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 (Accepted)
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):
*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
Title 1 (IEEE TNSM):
*Finalization paper writing before submission
*Document preparation for submission requirement
*Submit the paper
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 and generating a dataset
*Continue 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 → continue create a paper outline
*Separate the paper references based on paper outline → consider applying a reference tools (Mendelay, Zetero)
*Read the existing review papers with similar topic and decide the paper’s contributions
Title 4 (KICS Fall 2022):
*Accepted
*Preparing camera ready manuscript
Title 5 (ICC 2023):
*Continue finishing paper writing
*Paper submission
Title 6 (ICAIIC 2023):
*Continue paper writing
*Working on simulation part
Title 7 (IEEE Journal):
*Continue implementation system → fixing some issues in metaverse platform
*Continue integrate HAR model with metaverse platform
*Continue paper writing
*Increase system reliability for HAR model
Manufacturing Execution System (EMS) and HAR for Interactive Avatar in Metaverse
MES project
# Discuss with project members 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
MES project
# Discuss with project members regarding new public dataset → fixing the target dataset for project paper journal writing
# Data preprocessing for new public dataset
# Preparing for project journal writing → fixing the target journal
# Paper review regarding MES
# Continue find MES public dataset for inventory management cases
# Train using new dataset → LSTM, GRU, Bi-LSTM
# Preparing camera ready manuscript for project KICS Fall 2022 paper
HAR for Interactive Avatar in Metaverse Project
# Continue try to integrate HAR framework with unreal engine metaverse platform
# Testing client-server communication between HAR framework and metaverse platform → Checking in C++ and blueprint parts
# Continue explore unreal engine to develop a avatar 3D model and implement an AI model → based on the tutorials
# Continue learn regarding blueprint script in unreal engine
# Continue modify the C++ and BluePrint module to integrate with received data → create a avatar movement animation
# 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 for international and domestic conferences, and international journal
3. Finishing project tasks based on project time schedule
4. Finishing project paper writing
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} (Accepted)