Security and Privacy in Digital Economy

Front Matter ....Pages I-XV
Front Matter ....Pages 1-1
 Detection and Defense Against DDoS Attack on SDN Controller Based on Spatiotemporal Feature  (Yan Xu, Jinxing Ma, Sheng Zhong)....Pages 3-18
 Trusted Link-Separation Multipath Selection for Software-Defined Wireless Sensor Networks in Adversarial Environments  (Pu Zhao, Wentao Zhao, Qiang Liu, Anbang Wang)....Pages 19-32
 Secure Radio Frequency DCS Watermark-Aided Physical Layer Authentication Design for NB-IoT Systems  (Hongqing Huang, Lin Zhang)....Pages 33-49
 Protecting the Data Plane of SDN From Malicious Flow Entries Based on P4  (Yifang Zhi, Li Yang, Gaolei Yang, Yuehong Zhang)....Pages 50-64
 High-Speed Network Attack Detection Framework Based on Optimized Feature Selection  (Zhicheng Luo, Weijia Ding, Anmin Fu, Zhiyi Zhang, Linjie Zhang)....Pages 65-78
 CaaS: Enabling Congestion Control as a Service to Optimize WAN Data Transfer  (Jiahua Zhu, Xianliang Jiang, Guang Jin, Penghui Li)....Pages 79-90
 Efficient and Evolvable Key Reconciliation Mechanism in Multi-party Networks Based on Automatic Learning Structure  (Shuaishuai Zhu, Yiliang Han, Xiaoyuan Yang, Xuguang Wu)....Pages 91-99
 CSKB: A Cyber Security Knowledge Base Based on Knowledge Graph  (Kun Li, Huachun Zhou, Zhe Tu, Bohao Feng)....Pages 100-113
 Improvements Based on JWT and RBAC for Spring Security Framework  (Gongxuan Zhang, Mingyue Zhang, Xinyi Fan)....Pages 114-128
Front Matter ....Pages 129-129
 Decentralizing Privacy-Preserving Data Aggregation Scheme Using Blockchain in Smart Grid  (Hongbin Fan, Yining Liu, Zhixin Zeng)....Pages 131-142
 Local Differential Privacy for Data Streams  (Xianjin Fang, Qingkui Zeng, Gaoming Yang)....Pages 143-160
 A Personalized Preservation Mechanism Satisfying Local Differential Privacy in Location-Based Services  (Datong Wu, Xiaotong Wu, Jiaquan Gao, Genlin Ji, Xiaolong Xu, Lianyong Qi et al.)....Pages 161-175
 Location-Aware Privacy Preserving Scheme in SDN-Enabled Fog Computing  (Bruce Gu, Xiaodong Wang, Youyang Qu, Jiong Jin, Yong Xiang, Longxiang Gao)....Pages 176-190
 PLFG: A Privacy Attack Method Based on Gradients for Federated Learning  (Feng Wu)....Pages 191-204
 A Survey of Game Theoretical Privacy Preservation for Data Sharing and Publishing  (Datong Wu, Xiaotong Wu, Jiaquan Gao, Genlin Ji, Taotao Wu, Xuyun Zhang et al.)....Pages 205-216
Front Matter ....Pages 217-217
 Network Anomaly Detection Using Federated Learning and Transfer Learning  (Ying Zhao, Junjun Chen, Qianling Guo, Jian Teng, Di Wu)....Pages 219-231
 Variational Autoencoder Based Enhanced Behavior Characteristics Classification for Social Robot Detection  (Xiaolong Deng, Zhengge Dai, Mingdong Sun, Tiejun Lv)....Pages 232-248
 A Decentralized Weighted Vote Traffic Congestion Detection Framework for ITS  (Yang Song, Zhuzhu Wang, Junwei Zhang, Zhuo Ma, Jianfeng Ma)....Pages 249-262
 CVNNs-IDS: Complex-Valued Neural Network Based In-Vehicle Intrusion Detection System  (Mu Han, Pengzhou Cheng, Shidian Ma)....Pages 263-277
 Intrusion Detection Scheme for Autonomous Driving Vehicles  (Weidong Zhai, Zhou Su)....Pages 278-291
 Hyperparameter Optimization of ICS Intrusion Detection Classifier Based on Improved Hybrid Algorithm  (Chenjun Tang, Hai Liang, Yong Ding, Yujue Wang, Shijie Tang)....Pages 292-305
Front Matter ....Pages 307-307
 Bitcoin-Based Anti-collusion Fair Payments for Outsourcing Computations in Cloud Computing  (Duo Zhang, Xiaodong Zhang, Sheng Gao, Youliang Tian)....Pages 309-321
 Rational Delegation of Computation Based on Reputation and Contract Theory in the UC Framework  (Xiaoxia Jiang, Youliang Tian)....Pages 322-335
 A PBFT Consensus Scheme with Reputation Value Voting Based on Dynamic Clustering  (Shenchen Zhu, Ziyan Zhang, Liquan Chen, Hui Chen, Yanbo Wang)....Pages 336-354
