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ORCIDICBDS 2021: Shenzhen, China
- Yuan Tian
, Tinghuai Ma, Muhammad Khurram Khan, Victor S. Sheng, Zhaoqing Pan:
Big Data and Security - Third International Conference, ICBDS 2021, Shenzhen, China, November 26-28, 2021, Proceedings. Communications in Computer and Information Science 1563, Springer 2022, ISBN 978-981-19-0851-4
Cybersecurity and Privacy
- Yuying Qiu, Zhiyi Niu, Qikun Tian, Biao Song:
Privacy Preserving Facial Image Processing Method Using Variational Autoencoder. 3-17 - Yu Zhang, Ying Cai, Meng Zhang, Xin Li, Yanfang Fan:
A Survey on Privacy-Preserving Deep Learning with Differential Privacy. 18-30 - Lan Zhang, Xianjun Wang, Sheng Ye:
Research on Security Protection Model of Power Big Data. 31-44 - Pengfei Yu, Danni Wang, Shijun Zhang:
Research on Identification Method of Sensitive Data in Power System. 45-57 - Xiangru Zhu, Yanfeng Shi, Yuan Tian:
Vehicle Road Privacy Recommendation System Equipped with Markov Chain. 58-72 - Xinlong Wang, Chunxiao Song, Mingdai Yu:
Research on Power Security Early Warning System Based on Improved K-means Algorithm. 73-89 - Shangguan Xia, Rongyan Cai, Sheng Ye:
Research on Data Privacy Protection in Power Industry Control System. 90-104 - Ruixuan Dong, Shuyang Hao, Tianhao Yang, Zhichao Tang, Yan Yan, Jianhua Chen:
Recent Advances in Smart Meter: Data Analysis, Privacy Preservation and Applications. 105-114 - Juncai Yao, Jing Shen:
Image Watermark Combining with Discrete Wavelet Transform and Singular Value Decomposition. 115-124 - Yanfeng Shi, Wenxiu Yang, Wanni Xu, Qiong Li:
Research on Outsourced PSI Protocols for Privacy Preserving Data Sharing. 125-136 - Yanfeng Shi, Wenhui Ni, Wanni Xu, Wenxiu Yang, Qiong Li, Zekai Xue:
A Review on Traceable Attribute-Based Encryption. 137-148 - Miada Murad, Sarah Altwaijri, Johara Khabti, Ibtehal Baazeem, Yuan Tian:
Trustworthy Collaborative Trajectory Privacy Scheme for Continuous LBS. 149-170 - Yu-qing Yang, Weiwei Miao, Zeng Zeng:
The Application of Beidou and Ultra-Broadband Positioning Technology in the Power Security Protection System. 171-182 - Jiayuan Wang, Shengbin Yang, Chong Cheng:
Research on Navigation Algorithm Model of Virtual Tourism System Based on GIS. 183-193 - Tingting Bian:
Financial Risk Analysis and Early Warning Research Based on Crowd Search Algorithm. 194-202 - Rui Wang, Xueli Wang, Yunfang Chen, Wei Zhang:
Design Guidance for Lightweight Object Detection Models. 203-217 - Yu Chen, Ziqian Zhang, Ning Tang:
Application of Digital Twin in the Security Protection of the Internet of Things in Power System. 218-229 - Guohong Yu, Chenggong Ni, Tianquan Liu:
Research on Blockchain Security Risk Analysis and Coping Strategies. 230-242 - Rakib Ul Haque, A. S. M. Touhidul Hasan, Apubra Daria, Qiang Qu, Qingshan Jiang:
Towards Convergence of Blockchain and Self-sovereign Identity for Privacy-Preserving Secure Federated Learning. 243-255 - Zhihua Ding, Yijie Wu, Peng Jia, Jiaxing Li, Sijia Zhou:
Research on Load Forecasting Method Considering Data Feature Analysis Based on Bi-LSTM Network. 256-268 - Hongzhang Xiong, Jie Cheng, YanJin Wang, Xiaokun Yang, Kuo Wang:
Research on Cloud Computing Security Technology of Power System. 269-283 - Weiqing Fang, Peng Li, Yujie Zhang, Yang Chen:
Research on Optimization of Fuzzing Test of Unknown Protocol Based on Message Type - Black Box Testing. 284-298 - Bin Fan, Zuoling Xie, Haitao Cheng, Peng Li:
Risk Prediction of Diabetic Readmission Based on Cost Sensitive Convolutional Neural Network. 299-311 - Meng Zhang, Ying Cai, Yu Zhang, Xin Li, Yanfang Fan:
A Survey on Content-Based Encrypted Image Retrieval in Cloud Computing. 312-325
Big Data
- Hao Xu, Shihui Chen, Mengxue Yi, Ke Feng, Xi Ding, Yilin Liu, Yiyang Chen:
Methodology-Driven Characteristics of Scientific Research Collaboration Networks in the Field of Economic Management: Mining and Analysis Based on Big Data. 329-347 - Junyi Xu:
Smart Hotel Management Under the Background of Big Data. 348-359 - Guangyu Chen, Zhengyang Zhu, Li Yang, Gang Lin, Yujiao Yun, Peng Jiang:
Power Grid Missing Data Filling Method Based on Historical Data Mining Assisted Multi-dimensional Scenario Analysis. 360-371 - Yunhai Zhao:
The Training Mode of Experimental Talents in Colleges and Universities Based on Big Data. 372-379 - Haowei Tang, Jing Shen, Congying Yao, Juncai Yao:
Research on Anomaly Detection of Smart Meter Based on Big Data Mining. 380-387 - Jianlong Jiang, Kun Huang:
