Ahmad Zainudin
Title 1: Federated Learning Inspired Low-Complexity Intrusion Detection and Classification Technique for SDN-based Industrial CPS (Under Review)
Target: IEEE Transactions on Network and Service Management
Title 2: Blockchain-Empowered Distributed Aggregation for Secure and Efficient Federated Transfer Learning Intrusion Classification in IIoT Networks - Winter Intensive (Processing)
Target: IEEE Internet of Things
Title 3: Blockchain-Assisted Federated Intrusion Detection Systems in IoT Networks: A Comprehensive Survey, Challenges, and Future Directions (Processing)
Target: IEEE Communications Surveys & Tutorials
Title 4: Blockchain-based Decentralized Trust Aggregation for Federated Cyber-Attacks Classification in SDN-Enabled Maritime Transportation Systems (Under Review)
Target: ICC Workshop 2023
Title 5: Blockchain-Enabled Federated Human Activity Recognition for Interactive Avatar in Metaverse(Processing) – (Interactive Avatar Project Paper)
Target: IEEE Journal
Title 6: Deep Learning-Assisted Inventory Management Prediction in Manufacturing Execution System - (MES Project Paper)
Target: ICT Express
Title 1 (IEEE TNSM):
*Submitted
*Waiting for review comments
Title 2 (IEEE IoT):
*Comparing public blockchain network performance
*Continue to implement a secure model exchange scenario and evaluate its performance
*Conduct performance evaluation and system comparison
*Continue paper writing
Title 3 (IEEE CST):
*Continue reading the paper and make a detailed paper outline
Title 4 (ICC Workshop 2023):
*Submitted
*Waiting for review comments
Title 5 (IEEE Journal):
*Preprocessing and training new dataset
*Increase system reliability for HAR model → federated learning scenario
*Consider new dataset → working on simulation using a new dataset
*Comparing with existing model → working on simulation using existing model approach
*Continue paper writing
Title 1 (IEEE TNSM):
*Submitted
*Waiting for review comments
Title 2 (IEEE IoT):
*Comparing public blockchain network performance
*Continue to implement a secure model exchange scenario and evaluate its performance
*Conduct performance evaluation and system comparison with different dataset
*Continue paper writing
Title 3 (IEEE CST):
*Continue reading the paper and make a detailed paper outline
Title 4 (ICC Workshop 2023):
*Submitted
*Waiting for review comments
Title 5 (IEEE Journal):
*Preprocessing and training new dataset
*Increase system reliability for HAR model → federated learning scenario
*Consider new dataset → working on simulation using a new dataset
*Comparing with existing model → working on simulation using existing model approach
*Implement blockchain-based decentralized aggregation
*Continue paper writing
Manufacturing Execution System (EMS) and HAR for Interactive Avatar in Metaverse
MES Project
# Continue paper review for 2nd phase project topic (Routing Optimization) → Meta-Heuristic approach
# Summarize the paper review based on the format
HAR for Interactive Avatar in Metaverse Project
# Finishing the mediapipe-UE plugin building issue
# Try to integrate mediapipe and UE project using the plugin
# Try creating a human pose estimation using mediapipe and the UE plugin
# Weekly meeting with the team
# Continue paper writing
MES Project
# Continue paper review for 2nd phase project topic (Routing Optimization) → Meta-Heuristic approach
# Continue to summarize the paper review based on the format
HAR for Interactive Avatar in Metaverse Project
# Design interactive avatar framework
# Finishing the mediapipe-UE plugin building issue
# Try to integrate mediapipe and UE project using the plugin
# Try to create a human pose estimation using mediapipe and the UE plugin
# Weekly meeting with the team
# Continue paper writing
1. Finishing paper writing for international and domestic conferences, and international journal
2. Finishing project tasks based on a project time schedule
3. Finishing project paper writing
4. Finishing winter intensive paper
2023 Goals:
1. Submit at least two SCI or SCIE journals
{IEEE Transaction on Network and Service Management}(Submitted, November 4th, 2022)(Under Review)
2. Attend one international conference
{ICC Workshop 2023} (Under Review)
3. Attend one domestic conference