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: Efficient DDoS Detection and Classification in Software-Defined Industrial Network using Deep Learning Approach (Under Review) – Winter Intensive
Submitted: IEEE Internet of Things Journal: Special Issue on IDS for the IoT

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

Title 7: Robust Federated Learning based Intrusion Detection in Industrial IoT Networks
Target: IEEE Journal

Last Week's Progress

Title 2:
*Continue training dataset using federated learning
*Continue paper writing

Title 5:
*Getting feedback from Professor
*Preparing documents for submission
*Submit to IEEE IoT Journal

Title 7:
*Brainstorming about system model
*Continue read some related works
*Learning public dataset for intrusion detection

This Week Todo's

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

Title 5:
*Under review

Title 7:
*Brainstorming about system model
*Continue read some related works
*Learning public dataset for intrusion detection

*Preparing PPT for NSL Seminar

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
# Continue vibration sensor dataset collection with update firmware configuration
# Vibration sensor dataset labeling
# Train vibration dataset using LSTM, BiLSTM, CNN-LSTM and GRU
# Continue make a technical report and manual book with project member
# Write research note for reporting
# Discuss with company guys regarding implement real-time system on Jetson nano environment

This 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
# Report to the company regarding real-time system implementation

Monthly Goals

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

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)