Ahmad Zainudin
Title 1: Federated Learning Inspired Low-Complexity Intrusion Detection and Classification Technique for SDN-based Industrial CPS (Processing)
Target: IEEE Transactions on Network and Service Management
Title 2: Privacy-Enhanced for Federated Learning-Based Intrusion Detection in Digital Twin-Enabled Industrial Cyber-Physical Systems (Processing)
Target: IEEE Transactions on Industrial Informatics
Title 3: Blockchain-Empowered Federated Intrusion Detection for IoT Networks: A Comprehensive Technical Survey (Processing)
Target: IEEE Communications Surveys & Tutorials
Title 4: FedIoV: A Federated Learning-Assisted Intrusion Messages Detection in Internet of Vehicles (Submitted)
Target: KICS Fall 2022
Title 5: Efficient Privacy-Preserving Federated Intrusion Detection in CPS-Enabled Maritime Transportation System (Processing)
Target: ICC 2023
Title 6: Collaborative Reinforcement Learning-Assisted Intrusion Messages Identification for Internet of Vehicle (Processing)
Target: ICAIIC 2023
Title 7: Deep Learning-Assisted Human Activity Recognition for Interactive Avatar in Metaverse (Processing) – (Project Paper)
Target: IEEE Journal
Title 1 (IEEE TNSM):
*Continue fixing the internal review comments
*Continue finishing some simulation works to add performance evaluation part
*Finalization paper writing
*Got english correction service result
Title 2 (IEEE TII):
*Continue read paper review regarding network virtualization in digital twin
*Conduct a digital twin environment using SDN platform
*Learning regarding how to implement an intrusion detection model in SDN environment
*Try to explore SDN platform to implement attack model
*Try to implement an intrusion detector in virtualization environment
*Continue paper writing
Title 3 (IEEE CST):
*Continue papers review
*Brainstorming about proposed system than existing papers review
*Continue paper writing
*Continue learn regarding paper review workflow
*Create a body structure of review paper
Title 4 (KICS Fall 2022):
*Finishing paper writing
*Submit paper to KICS Fall 2022
Title 5 (ICC 2023):
*Continue finishing paper writing
*Fixing simulation work
Title 6 (ICAIIC 2023):
*Start paper writing
*Working simulation part
Title 7 (IEEE Journal):
*Continue implementation system
*Continue paper writing
*Increase system reliability
Title 1 (IEEE TNSM):
*Finalization paper writing before submission
*Update the paper based on english correction service result
Title 2 (IEEE TII):
*Continue read paper review regarding network virtualization in digital twin
*Conduct a digital twin environment using SDN platform
*Learning regarding how to implement an intrusion detection model in SDN environment
*Try to explore SDN platform to implement attack model
*Try to implement an intrusion detector in virtualization environment
*Learn how to integrate blockchain with federated learning for intrusion detection case
*Continue paper writing
Title 3 (IEEE CST):
*Continue papers review → add the list paper review
*Brainstorming about proposed system than existing papers review
*Continue paper writing
*Continue learn regarding paper review workflow
*Create a body structure of review paper → create a paper outline
*Separate the paper references based on paper outline
*Read the existing review papers with similar topic and decide the contributions
Title 4 (KICS Fall 2022):
*Paper submitted
*Wait the review comments
Title 5 (ICC 2023):
*Continue finishing paper writing
*Continue simulation work and comparison part
Title 6 (ICAIIC 2023):
*Continue paper writing
*Working on simulation part
Title 7 (IEEE Journal):
*Continue implementation system → fixing some issues
*Continue paper writing
*Increase system reliability for HAR model
Manufacturing Execution System (EMS) and HAR for Interactive Avatar in Metaverse
MES project
# Continue improve learning performance (MAE, MSE, RMSE, and MAPE) for prediction cases
# Preparing for project journal writing
# Continue paper writing for KICS Fall 2022 with project members
# Paper review regarding MES
# Find MES public dataset for inventory management cases
# Train using new dataset
HAR for Interactive Avatar in Metaverse Project
# Try to integrate HAR framework with unreal engine metaverse platform
# Testing client-server communication between HAR framework and metaverse platform
# Explore unreal engine to develop a avatar 3D model
# Continue learn regarding blueprint script in unreal engine
# Continue modify the C++ and BluePrint module to integrate with received data
# Continue paper writing
# Weekly meeting with team
MES project
# Discuss with project team regarding new public dataset
# Data preprocessing for new public dataset
# Preparing for project journal writing
# Paper review regarding MES
# Continue find MES public dataset for inventory management cases
# Train using new dataset
# Wait review comments for project KICS Fall 2022 paper
HAR for Interactive Avatar in Metaverse Project
# Try to integrate HAR framework with unreal engine metaverse platform
# Testing client-server communication between HAR framework and metaverse platform
# Continue explore unreal engine to develop a avatar 3D model and implement an AI model
# Continue learn regarding blueprint script in unreal engine
# Continue modify the C++ and BluePrint module to integrate with received data
# Continue retrain HAR model to achieve a reliable model
# Continue learn the tutorial and try it in the system
# Continue paper writing
# Weekly meeting with team
1. Finishing summer intensive paper
2. Finishing paper writing
3. Finishing project tasks based on project time schedule
2022 Goals:
1. Submit at least two SCI or SCIE journals
{IEEE IoT Journal} (Published, August 8th, 2022)
2. Attend one international conference
{ICMIC 2022} (Published)
{APCC 2022} (Published)
{ICTC 2022} (Published)
3. Attend one domestic conference
{2022 KICS Winter Conference} (Published)
{2022 KICS Summer Conference} (Published)
{2022 KICS Fall Conference} (Submitted)