 Multi-user Dynamic Symmetric Searchable Encryption for Attribute-Value Type Database in Cloud Storage  (Shanshan Li, Chunxiang Xu, Yuan Zhang, Xinsheng Wen)....Pages 355-368
 Revocable Attribute-Based Encryption Scheme with Arithmetic Span Program for Cloud-Assisted IoT  (Hu Xiong, Jinhao Chen, Minghao Yang, Xin Huang)....Pages 369-383
 A Multi-data Collaborative Encryption in Concealed Data Aggregation for WSNs  (Li Ma, Jia Geng, Dongchao Ma, Yingxun Fu, Ailing Xiao)....Pages 384-398
 Multi-owner Encrypted Ranked Keyword Search Using Machine Learning Techniques  (Laila Tul Badar, Chungen Xu, Ali Zakir)....Pages 399-412
Front Matter ....Pages 413-413
 Detection of Various Speech Forgery Operations Based on Recurrent Neural Network  (Diqun Yan, Tingting Wu)....Pages 415-426
 Robust, Imperceptible and End-to-End Audio Steganography Based on CNN  (Jie Wang, Rangding Wang, Li Dong, Diqun Yan)....Pages 427-442
 Adversarial Examples Attack and Countermeasure for Speech Recognition System: A Survey  (Donghua Wang, Rangding Wang, Li Dong, Diqun Yan, Xueyuan Zhang, Yongkang Gong)....Pages 443-468
 Enhancing Adversarial Examples with Flip-Invariance and Brightness-Invariance  (Wanping Liu, Zhaoping Li)....Pages 469-481
 MLAB-BiLSTM: Online Web Attack Detection Via Attention-Based Deep Neural Networks  (Jun Yang, Mengyu Zhou, Baojiang Cui)....Pages 482-492
 A Moving Target Tracking Algorithm Based on Motion State Estimation and Convolutional Neural Network  (Yongmei Zhang, Jianzhe Ma, Qian Guo, Weifeng Lv)....Pages 493-517
 Detecting Advanced Persistent Threat in Edge Computing via Federated Learning  (Zitong Li, Jiale Chen, Jiale Zhang, Xiang Cheng, Bing Chen)....Pages 518-532
Front Matter ....Pages 533-533
 Data Computing in Covert Domain  (Zhenxing Qian, Zichi Wang, Xinpeng Zhang)....Pages 535-545
 Post-processing for Enhancing Audio Steganographic Undetectability  (Xueyuan Zhang, Rangding Wang, Li Dong, Diqun Yan)....Pages 546-559
 Steganalysis of Adaptive Steganography Under the Known Cover Image  (Jialin Li, Xiangyang Luo, Yi Zhang, Pei Zhang, Chunfang Yang, Fenlin Liu)....Pages 560-574
Front Matter ....Pages 575-575
 Improving Communication Efficiency for Encrypted Distributed Training  (Minglu Zhang, Qixian Zhou, Shaopeng Liang, Haomiao Yang)....Pages 577-590
 A PoL Protocol for Spatiotemporal Blockchain  (Yiwenjin Fu, Huahui Chen, Jiangbo Qian, Yihong Dong)....Pages 591-605
 Deep Learning-Based Reverse Method of Binary Protocol  (Chenglong Yang, Cai Fu, Yekui Qian, Yao Hong, Guanyun Feng, Lansheng Han)....Pages 606-624
 Analysis Toward RLWE-Based Key Exchange Protocol Based on Automatic Learning Structure  (Shuaishuai Zhu, Yiliang Han)....Pages 625-639
Front Matter ....Pages 641-641
 AnonyTrust: An Anonymous Trust Authentication System for Pervasive Social Networking  (Pu Wang, Limei He, Zheng Yan, Wei Feng)....Pages 643-660
 Transaction Deanonymization in Large-Scale Bitcoin Systems via Propagation Pattern Analysis  (Meng Shen, Junxian Duan, Ning Shang, Liehuang Zhu)....Pages 661-675
 User Privacy-Preserving Scheme Based on Anonymous Authentication in Smart Grid  (Qichao Lai, Li Xu, Manli Yuan, Feng Wang, He Fang)....Pages 676-691
Front Matter ....Pages 693-693
 Behavior Prediction and Its Design for Safe Departure Intervals Based on Huang Yan-Pei Thought  (Jun Hou, Yutao Song, Qianmu Li, Huaqiu Long, Jian Jiang)....Pages 695-710
 Making Privacy Protection Investment Decisions in Social Networks: An Interdependent Security Game Approach  (Yu Wu, Li Pan, Fang Liu)....Pages 711-725
 De-anonymizing Social Networks with Edge-Neighborhood Graph Attacks  (Hongyan Zhang, Li Xu, Limei Lin, Xiaoding Wang)....Pages 726-737
 User Grouping Privacy-Preserving Strategy Based on Edge Computing for Mobile Crowdsensing  (Peng Yang, Yan Zhang, Qiming Wu, Dapeng Wu, Zhidu Li)....Pages 738-749
Back Matter ....Pages 751-753