Future Data and Security Engineering: 5th International Conference, FDSE 2018, Ho Chi Minh City, Vietnam, November 28–30, 2018, Proceedings

Description

This book constitutes the refereed proceedings of the 5th International Conference on Future Data and Security Engineering, FDSE 2018, held in Ho Chi Minh City, Vietnam, in November 2018. The 28 revised full papers and 7 short papers presented together with two papers of keynote speeches were carefully reviewed and selected from 122 submissions. The selected papers are organized into the following topical headings: security and privacy engineering; authentication and access control; big data analytics and applications; advanced studies in machine learning; deep learning and applications; data analytics and recommendation systems; Internet of Things and applications; smart city: data analytics and security; and emerging data management systems and applications. Front Matter ....Pages I-XIV Front Matter ....Pages 1-1 Freely Combining Partial Knowledge in Multiple Dimensions (Dirk Draheim)....Pages 3-11 Risk-based Software Quality and Security Engineering in Data-intensive Environments (Michael Felderer)....Pages 12-17 Front Matter ....Pages 19-19 A Secure and Efficient kNN Classification Algorithm Using Encrypted Index Search and Yao’s Garbled Circuit over Encrypted Databases (Hyeong-Jin Kim, Jae-Hwan Shin, Jae-Woo Chang)....Pages 21-38 A Security Model for IoT Networks (Alban Gabillon, Emmanuel Bruno)....Pages 39-56 Comprehensive Study in Preventive Measures of Data Breach Using Thumb-Sucking (Keinaz Domingo, Bryan Cruz, Froilan De Guzman, Jhinia Cotiangco, Chistopher Hilario)....Pages 57-65 Intrusion Prevention Model for WiFi Networks (Julián Francisco Mojica Sánchez, Octavio José Salcedo Parra, Alberto Acosta López)....Pages 66-73 Security for the Internet of Things and the Bluetooth Protocol (Rodrigo Alexander Fagua Arévalo, Octavio José Salcedo Parra, Juan Manuel Sánchez Céspedes)....Pages 74-79 Front Matter ....Pages 81-81 A Light-Weight Tightening Authentication Scheme for the Objects’ Encounters in the Meetings (Kim Khanh Tran, Minh Khue Pham, Tran Khanh Dang)....Pages 83-102 A Privacy Preserving Authentication Scheme in the Intelligent Transportation Systems (Cuong Nguyen Hai Vinh, Anh Truong, Tai Tran Huu)....Pages 103-123 Front Matter ....Pages 125-125 Higher Performance IPPC+ Tree for Parallel Incremental Frequent Itemsets Mining (Van Quoc Phuong Huynh, Josef Küng)....Pages 127-144 A Sample-Based Algorithm for Visual Assessment of Cluster Tendency (VAT) with Large Datasets (Le Hong Trang, Pham Van Ngoan, Nguyen Van Duc)....Pages 145-157 An Efficient Batch Similarity Processing with MapReduce (Trong Nhan Phan, Tran Khanh Dang)....Pages 158-171 Vietnamese Paraphrase Identification Using Matching Duplicate Phrases and Similar Words (Hoang-Quoc Nguyen-Son, Nam-Phong Tran, Ngoc-Vien Pham, Minh-Triet Tran, Isao Echizen)....Pages 172-182 Front Matter ....Pages 183-183 Automatic Hyper-parameters Tuning for Local Support Vector Machines (Thanh-Nghi Do, Minh-Thu Tran-Nguyen)....Pages 185-199 Detection of the Primary User’s Behavior for the Intervention of the Secondary User Using Machine Learning (Deisy Dayana Zambrano Soto, Octavio José Salcedo Parra, Danilo Alfonso López Sarmiento)....Pages 200-213 Text-dependent