Report

Zaiahmad

February 27, 2023 - March 5, 2023

Papers

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: Blockchain-Empowered Distributed Aggregation for Secure and Efficient Federated Transfer Learning Intrusion Classification in 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: Blockchain-based Decentralized Trust Aggregation for Federated Cyber-Attacks Classification in SDN-Enabled Maritime Transportation Systems (Under Review)
Target: ICC Workshop 2023

Title 5: Blockchain-Enabled Federated 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

70% Progress
Last Week's Progress

Title 1 (IEEE TNSM):
*Submitted
*Waiting review comments

Title 2 (IEEE IoT):
*Comparing public blockchain network performance
*Continue implement secure model exchange scenario and evaluate its performance
*Conduct performance evaluation and system comparison with different dataset
*Continue paper writing

Title 3 (IEEE CST):
*Continue read the paper and make detailed paper outline

Title 4 (ICC Workshop 2023):
*Submitted
*Waiting review comments

Title 5 (IEEE Journal):
*Preprocessing and training new dataset
*Increase system reliability for HAR model → federated learning scenario
*Consider new dataset → working on simulation using new dataset
*Comparing with existing model → working on simulation using existing model approach
*Implement blockchain-based decentraluzed aggregation
*Continue paper writing

This Week Todo's

Title 1 (IEEE TNSM):
*Submitted
*Waiting review comments

Title 2 (IEEE IoT):
*Comparing public blockchain network performance
*Continue implement secure model exchange scenario and evaluate its performance
*Conduct performance evaluation and system comparison with different dataset
*Submited to the commitee

Title 3 (IEEE CST):
*Continue read the paper and make detailed paper outline

Title 4 (ICC Workshop 2023):
*Submitted
*Waiting review comments

Title 5 (IEEE Journal):
*Comparing with existing model → working on simulation using existing model approach
*Continue paper writing

Project Progress

Manufacturing Execution System (EMS) and HAR for Interactive Avatar in Metaverse

40% Progress
Last Week's Project

MES Project
# Continue paper review for 2nd phase project topic (Routing Optimization) → Meta-Heuristic approach
# Continue summarize the paper review based on the format

HAR for Interactive Avatar in Metaverse Project
# Design interactive avatar framework
# Finishing the mediapipe-UE plugin building issue
# Try to integrate mediapipe and UE project using the plugin
# Try create a human pose estimation using mediapipe and UE plugin
# Weekly meeting with team
# Continue paper writing

This Week's Project

MES Project
# Continue paper review for 2nd phase project topic (Routing Optimization) → Meta-Heuristic approach
# Continue summarize the paper review based on the format
# Learn the received company dataset

HAR for Interactive Avatar in Metaverse Project
# Design interactive avatar framework
# Try to integrate mediapipe and UE project using the plugin for human pose estimation
# Try create a human pose estimation using mediapipe and UE plugin
# Weekly meeting with team and Professors
# Continue paper writing

Monthly Goals

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. Finishing winter intensive paper

Annual Goals

2023 Goals:
1. Submit at least two SCI or SCIE journals
{IEEE Transaction on Network and Service Management}(Submitted, November 4th, 2022)(Under Review)

2. Attend one international conference
{ICC 2023} (Under Review)

3. Attend one domestic conference