Papers

Ahmad Zainudin

Title 2: An Intelligent Edge for Real-Time Sensor-Based Human Activity and Breathing Monitoring During Quarantine) (Processing)
(IoT Project)

Title 4: Low-Complexity CNN-based Activity Recognition using Infrared Thermal Sensor in Edge Computing Environment(Processing)
(IoT Project)

Title 5: An Efficient Hybrid-DNN for DDoS Detection and Classification in Software-Defined IIoT Networks (Under Review) – Winter Intensive
Submitted: IEEE Internet of Things Journal

Title 6: A Lightweight Deep Learning-based Anomaly Detection and Classification in Software-Defined Industrial Network (Accepted) – KICS Winter

Title 7: Towards Low-Complexity CNN for DDoS Classification in Software-Defined IIoT Networks (Processing)
Target: IEEE Journal

Title 8: Robust Federated Learning based Network Intrusion Detection in Industrial IoT Networks (Processing)
Target: IEEE Journal

Title 9: Federated Learning-Based Network Intrusion Detection: A Secure Communication Technique Survey(Processing)
Target: IEEE Journal

Last Week's Progress

Title 1:
*Make a multimodal deep learning model and evaluate

Title 2:
*Continue training dataset using federated learning to get improved result
*Continue paper writing

Title 5:
*Under review
*Check periodically

Title 8:
*Brainstorming about system model
*Continue read some related works
*Learning public dataset for intrusion detection

Title 9:
*Read some related works
*Start write a review paper

This Week Todo's

Title 1:
*Conduct integrated sensor dataset collection and labeling
*Make a multimodal deep learning model and evaluate

Title 2:
*Continue paper writing for updated version

Title 5:
*Under review
*Check periodically

Title 7:
*Develop and simulate a low-complexity model
*Continue paper writing

Title 8:
*Brainstorming about system model
*Continue read some related works
*Learning public dataset for intrusion detection

Title 9:
*Read some related works
*Start write a review paper

Project Progress

Human Activity Recognition using Integrated Thermal Array, UWB, Vibration sensor for Smart Home Application

Last Week's Project

# Continue paper writing with project members
# Train vibration dataset to get improved result
# Continue make a technical report and manual book with project member
# Write research note for reporting
# Train integrated dataset with improved model
# Summary training result of integrated dataset for reporting to the company
# Design a multimodal deep learning model for integrated dataset
# Implement deep learning model for real time system with multi input sensor data using parallel processing
# Conduct integrated sensor dataset collection with new scenario
# Discuss with company regarding deep learning part in the system model

This Week's Project

# Continue paper writing with project members
# Continue make a technical report and manual book with project member
# Write research note for reporting
# Labeling new integrated sensor dataset
# Discuss with members regarding develop a multimodal deep learning model for new scenario dataset
# Train integrated dataset with improved model
# Implement deep learning model for real time system with multi input sensor data using parallel processing

Monthly Goals

1. Finishing paper project
2. Preparing international conference paper and IEEE Journal paper
3. Finishing IoT project works

Annual Goals

1. Submit at least two SCI or SCIE journals
{IEEE IoT Journal}(Under Review)

2. Attend one international conference

3. Attend one domestic conference
{2022 KICS Winter Conference} (Accepted)