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 (Processing) – Winter Intensive
Target: 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
Title 2:
*Continue training dataset using federated learning
*Continue paper writing
Title 5:
*Finishing winter intensive workshop material
*Getting feedback from Professor
Title 7:
*Brainstorming about system model
*Continue read some related works
Title 2:
*Continue training dataset using federated learning
*Continue paper writing
Title 5:
*Getting feedback from Professor
*Preparing documents for submission
Title 7:
*Brainstorming about system model
*Continue read some related works
*Learning public dataset for intrusion detection
Human Activity Recognition using Integrated Thermal Array, UWB, Vibration sensor for Smart Home Application
# Continue paper writing with project members
# Continue training using federated learning for thermal-uwb integration dataset
# Continue labeling thermal-UWB-vibration sensors integration dataset
# Vibration sensor dataset collection with update firmware configuration
# Continue make a technical report and manual book with project member
# Meeting with company regarding vibration sensor and discuss project status
# Write research note for reporting
# Continue paper writing with project members
# Continue vibration sensor dataset collection with update firmware configuration
# Vibration sensor dataset labeling
# Continue make a technical report and manual book with project member
# Write research note for reporting
1. Submit winter intensive paper
2. Finishing paper project
1. Submit at least two SCI or SCIE journals
2. Attend one international conference
3. Attend one domestic conference
{2022 KICS Winter Conference} (Accepted)