informatics, PAISI 2015, held in Tainan, Taiwan, in May 2015 in conjunction with PAKDD 2015, the 19th Pacific-Asia Conference on Knowledge Discovery and Data Mining. The 8 revised full papers presented were carefully reviewed and selected from 10 submissions. This volume of Springer's Lecture Notes in Computer Science contains research papers presented at PAISI 2015. It presents a significant view on regional data sets and case studies, including online social media and multimedia, fraud deception, and text mining.