Collaborative Computing: Networking, Applications and Worksharing

1. Front Matter

   Pages i-xx

   PDF

2. Security and Privacy Protection

   1. Front Matter

      Pages 1-1

      PDF

   2. A Novel Risk Assessment Method Based on Hybrid Algorithm for SCADA

      • Chen Yenan, Lu Tinghui, Li Linsen, Zhang Han

      Pages 3-17

   3. A Visual Tool for Interactively Privacy Analysis and Preservation on Order-Dynamic Tabular Data

      • Fengzhou Liang, Fang Liu, Tongqing Zhou

      Pages 18-38

   4. Prevention of GAN-Based Privacy Inferring Attacks Towards Federated Learning

      • Hongbo Cao, Yongsheng Zhu, Yuange Ren, Bin Wang, Mingqing Hu, Wanqi Wang et al.

      Pages 39-54

   5. ACS: An Efficient Messaging System with Strong Tracking-Resistance

      • Zhefeng Nan, Changbo Tian, Yafei Sang, Guangze Zhao

      Pages 55-74

   6. Anti-Clone: A Lightweight Approach for RFID Cloning Attacks Detection

      • Yue Feng, Weiqing Huang, Siye Wang, Yanfang Zhang, Shang Jiang, Ziwen Cao

      Pages 75-90

   7. A Privacy-Preserving Lightweight Energy Data Sharing Scheme Based on Blockchain for Smart Grid

      • Xinyang Li, Yujue Wang, Yong Ding, Shiye Ma, Bei Xiao, Zhihong Guo et al.

      Pages 91-110

   8. Dynamic Trust-Based Resource Allocation Mechanism for Secure Edge Computing

      • Huiqun Yu, Qifeng Tang, Zhiqing Shao, Yiming Yue, Guisheng Fan, Liqiong Chen

      Pages 111-132

   9. A Stochastic Gradient Descent Algorithm Based on Adaptive Differential Privacy

      • Yupeng Deng, Xiong Li, Jiabei He, Yuzhen Liu, Wei Liang

      Pages 133-152

   10. Evading Encrypted Traffic Classifiers by Transferable Adversarial Traffic

       • Hanwu Sun, Chengwei Peng, Yafei Sang, Shuhao Li, Yongzheng Zhang, Yujia Zhu

       Pages 153-173

   11. A Secure Auction Mechanism for Task Allocation in Mobile Crowdsensing

       • Dan Li, Tong Liu, Chengfan Li

       Pages 174-193

3. Deep Learning and Application

   1. Front Matter

      Pages 195-195

      PDF

   2. A Pareto-Efficient Task-Allocation Framework Based on Deep Reinforcement Learning Algorithm in MEC

      • Wenwen Liu, Sinong Zhao, Zhaoyang Yu, Gang Wang, Xiaoguang Liu

      Pages 197-213

   3. An Adaptive Ensembled Neural Network-Based Approach to IoT Device Identification

      • Jingrun Ma, Yafei Sang, Yongzheng Zhang, Xiaolin Xu, Beibei Feng, Yuwei Zeng

      Pages 214-230

   4. Fine-Grained Head Pose Estimation Based on a 6D Rotation Representation with Multiregression Loss

      • Jin Chen, Huahu Xu, Minjie Bian, Jiangang Shi, Yuzhe Huang, Chen Cheng

      Pages 231-249

   5. Purpose Driven Biological Lawsuit Modeling and Analysis Based on DIKWP

      • Yingtian Mei, Yucong Duan, Lei Yu, Haoyang Che

      Pages 250-267

   6. Research on Depth-Adaptive Dual-Arm Collaborative Grasping Method

      • Hao Zhang, Pengfei Yi, Rui Liu, Jing Dong, Qiang Zhang, Dongsheng Zhou

      Pages 268-285

4. Collaborative Working

   1. Front Matter

      Pages 287-287

      PDF

   2. Semantic SLAM for Mobile Robot with Human-in-the-Loop

      • Zhenchao Ouyang, Changjie Zhang, Jiahe Cui

      Pages 289-305

The two-volume set LNICST 460 and 461 constitutes the proceedings of the 18th EAI International Conference on Collaborative Computing: Networking, Applications and Worksharing, CollaborateCom 2022, held in Hangzhou, China, in October 2022. 


The 57 full papers presented in the proceedings were carefully reviewed and selected from 171 submissions. The papers are organized in the following topical sections: Recommendation System; Federated Learning and application; Edge Computing and Collaborative working; Blockchain applications; Security and Privacy Protection; Deep Learning and application; Collaborative working; Images processing and recognition.

• artificial intelligence
• communication systems
• computer hardware
• computer networks
• computer science
• computer security
• computer systems
• computer vision
• cryptography
• data security
• engineering
• internet
• machine learning
• mathematics
• network protocols
• network security
• signal processing
• telecommunication networks
• telecommunication systems
• wireless telecommunication systems

• Shanghai University, Shanghai, China

  Honghao Gao

• Xi’an Jiaotong-Liverpool University, Suzhou, China

  Xinheng Wang

• Zhejiang University City College, Hangzhou, China

  Wei Wei

• London South Bank University, London, UK

  Tasos Dagiuklas

Policies and ethics