Title 1: Thermal Array Sensor Resolution-Aware Activity Recognition using Convolutional Neural Network Presented in ICOIN 2022
Title 2: Ensemble Random Forest-based Basic Safety Messages Falsification Detection in Internet of Vehicles.
Target: IEEE Access
Title 3: Basic Safety Messages Authentication System for Connected Vehicles using a Novel Hyper-Tuned Ensemble Algorithm (ICT Express)
Title 4: RBF-SVM Kernel-Based Model for Detecting DDoS Attacks in VANETs- Submitted to Adhoc Networks Journal
Title 5: Intrusion Detection System Using Machine Learning for IN-Vehicular Networks and External Vehicular Networks
Target- Journey toward Thesis
Title 6: Anomaly Detection and Traffic Estimation based on Spatio-Temporal Features of VANET Network Traffic (tentative)
Target ICTC 2022)
Title 7: Real-Time Sensor-Based Human Activity and Breathing Monitoring During Quarantine (IoT Project)
Target: Sensor Journal
Title 8: Appropriate SVM Kernel Selection for DDoS Attack Detection in SDN-Based VANET (Submitted to KICS Summer, 2022)
Title 9: Comparative Analysis of Deep Learning Object Detection Models for Recognition of Vehicles, Pedestrian and Traffic signs
Target: Transactions on Intelligent Transport Systems
Title 1: Presented in ICOIN 2022
Titlw 2: Revised Version from IEEE Transaction on Vehicular Technology Submitted to IEEE Access (under Review)
Title 3: ICT Express- Major Revision (In Revision- Deadline for Re-submission, May 27)
Title 4: Submitted to Ad-Hoc Networks- Awaiting reviewer's comment
Title 5 and 6: Brainstorming for paper Ideas
(i) Continuing learning about VANET Simulation to develop simulation scenario for DDoS attack representations
(ii) Fix issues with simulation in OMNET
Paper Review: Verification and Authentication Schemes for securing IoV
(i) Application of Explainable ML for Real-Time Safety Analysis toward a Connected Vehicle Environment
(ii) Efficient Cryptographic Hardware for Safety Message Verification in Internet Connected Vehicles
Title 8: Submitted to KICS Summer
Title 9: On Hold
Title 1: Presented in ICOIN 2022
Title 2: Under Review
Title 3: Revision Completed and Submitted
Title 4: Under Review
Title 5: Brainstorming for outline and structure
Title 6: Complete System Methodology
Title 8: Submitted for KICS Summer, 2022
Title 9: On Hold
Human Activity Recognition using Integrated Thermal Array, UWB, Vibration Sensor for Smart Factory Application
Title7: (i) Dataset set labelling and integration according to distributed time frames
(ii) Project Meeting to brainstorm on ideas for fixing overfitting problems with deep learning models used
(iii) Complete and update final report and manual book for company
(i) Conduct Dataset collection with sensor range and coverage of 110 degree and target range of 3X6meteres.
(ii) Meeting with Prof. Lee regarding preparation for project certification, implementation and documentation.
(iii) Dataset set labelling to fix overfitting problems
(i) Brainstorm about Ideas for next Journal submission
(ii) Study detection issues using verification and authentication measures in securing IoV
(iii) Study about reliability requirement for Vehicular systems and network for Thesis (In Progress)
(iv) Create a simulated VANET environment using SUMO, OMNET and OpenStreetMap (VANET Simulation)
(v) Learn about working with images using TensorFlow
(vi) Complete and submit paper for KICSand ICTC (KICS Submitted)
(v) Develop Thesis Writing Structure and Outline
1. Attending at least two Domestic Conferences (One Attended)
2. Attend at least two International Conference (One attended)
3. Submit three International Journals (Two Submitted)