Big Data and Security: First International Conference, ICBDS 2019, Nanjing, China, December 20–22, 2019, Revised Selected Papers

Front Matter ....Pages i-xv
Front Matter ....Pages 1-1
 An Efficient Lattice-Based IBE Scheme Using Combined Public Key  (Yanfeng Shi, Shuo Qiu, Jiqiang Liu)....Pages 3-16
 A Novel Location Privacy Protection Scheme with Generative Adversarial Network  (Wenxi Wang, Weilong Zhang, Zhang Jin, Keyan Sun, Runlin Zou, Chenrong Huang et al.)....Pages 17-27
 Security, Safety and Privacy Issues of Unmanned Aerial Vehicle Systems  (Najla Al-nabhan)....Pages 28-39
 A Trust Model for Evaluating Trust and Centrality Based on Entropy Weight Method in Social Commerce  (Yonghua Gong, Lei Chen)....Pages 40-50
 Digital Twins as Software and Service Development Ecosystems in Industry 4.0: Towards a Research Agenda  (Yueqiang Xu, Tero Päivärinta, Pasi Kuvaja)....Pages 51-64
 A Click Fraud Detection Scheme Based on Cost-Sensitive CNN and Feature Matrix  (Xinyu Liu, Xin Zhang, Qianyun Miao)....Pages 65-79
 Research on Table Overflow Ldos Attack Detection and Defense Method in Software Defined Networks  (Shengxu Xie, Changyou Xing, Guomin Zhang, Jinlong Zhao)....Pages 80-97
 Human Factors Affecting XBRL Adoption Success in Lebanese Small to Medium-Sized Enterprises  (A. Ayoub, Vidyasagar Potdar, A. Rudra, H. Luong)....Pages 98-115
 Impact of Nepotism on the Human Resources Component of ERP Systems Implementation in Lebanon  (A. Ayoub, Vidyasagar Potdar, A. Rudra, H. Luong)....Pages 116-134
 Computationally Efficient Fine-Grain Cube CP-ABE Scheme with Partially Hidden Access Structure  (Miada Murad, Yuan Tian, Mznah A. Rodhaan)....Pages 135-156
 The Impact of Organizational Culture on the Internal Controls Components of Accounting Information Systems in the City of Beirut, Lebanon  (A. Ayoub, Vidyasagar Potdar, A. Rudra, H. Luong)....Pages 157-177
 A Security Vehicle Network Organization Method for Railway Freight Train Based on Lightweight Authentication and Property Verification  (Congdong Lv, Yucai Li)....Pages 178-189
 Lightweight Identity Authentication Scheme Based on IBC Identity Cryptograph  (Yongbing Lian, Xiaogang Wei)....Pages 190-198
 Security Analysis and Improvement on Kerberos Authentication Protocol  (Guangyao Yuan, Lihong Guo, Gang Wang)....Pages 199-210
 Distributed Differential Privacy Protection System for Personalized Recommendation  (Zongsheng Lv, Kaiwen Huang, Yuanzhi Wang, Ruikang Tao, Guanghan Wu, Jiande Zhang et al.)....Pages 211-222
 An Improved Dynamic Certificateless Authenticated Asymmetric Group Key Agreement Protocol with Trusted KGC  (Haiyan Sun, Lingling Li, Jianwei Zhang, Wanwei Huang)....Pages 223-237
 Research on Medical Image Encryption Method Based on Chaotic Scrambling and Compressed Sensing  (Yubin Liu, Ming Pang)....Pages 238-246
 Design and Optimization of Evaluation Metrics in Object Detection and Tracking for Low-Altitude Aerial Video  (Li Wang, Xin Shu, Wei Zhang, Yunfang Chen)....Pages 247-262
 People Flow Analysis Based on Anonymous OD Trip Data  (Tianxu Sun, Yunlong Zhao, Zuowei Lian)....Pages 263-273
 Agile Methods and Cyber-Physical Systems Development—A Review with Preliminary Analysis  (Muhammad Ovais Ahmad)....Pages 274-285
 Optimizing the Reservoir Connection Structure Using Binary Symbiotic Organisms Search Algorithm: A Case Study on Electric Load Forecasting  (Lina Pan, Bo Zhang)....Pages 286-297
 On the Character Relations Between Nodes for Data Forwarding in Mobile Opportunistic Networks  (Runtong Zou, Xuecheng Zhang, Wei Jiang, Linfeng Liu)....Pages 298-308
 Research on Interference of LTE Wireless Network in Electric Power System  (Shanyu Bi, Junyao Zhang, Weiwei Kong, Long Liu, Pengpeng Lv)....Pages 309-318