Using Big Data Technology to Analyze the Application of Calligraphy Art in Modern Digital Media. 388-396 - Zhang Ming:
Research on Resource Allocation of Multi-beam Satellite Based on Big Data Under Rain Fading. 397-408
Blockchain and Internet of Things
- Zi Ye, Weichen Liu, Qiang Qu, Qingshan Jiang, Yi Pan:
A Cryptocurrency Price Prediction Model Based on Twitter Sentiment Indicators. 411-425 - Mengxin Jia, Yanfang Fan, Ying Cai:
A Survey on Task Scheduling Schemes in Mobile Edge Computing. 426-439 - Pengpeng Liu:
Research on Dynamic Simulation Modeling of Chemical Industry Based on Edge Algorithm. 440-451 - Ji Rui:
A Model of Resource Scheduling of Ideological and Political Education in Colleges and Universities Based on Cloud Computing. 452-460 - Yuxiang Qiu, Lan Gan, E. Longhui, Shunwang Xu, Peng Wei, Yan Cai:
Incomplete Feature Recovery of Cloud Network System Based on Artificial Intelligence. 461-472 - Zhiwen Song, Yanfang Fan, Ying Cai:
A Survey on Service Migration Strategies for Vehicular Edge Computing. 473-487 - Huali Wang:
Research on the Evaluation Method of Construction Measurement Uncertainty Based on Edge Algorithm. 488-495 - Yulin Li:
Research on Civil Aviation Economic Pricing Based on Equilibrium Game. 496-506 - Yao Wu, Yong Lu, Chengcheng Ma, Xiuyang Zhang, Ziyang Pan, Xiang Yu, Yameng Zhang:
Spinal Posture Recognition Device Using Cloud Storage and BP Neural Network Approach Based on Surface Electromyographic Signal. 507-517 - Junjie Shi, Fenggang Lai, Weiliang Li, Huaiyu Wang, Xiaoliang Zhang, Yan Li:
Anomaly Detection of Cloud Network Resource State Based on Deep Learning. 518-526 - Wenye Liu, Haiming Xu, Kegui Guo, Nianguo Liu, Xuming Tang, Jianghui Meng, Cifu Zhan, Luyao Li, Pin Lu:
Research on Defect Intelligent Identification System Based on Cloud-Fog-Edge Cooperation for UAV Electric Power Inspection. 527-544 - Xiaoliang Zhang, Yan Li, Weiliang Li, Jiaqi Duan, Shunming Lv, Mei Yan:
Optimization on Service Function Chain Deployment for Cloud Network Collaborative Operation Platform. 545-559
Artificial Intelligence/Machine Learning Security
- Randa Aljably, Salah Hammami:
Using Multi-criteria Evaluation of E-learning System: A Methodology Based on Learning Outcomes. 563-574 - Kun Huang, Jianlong Jiang:
Application of Machine Learning Algorithm in Art Field - Taking Oil Painting as an Example. 575-583 - Shuwei Zhang, Xinghua Yang, Benran Hu, Yongjia Wang, Huiqi Zhang:
Based on Data Mining New Energy Medium - and Long - Term Electricity Market Trading Power Decomposition Strategy. 584-596 - Zhonglong Wang, Jian Geng, Qing Wang, Han Zhang, Weidong Meng, Luyan Li:
Research and Judgment of Enterprise Energy Consumption Anomaly Based on Massive Data Clustering Algorithm. 597-606 - Yang Chen, Peng Li, Yujie Zhang, Weiqing Fang:
State Machine Inference Method of Unknown Binary Protocol Based on Recurrent Neural Network. 607-616 - Ke Hua, Zhichao Wang, Baoyin Wu, Maosheng Fu:
Data-Driven Distribution Network Energy-Saving Planning Based on Cluster Division and High-Penetration Renewable Energy Access. 617-629 - Randa Aljably, Mznah Al-Rodhaan, Yuan Tian:
Detecting Hybrid Anomalies Using an Unsupervised Approach in Online Social Networks. 630-642 - Yunfang Chen, Haotian Mao, Li Wang, Wei Zhang:
Community Detection Based on Deep Network Embedding with Dual Self-supervised Training. 643-656 - Ali Aljofey, Qingshan Jiang, Qiang Qu:
A Supervised Learning Model for Detecting Ponzi Contracts in Ethereum Blockchain. 657-672 - Yulin Li:
Research on Civil Aviation Economic Security Situation Assessment Model Based on Ant Colony Algorithm. 673-682 - Shi-Fa Luo:
Research on Active Sampling with Self-supervised Model. 683-695 - Yang Lv, Shiming Sun, Qi Zhao, Jiang Tian, Chun Li:
Research on Intelligent Identification Method of Power Grid Missing Data Based on Improved Generation Countermeasure Network with Multi-dimensional Feature Analysis. 696-706 - Jinrui He:
Civil Aviation Etiquette Robot System Based on Decision Tree Model. 707-715 - Han Zong:
Chemical Fault Diagnosis Modeling Optimization Based on Machine Learning. 716-725 - Wenbo Yang, Quan Xia:
Research and Design of Agrometeorological Disaster Monitoring and Early Warning and Intelligent Service System Based on Data Mining. 726-737 - Jing He, Songtao Zhang, Yangfei Zhang, Yong Zheng, Yuqin Hong, Changyi Huang:
A Parameter Identification Method of Wind Turbine System Based on Fuzzy Cuckoo Search Algorithm. 738-748
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