EAI ICECI 2022
3rd International Conference on Edge Computing and IoT: Systems, Management and Security

Day 1 – 13 December 2022 – Time zone: CST/ GMT+8 (Changsha, Hunan Province, China)

9:00 – 9:05 Opening Ceremony

An opening message by the conference organizers.

9:05 – 9:15 Welcome Message by EAI

9:15 – 10:15 Arun Iyengar – Co-Founder and Partner of Intelligent Data Management and Analytics, LLC

Title: Bringing Financial and Biomedical Applications to the Network Edge

10:15 – 10:30 Coffee/ Tea Break

10:30 – 11:50 Technical session 1, Session Chair:

10:30-10:50 Forecasting the Temperature of BEV Battery Pack based on Field Testing Data

10:50-11:10 The Data Exchange Protocol over Multi-chain Blockchain Using Zero-knowledge Proof

11:10-11:30 A Hybrid Task Offloading and Service Cache Scheme for Vehicular Edge Computing

11:30-11:50 On Enhancing Transmission Performance for IoV Based on Improved Greedy Algorithm

11:50-12:10 Precise Segmentation on Poly-Yolo, YoloV5 and FCN

12:10 – 13:30 Lunch break

13:30 – 14:50 Technical session 2, Session Chair:

13:30-13:50 Research on DAG Based Consensus Mechanism for Adjustable Load Metering Data

13:50-14:10 A Detection and Information Processing Model based on an Automatic Mechanism for Tax Payment Control in Developing Countries

14:10-14:30 IEC-FOF: An Industrial Electricity Consumption Forecasting and Optimization Framework

14:30-14:50 Demons Hidden in the Light: Unrestricted Adversarial Illumination Attacks

9:00 – 10:00 Yan Zhang – University of Oslo, Norway

Title: Machine Learning in Digital Twin Edge Networks

10:00 – 10:20 Coffee/ Tea Break

10:20 – 15:40 Technical session 3, Session Chair:

10:20-10:40 Demons Hidden in the Light: Unrestricted Adversarial Illumination Attacks

10:40-11:00 Evaluation of Higher Education System

11:00-11:20 Defense Mechanisms against Audio Adversarial Attacks: Recent Advances and Future Directions

11:20-11:40 An Empirical Study of Worldwide Plastic Waste Mitigation

11:40-12:00 Prediction for Surface Subsidence of Shield Construction in Water-Rich Sand Egg Stratum Based on Edge Intelligence

12:20-12:40 Highly Accurate Dynamic Gesture Recognition Method Based on Edge Intelligence

12:40 – 14:00 Lunch break

14:00 – 16:20 Technical session 4, Session Chair:

14:00-14:20 Edge Intelligence Based Garbage Classification Detection Method

14:20-14:40 Adversarial Example Attacks in Internet of Things (IoT)

14:40-15:00 Training Node Screening in Decentralized Trusted Federated Learning

15:00-15:20 Exploration and Practice of Course Homework Metaverse Based on Extended Reality under Edge Computing

15:20-15:40 Federated Learning Based User Scheduling for Real-Time Multimedia Tasks in Edge Devices

15:40-16:00 A Co-caching Strategy for Edges Based on Federated Learning and Regional Prevalence

16:00-16:20 LSTM-DAM: Malicious Network Traffic Prediction for Cloud Manufacturing System

16:20 – 16:40 Closing Remarks + Best Paper Award