 Research on High Reliability Planning Method in Electric Wireless Network  (Zewei Tang, Chengzhi Jiang)....Pages 319-329
 Research on Service Support Ability of Power Wireless Private Network  (Yu Chen, Kun Liu, Ziqian Zhang)....Pages 330-339
 A Method of UML Sequence Diagram Verification Based on a Graph Grammar  (Zhan Shi, Chenrong Huang, Xiaoqin Zeng, Jiande Zhang, Lei Han, Ying Qian)....Pages 340-351
 A Bus Passenger Flow Estimation Method Based on POI Data and AFC Data Fusion  (Yuexiao Cai, Yunlong Zhao, Jinqian Yang, Changxin Wang)....Pages 352-367
Front Matter ....Pages 369-369
 Research Character Analyzation of Urban Security Based on Urban Resilience Using Big Data Method  (Yi Chen, Zhuoran Yang, Zhicong Ye, Hui Liu)....Pages 371-381
 Privacy Issues in Big Data from Collection to Use  (Alaa A. Alwabel)....Pages 382-391
 Trusted Query Method Based on Authorization Index and Triangular Matrix in Big Data  (Lihong Guo, Haitao Wu, Jie Yang)....Pages 392-401
 Microservice Architecture Design for Big Data in Tactical Cloud  (Liyuan Tang, Haoren Hu, Zhonghua Wang, Jiansheng Wang, Yahui Li)....Pages 402-416
 Using GitHub Open Sources and Database Methods Designed to Auto-Generate Chinese Tang Dynasty Poetry  (Hai Yu, Zi-Xuan Li, Yu-Yan Jiang)....Pages 417-428
 Distributed Image Retrieval Base on LSH Indexing on Spark  (Zelei Hou, Chao Huang, Jiagao Wu, Linfeng Liu)....Pages 429-441
Front Matter ....Pages 443-443
 A Blockchain Based Terminal Security of IoT  (Dawei Li, Xue Gao)....Pages 445-454
 Key Factors Affecting Blockchain Adoption in Organizations  (Abubakar Mohammed, Vidyasagar Potdar, Li Yang)....Pages 455-467
 An IoT-Based Congestion-Aware Emergency Evacuation Approach  (Najla Al-nabhan)....Pages 468-478
 Directional Virtual Coordinate Approach for 3-D IoT Systems in Smart Cities  (Najla Al-nabhan, Aseel Bin Othman, Anura Jayasumana, Mahindre Gunjan)....Pages 479-498
Front Matter ....Pages 499-499
 Privacy Preservation of Future Trajectory Using Dummy Rotation Algorithm in Fog Computing  (Shadan AlHamed, Mznah AlRodhaan, Yuan Tian)....Pages 501-513
 Enabling Secure and Efficient Data Sharing and Integrity Auditing for Cloud-Assisted Industrial Control System  (Yuanfei Tu, Qingjian Su, Yang Geng)....Pages 514-528
 An Evolutionary Task Offloading Schema for Edge Computing  (Pei Sun, Baojing Chen, Shaocong Han, Huizhong Shi, Zhenwei Yang, Xing Li)....Pages 529-540
 Data Leakage Prevention System for Smart Grid  (Chengzhi Jiang, Song Deng)....Pages 541-549
Front Matter ....Pages 551-551
 Optimizing the Efficiency of Machine Learning Techniques  (Anwar Ullah, Muhammad Zubair Asghar, Anam Habib, Saiqa Aleem, Fazal Masud Kundi, Asad Masood Khattak)....Pages 553-567
 Community Detection Based on DeepWalk in Large Scale Networks  (Yunfang Chen, Li Wang, Dehao Qi, Wei Zhang)....Pages 568-583
 A Systematic Review of Artificial Intelligence and Machine Learning Techniques for Cyber Security  (Rahman Ali, Asmat Ali, Farkhund Iqbal, Asad Masood Khattak, Saiqa Aleem)....Pages 584-593
 Study on Indicator Recognition Method of Water Meter Based on Convolution Neural Network  (Shuaicheng Pan, Lei Han, Yi Tao, Qingyu Liu)....Pages 594-602
 A Deep Learning Approach for Anomaly-Based Network Intrusion Detection  (Najwa Altwaijry, Ameerah ALQahtani, Isra AlTuraiki)....Pages 603-615
 Over-Sampling Multi-classification Method Based on Centroid Space  (Haiyong Wang, Weizheng Guan, Kaixin Zhang)....Pages 616-632
 A Blockchain-Based IoT Workflow Management Approach  (Ming Jin, Chenchen Dou, Peichun Pan, Ming Wan, Biying Sun, Wenxuan Zhang)....Pages 633-644
 Research on Identity-Based Cryptograph and Its Application in Power IoT  (Xiaogang Wei, Yongbing Lian)....Pages 645-654
Back Matter ....Pages 655-656