Security with Intelligent Computing and Big-data Services

Description

In the dawning era of Intelligent Computing and Big-data Services, security issues will be an important consideration in promoting these new technologies into the future. This book presents the proceedings of the 2017 International Conference on Security with Intelligent Computing and Big-data Services, the Workshop on Information and Communication Security Science and Engineering, and the Workshop on Security in Forensics, Medical, and Computing Services and Applications. The topics addressed include: Algorithms and Security Analysis, Cryptanalysis and Detection Systems, IoT and E-commerce Applications, Privacy and Cloud Computing, Information Hiding and Secret Sharing, Network Security and Applications, Digital Forensics and Mobile Systems, Public Key Systems and Data Processing, and Blockchain Applications in Technology. The conference is intended to promote healthy exchanges between researchers and industry practitioners regarding advances in the state of art of these security issues. The proceedings not only highlight novel and interesting ideas, but will also stimulate interesting discussions and inspire new research directions. Front Matter ....Pages i-xvi Front Matter ....Pages 1-1 A Social Tagging Recommendation Model Based on Improved Artificial Fish Swarm Algorithm and Tensor Decomposition (Hao Zhang, Qiong Hong, Xiaomeng Shi, Jie He)....Pages 3-13 Research on the Nearest Neighbor Representation Classification Algorithm in Feature Space (Yan-Hong Hu, Yu-Hai Li, Ming Zhao)....Pages 14-19 A New Aesthetic QR Code Algorithm Based on Salient Region Detection and SPBVM (Li Li, Yanyun Li, Bing Wang, Jianfeng Lu, Shanqing Zhang, Wenqiang Yuan et al.)....Pages 20-32 Compact Cat Swarm Optimization Algorithm (Ming Zhao, Jeng-Shyang Pan, Shuo-Tsung Chen)....Pages 33-43 Front Matter ....Pages 45-45 Copy-Move Forgery Detection Based on Local Gabor Wavelets Patterns (Chao-Lung Chou, Jen-Chun Lee)....Pages 47-56 A Hybrid Intrusion Detection System for Contemporary Network Intrusion Dataset (Jheng-Mo Liao, Jui-Sheng Liu, Sheng-De Wang)....Pages 57-69 Mitigating DoS Attacks in SDN Using Offloading Path Strategies (Tai-Siang Huang, Po-Yang Hsiung, Bo-Chao Cheng)....Pages 70-78 An Extension of Attack Trees (Yi-Chih Kao, Yuan-Ping Hwang, Shih-Chen Wang, Sheng-Lung Peng)....Pages 79-85 Face Detection in a Complex Background Using Cascaded Conventional Networks (Jianjun Li, Juxian Wang, Chin-Chen Chang, Zhuo Tang, Zhenxing Luo)....Pages 86-97 Cryptanalysis on the Anonymity of Li et al.’s Ciphertext-Policy Attribute-Based Encryption Scheme (Yi-Fan Tseng, Chun-I Fan)....Pages 98-104 Overlapping Community Detection with Two-Level Expansion by Local Clustering Coefficients (Yi-Jen Su, Che-Chun Lee)....Pages 105-112 Front Matter ....Pages 113-113 Writing Security Specification with Things That Flow (Sabah Al-Fedaghi, Omar Alsumait)....Pages 115-125 Automatically Generating Aspect Taxonomy for E-Commerce Domains to Assist Sentiment Mining (Nachiappan Chockalingam)....Pages 126-137 History Management for Network Information of IoT Devices (Daeil Jang, Taeeun Kim, Hwankuk Kim)....Pages 138-145 Front Matter ....Pages 147-147 A Noise Generation Scheme Based on Huffman Coding for Preserving Privacy (Iuon-Chang Lin, Li-Cheng Yang)....Pages 149-160 Privacy-Preserving Outsource Computing for Binary Vector Similarity (Dan Yang, Yu-Chi Chen, Shaozhen Ye)....Pages 161-169 Strategies to Improve Auditing Performance and Soundness for Cloud Computation (Shin-Jia Hwang, Tsung-Lin Li)....Pages 170-182 Front Matter ....Pages 183-183 Reversible Image Steganography for Color Image Quantization Based on Lossless Index Coding (Yu-Chen Hu, Chin-Feng Lee, Yi-Hung Liu)....Pages 185-195 Capacity on Demand Steganography Through Adaptive Threshold Strategy (Sheng-Chih Ho, Chung-Yi Lin, Chao-Lung Chou)....Pages 196-205 Shamir’s Secret Sharing Scheme in Parallel (Shyong Jian Shyu, Ying Zhen Tsai)....Pages 206-216 Front Matter ....Pages 217-217 A Cognitive Global Clock Synchronization Protocol in WSNs (Bilal Ahmad, Ma Shiwei, Fu Qi)....Pages 219-231 A Generic Web Application Testing and Attack Data Generation Method (Hsiao-Yu Shih, Han-Lin Lu, Chao-Chun Yeh, Hsu-Chun Hsiao, Shih-Kun Huang)....Pages 232-247 The Study of Improvement and Risk Evaluation for Mobile Application Security Testing (Huey-Yeh Lin, Hung-Chang Chang, Yung-Chuan Su)....Pages 248-256 Application of Pattern for New CAPTCHA Generation Idea (Thawatwong Lawan)....Pages 257-264 Front Matter ....Pages 265-265 An Automatic Approach of Building Threat Patterns in Android (Chia-Mei Chen, Yu-Hsuan Tsai, Gu-Hsin Lai)....Pages 267-274 Identifying Temporal Patterns Using ADS in NTFS for Digital Forensics (Da-Yu Kao, Yuan-Pei Chan)....Pages 275-285 Ant-Based Botnet C&C Server Traceback (Chia-Mei Chen, Gu-Hsin Lai)....Pages 286-292 Front Matter ....Pages 293-293 T-Brain: A Collaboration Platform for Data Scientists (Chao-Chun Yeh, Sheng-An Chang, Yi-Chin Chu, Xuan-Yi Lin, Yichiao Sun, Jiazheng Zhou et al.)....Pages 295-309 Feature Extraction in Security Analytics: Reducing Data Complexity with Apache Spark (Dimitrios Sisiaridis, Olivier Markowitch)....Pages 310-321 Storage-Saving Bi-dimensional Privacy-Preserving Data Aggregation in Smart Grids (Chun-I Fan, Yi-Fan Tseng, Yi-Hui Lin, Fangguo Zhang)....Pages 322-329 Verifying the Validity of Public Key Certificates Using Edge Computing (Shogo Kitajima, Masahiro Mambo)....Pages 330-336 Front Matter ....Pages 337-337 A Study on Blockchain-Based Circular Economy Credit Rating System (Hsin-Te Wu, Yi-Jen Su, Wu-Chih Hu)....Pages 339-343 Using Blockchain to Support Data and Service Management in IoV/IoT (Obaro Odiete, Richard K. Lomotey, Ralph Deters)....Pages 344-362 A Blockchain-Based Traceable Certification System (Po-Yeuan Chang, Min-Shiang Hwang, Chao-Chen Yang)....Pages 363-369 Back Matter ....Pages 371-372