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: Privacy-Enhanced for Federated Intrusion Detection in Blockchain-based 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: Efficient Privacy-Preserving Federated Intrusion Classification in CPS-Enabled Maritime Transportation System (Under Review)
Target: ICC 2023
Title 5: Deep Learning-Assisted Human Activity Recognition for Interactive Avatar in Metaverse (Processing) – (Project Paper)
Target: IEEE Journal
Title 1 (IEEE TNSM):
*Submitted
*Waiting review comments
Title 2 (IEEE TII):
*Continue read paper review regarding blockchain-based intrusion detection
*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
*Continue read the existing review papers with similar topic and decide the paper’s contributions
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 paper writing
*Increase system reliability for HAR model
*Comparing with existing model
Title 1 (IEEE TNSM):
*Submitted
*Waiting review comments
Title 2 (IEEE TII):
*Continue read paper review regarding blockchain-based intrusion detection
*Learn how to integrate blockchain with federated learning for intrusion detection case
*Starting develop proposed model and working on simulation
*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
*Continue read the existing review papers with similar topic and decide the paper’s contributions
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 (websocket) between HAR framework and metaverse platform for multi-user cases
*Continue paper writing
*Increase system reliability for HAR model → federated learning scenario
*Comparing with existing model
Manufacturing Execution System (EMS) and HAR for Interactive Avatar in Metaverse
MES project
# Continue discuss with project members regarding new public dataset → fixing the target dataset for project paper journal writing
# Continue data preprocessing for new public dataset and decide the proposed model
# Paper review regarding MES
# Continue find MES public dataset for inventory management cases (in raw data features)
# Train using new dataset → Multi-Stacked LSTM, GRU, Bi-LSTM
HAR for Interactive Avatar in Metaverse Project
# Continue try to integrate HAR framework with unreal engine metaverse platform
# Continue explore unreal engine to develop a avatar 3D model, integrate with 3D avatar animation 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 → create a avatar movement animation
# Continue retrain HAR model to achieve a reliable model
# Continue paper writing
# Weekly meeting with team
MES project
# Continue discuss with project members regarding new public dataset → fixing the target dataset for project paper journal writing
# Continue data preprocessing for new public dataset and decide the proposed model → public amazon dataset
# Paper review regarding MES
# Continue find MES public dataset for inventory management cases (in raw data features)
# Train using new dataset → Multi-Stacked LSTM, GRU, Bi-LSTM
HAR for Interactive Avatar in Metaverse Project
# Continue try to integrate HAR framework with unreal engine metaverse platform → fixing the python-based websocket program for multi-users scenario
# Continue explore unreal engine to develop a avatar 3D model, integrate with 3D avatar animation 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 → create a avatar movement animation
# Continue retrain HAR model to achieve a reliable model
# Continue paper writing
# Weekly meeting with team
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
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)
2. Attend one international conference
{ICMIC 2022} (Published)
{APCC 2022} (Published)
{ICTC 2022} (Published)
{ICC 2023} (Submitted)
3. Attend one domestic conference
{2022 KICS Winter Conference} (Published)
{2022 KICS Summer Conference} (Published)
{2022 KICS Fall Conference} (Published)