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: Distributed Aggregation for Secure and Efficient Federated Transfer Learning Intrusion Classification in Blockchain-Empowered 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: Efficient Privacy-Preserving Federated Intrusion Classification in CPS-Enabled Maritime Transportation System (Rejected)
Target: ICC 2023
Title 5: Deep Federated Learning-Assisted 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 review comments
Title 2 (IEEE IoT):
*Redesign the system to achieve more efficient system
*Working simulation work with new design system
*Conduct performance evaluation and system comparison
*Continue paper writing
Title 3 (IEEE CST):
*Continue read the paper and make detailed paper outline
Title 4 (ICC 2023):
*Received review comments
Title 5 (IEEE Journal):
*Increase system reliability for HAR model → federated learning scenario
*Consider new dataset
*Comparing with existing model → working on simulation
*Continue paper writing → update and fixing literature review
Title 1 (IEEE TNSM):
*Submitted
*Waiting review comments
Title 2 (IEEE IoT):
*Develop a public blockchain network
*Integrate IPFS with the system
*Learn a secure aggregation scenario based on existing approaches
*Implement secure model exchange scenario
*Conduct performance evaluation and system comparison
*Continue paper writing
Title 3 (IEEE CST):
*Continue read the paper and make detailed paper outline
Title 4 (ICC 2023):
*Improve the paper based on review comment
Title 5 (IEEE Journal):
*Increase system reliability for HAR model → federated learning scenario
*Consider new dataset
*Comparing with existing model → working on simulation
*Continue paper writing → update and fixing literature review
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
Paper 3: Optimization of Material Supply in Smart Manufacturing Environment: A Metaheuristic Approach for Matrix Production
Paper 4: Integrated Production-Inventory-Routing Problem for Multi-Perishable Products Under Uncertainty by Meta-Heuristic Algorithm
HAR for Interactive Avatar in Metaverse Project
# Develop skeleton-based mocap for multi person pose estimation
# Try to integrate skeleton-based mocap with unreal engine platform
# Weekly meeting with team
# Continue paper writing
MES project
# Continue paper review for 2nd phase project topic (Routing Optimization) → Meta-Heuristic approach
Paper 5: Production-Inventory-Routing Coordination with Capacity and Time Window Constraints for Perishable products: Heuristic and Meta-Heuristic Algorithms
Paper 6: A Multi-Objective Optimization Framework for a Sustainable Closed-Loop Supply Chain Network in the Olive Industry: Hybrid Meta-Heuristic Algorithms
HAR for Interactive Avatar in Metaverse Project
# Develop skeleton-based mocap for multi person pose estimation
# Try to integrate skeleton-based mocap with unreal engine platform
# Lear about mediapipe
# Weekly meeting with team
# Continue paper writing
1. Finishing paper writing for international and domestic conferences, and international journal
2. Finishing project tasks based on 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 2023} (Rejected) → Working on revision
3. Attend one domestic conference