Ahmad Zainudin
Title 1: An Intelligent Edge for Real-Time Sensor-Based Human Activity and Breathing Monitoring Using Multimodal DNN Approach (Processing)
(IoT Project)
Title 2: Low-Complexity CNN-based Activity Recognition using Infrared Thermal Sensor in Edge Computing Environment(Processing)
(IoT Project)
Title 3: 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 4: Towards Low-Complexity CNN for DDoS Classification in Software-Defined IIoT Networks (Processing)
Target: IEEE Journal
Title 5: Robust Federated Learning based Network Intrusion Detection in Industrial IoT Networks (Processing)
Target: IEEE Journal
Title 6: Federated Learning-Based Network Intrusion Detection: A Secure Communication Technique Survey(Processing)
Target: IEEE Journal
Title 7: Federated Learning Based DDoS Classification for Software-Defined Industrial IoT Networks(Processing)
Target: KICS Summer 2022
Title 8: FedDDoS: A Federated Learning with Secure Aggregation Scheme for DDoS Classification in SDN-based IIoT Networks(Processing)
Target: ICTC 2022
Title 1:
*Continue integrated sensor dataset labeling
*Make a multimodal deep learning model and evaluate
Title 2:
*Continue paper writing for updated version
Title 3:
*Under review
*Check periodically
Title 4:
*Training a low-complexity model
*Continue paper writing
Title 5:
*Brainstorming about system model
*Continue read some related works
*Learning public dataset for intrusion detection
Title 6:
*Read some related works
*Start write a review paper
Title 1:
*Continue integrated sensor dataset labeling
*Make a multimodal deep learning model and evaluate the performance
*Write introduction and related works
Title 2:
*Continue paper writing for updated version
*Update introduction, related works, and system model
Title 3:
*Under review
*Check periodically
Title 4:
*Training a low-complexity model
*Continue paper writing (Introduction, related works and proposed model)
Title 5:
*Brainstorming about system model
*Continue read some related works
*Learning public dataset for intrusion detection
Title 6:
*Read some related works
*Start write a review paper
Title 7:
*Working on simulation model
*Starting introduction and related works
Title 8:
*Working on simulation works
*Survey related works
Human Activity Recognition using Integrated Thermal Array, UWB, Vibration sensor for Smart Home Application
# Continue paper writing with project members
# Continue make a technical report and manual book with project member
# Write research note for reporting
# Continue 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
# Preparing for Implementation a deep learning model for real time system with multi input sensor data using parallel processing
# Continue paper writing with project members
# Continue make a technical report and manual book with project member to the company
# Write research note for reporting
# Continue combining labeling new integrated sensor dataset
# Train integrated dataset with improved model and implement on the jetson nano for real-time system scenario
# Preparing PPT and final report for meeting with company
1 Finishing paper project
2. Preparing domestic (KICS Summer) and international conference (ICTC) paper and IEEE Journal paper
3. Finishing IoT project works
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)