Ahmad Zainudin
Title 1: FedDDoS: An Efficient Federated Learning-based DDoS Attacks Classification in SDN-Enabled IIoT Networks (Accepted)
Target: ICTC 2022
Title 2: Collaborative Learning for Cyber-Attack Detection in Maritime Transportation Systems (Accepted)
Target: ICMIC 2022
Title 3:Towards Lightweight Intrusion Identification in SDN-based Industrial Cyber-Physical Systems (Accepted)
Target: APCC 2022
Title 4: Privacy-Enhanced for Federated Learning-Based Intrusion Detection in Digital Twin-Enabled Industrial Cyber-Physical Systems (Processing)
Target: IEEE Transactions on Industrial Informatics
Title 5: Towards Low-Complexity Federated Learning-based Intrusion Detection and Classification in SDN-Enabled IIoT Networks (Processing)
Target: IEEE Journal
Title 6: Intrusion Detection Systems for Digital Twin-Enabled Industrial IoT Networks: A Comprehensive Technical Survey (Processing)
Target: IEEE Journal
Title 1:
*Accepted
*Preparing a presentation file
Title 2:
*Accepted
*Preparing a presentation file
Title 3:
*Accepted
*Preparing a presentation file
Title 4:
*Continue read paper review regarding network virtualization in digital twin
*Conduct a digital twin environment using SDN platform
*Continue paper writing
Title 5:
*Fixing the internal review comments
*Finishing some simulation works to add performance evaluation part
Title 6:
*Continue papers review
*Brainstorming about proposed system than existing papers review
*Continue paper writing
*Continue learn regarding paper review workflow
Title 1:
*Accepted
*Preparing a presentation file
Title 2:
*Accepted
*Continue preparing a presentation file
Title 3:
*Accepted
*Continue preparing a presentation file
Title 4:
*Continue read paper review regarding network virtualization in digital twin
*Conduct a digital twin environment using SDN platform
*Explore SDN platform to implement attack model
*Continue paper writing
Title 5:
*Fixing the internal review comments
*Continue finishing some simulation works to add performance evaluation part
Title 6:
*Continue papers review
*Brainstorming about proposed system than existing papers review
*Continue paper writing
*Continue learn regarding paper review workflow
Manufacturing Execution System (EMS) and HAR for Interactive Avatar in Metaverse
MES project
# Data preprocessing
# Train a public dataset for prediction scenario using ML and RNN
# Train dataset using multi-stack LSTM, Bi-LSTM and GRU
# Improve learning performance (MAE, MSE, RMSE, and MAPE) for prediction cases
HAR for Interactive Avatar in Metaverse Project
# Finishing project proposal writing and update the proposal based on Professor’s comments
# Try to integrate HAR framework with unreal engine metaverse platform
MES project
# Continue improve learning performance (MAE, MSE, RMSE, and MAPE) for prediction cases
# Preparing for project journal writing
HAR for Interactive Avatar in Metaverse Project
# Submit project proposal to Professor
# Try to integrate HAR framework with unreal engine metaverse platform
# Testing client-server communication between HAR framework and metaverse platform
# Continue paper writing
1. Finishing summer intensive paper
2. Finishing 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} (Accepted)
{APCC 2022} (Accepted)
{ICTC 2022} (Accepted)
3. Attend one domestic conference
{2022 KICS Winter Conference} (Published)
{2022 KICS Summer Conference} (Published)