Speaker Recognition System Based on Speaking Frequency Characteristics (Khoa N. Van, Tri P. Minh, Thang N. Son, Minh H. Ly, Tin T. Dang, Anh Dinh)....Pages 214-227 Static PE Malware Detection Using Gradient Boosting Decision Trees Algorithm (Huu-Danh Pham, Tuan Dinh Le, Thanh Nguyen Vu)....Pages 228-236 Comparative Study on Different Approaches in Optimizing Threshold for Music Auto-Tagging (Khanh Nguyen Cao Minh, Thinh Dang An, Vu Tran Quang, Van Hoai Tran)....Pages 237-250 Using Machine Learning for News Verification (Gerardo Ernesto Rolong Agudelo, Octavio José Salcedo Parra, Javier Medina)....Pages 251-257 Front Matter ....Pages 259-259 A Short Review on Deep Learning for Entity Recognition (Hien T. Nguyen, Thuan Quoc Nguyen)....Pages 261-272 An Analysis of Software Bug Reports Using Random Forest (Ha Manh Tran, Sinh Van Nguyen, Synh Viet Uyen Ha, Thanh Quoc Le)....Pages 273-285 Motorbike Detection in Urban Environment (Chi Kien Huynh, Tran Khanh Dang, Thanh Sach Le)....Pages 286-295 Front Matter ....Pages 297-297 Comprehensive Review of Classification Algorithms for Medical Information System (Anna Kasperczuk, Agnieszka Dardzinska)....Pages 299-309 New Method of Medical Incomplete Information System Optimization Based on Action Queries (Katarzyna Ignatiuk, Agnieszka Dardzinska, Małgorzata Zdrodowska, Monika Chorazy)....Pages 310-322 Cloud Media DJ Platform: Functional Perspective (Joohyun Lee, Jinwoong Jung, Sanggil Yeoum, Junghyun Bum, Thien-Binh Dang, Hyunseung Choo)....Pages 323-334 Cloud Media DJ Platform: Performance Perspective (Jinwoong Jung, Joohyun Lee, Sanggil Yeoum, Junghyun Bum, Thien Binh Dang, Hyunseung Choo)....Pages 335-348 Analyzing and Visualizing Web Server Access Log File (Minh-Tri Nguyen, Thanh-Dang Diep, Tran Hoang Vinh, Takuma Nakajima, Nam Thoai)....Pages 349-367 Front Matter ....Pages 369-369 Lower Bound for Function Computation in Distributed Networks (H. K. Dai, M. Toulouse)....Pages 371-384 Teleoperation System for a Four-Dof Robot: Commands with Data Glove and Web Page (Juan Guillermo Palacio Cano, Octavio José Salcedo Parra, Miguel J. Espitia R.)....Pages 385-404 Design of PHD Solution Based on HL7 and IoT (Sabrina Suárez Arrieta, Octavio José Salcedo Parra, Roberto Manuel Poveda Chaves)....Pages 405-409 Front Matter ....Pages 411-411 Analysis of Diverse Tourist Information Distributed Across the Internet (Takeshi Tsuchiya, Hiroo Hirose, Tadashi Miyosawa, Tetsuyasu Yamada, Hiroaki Sawano, Keiichi Koyanagi)....Pages 413-422 Improving the Information in Medical Image by Adaptive Fusion Technique (Nguyen Mong Hien, Nguyen Thanh Binh, Ngo Quoc Viet, Pham Bao Quoc)....Pages 423-432 Resident Identification in Smart Home by Voice Biometrics (Minh-Son Nguyen, Tu-Lanh Vo)....Pages 433-448 Modeling and Testing Power Consumption Rate of Low-Power Wi-Fi Sensor Motes for Smart Building Applications (Cao Tien Thanh)....Pages 449-459 Front Matter ....Pages 461-461 Distributed Genetic Algorithm on Cluster of Intel Xeon Phi Co-processors (Nguyen Quang-Hung, Anh-Tu Ngoc Tran, Nam Thoai)....Pages 463-470 Information Systems Success: Empirical Evidence on Cloud-based ERP (Thanh D. Nguyen, Khiem V. T. Luc)....Pages 471-485 Statistical Models to Automatic Text Summarization (Pham Trong Nguyen, Co Ton Minh Dang)....Pages 486-498 Back Matter ....Pages 499-500