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: Efficient Distributed Aggregation for 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 (Under Review)
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):
*Continue read paper review regarding blockchain-based intrusion detection
*Design the proposed model
*Continue develop proposed model and working on simulation
*Continue paper writing
Title 3 (IEEE CST):
*Continue papers review → add the list paper review and make a summary
*Continue learn regarding paper review workflow
*Create a body structure of review paper → continue create a paper outline and update it
*Continue read the existing review papers with similar topic and decide the paper’s contributions
*Continue paper writing
Title 4 (ICC 2023):
*Submitted
*Waiting review comments
Title 5 (IEEE Journal):
*Continue implementation system → fixing some issues
*Continue integrate HAR model with metaverse platform and increase reliable metaverse platform
*Continue fixing the program connection between HAR framework and metaverse platform for multi-user cases
*Increase system reliability for HAR model → federated learning scenario
*Comparing with existing model
*Continue paper writing
Title 6 (ICT Express)
*Design proposed model
*Working on simulation
*Continue paper writing
Title 1 (IEEE TNSM):
*Submitted
*Waiting review comments
Title 2 (IEEE IoT):
*Design the proposed model
*Continue develop proposed model and working on simulation
*Continue paper writing
Title 3 (IEEE CST):
*Continue papers review → add the list paper review and make a summary
*Create a body structure of review paper → continue create a paper outline and update it
*Continue read the existing review papers with similar topic and decide the paper’s contributions
*Continue paper writing
Title 4 (ICC 2023):
*Submitted
*Waiting review comments
Title 5 (IEEE Journal):
*Continue fixing the program connection between HAR framework and metaverse platform for multi-user cases
*Increase system reliability for HAR model → federated learning scenario
*Comparing with existing model
*Continue paper writing
Title 6 (ICT Express)
*Continue working on simulation
*Finishing comparison part
*Continue paper writing
Manufacturing Execution System (EMS) and HAR for Interactive Avatar in Metaverse
MES project
# Design the proposed system and DL model
# Finishing simulation work with new scenario
# Train the proposed model and and compare with existing approaches
# Continue paper writing
HAR for Interactive Avatar in Metaverse Project
# Continue retrain HAR model to achieve a reliable model using federated learning scenario
# Continue to integrate HAR framework and metaverse platform → create the integrated system more reliable
# Continue update the integrated system with consider multi-user scenario
# Weekly meeting with team
# Continue paper writing
MES project
# Continue train the proposed model and and compare with existing approaches
# Continue paper writing
HAR for Interactive Avatar in Metaverse Project
# Learning some material for second phase interactive avatar project
# Continue retrain HAR model to achieve a reliable model using federated learning scenario
# Continue to integrate HAR framework and metaverse platform → create the integrated system more reliable
# Continue update the integrated system with consider multi-user scenario
# 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. Working for winter intensive
2022 Goals:
1. Submit at least two SCI or SCIE journals
{IEEE IoT Journal} (Published, August 8th, 2022)
{IEEE Transaction on Network and Service Management}(Submitted, November 4th, 2022)(Under Review)
2. Attend one international conference
{ICMIC 2022} (Published)
{APCC 2022} (Published)
{ICTC 2022} (Published)
{ICC 2023} (Under Review)
3. Attend one domestic conference
{2022 KICS Winter Conference} (Published)
{2022 KICS Summer Conference} (Published)
{2022 KICS Fall Conference} (Published)