Title 1: Appropriate SVM Kernel Selection for DDoS Attack Detection in SDN-Based VANET
Target: KICS Summer, 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-Tune Ensemble Algorithm
Submitted to ICT Express.
Title 4: RBF-SVM Kernel-Based Model for Detecting DDoS Attacks in SDB-Based VANETs
Submitted to Ad-hoc Networks Journal
Title 5: Digital Twin-Assisted Real-Time Misbehaviour Detection Model for Secured 6G-Enabled Vehicular Communication (Thesis/Summer Intensive)
Target- IET Communication
Title 6: Deep Learning Model for Behavioural Cloning in Self-Driving Cars
Target - ICTC 2022.
Title 7: Real-Time Sensor-Based Human Activity and Breathing Monitoring During Quarantine (IoT Project)
Target: Sensor Journal
Title 8: Comparative Analysis of Deep Learning Object Detection Models for Recognition of Vehicles, Pedestrian and Traffic signs
Target: Transactions on Intelligent Transport Systems.
Title 1: Accepted for KICS Summer, 2022.
Title 2: Under Review
Title 3: Accepted
Title 4: Under Review
Title 5: Brainstorming for outline and structure
Title 6: Complete System Methodology
Title 7 and 8: On Hold
Title 1: To be presented in KICS Summer 2022
Title 2: Minor edits for Resubmission (To Begin implementing Review Comments)
Deadline: 21 days
(i) Further Evaluation using publicly available and alternative dataset
(ii) Enhancing compared ML models
Title 3: In Press, Journal Pre-proof (Available online- 19 June 2022)
Title 4: Under Review
Title 5: Developing outline and structure
Title 6: Compile simulation and system methodology and paper writing
Title 8: On Hold to resolve issues with system design
Human Activity Recognition using Integrated Thermal Array, UWB, Vibration Sensor for Smart Factory Application
(i) Complete and update final report and manual book for company
Title 7: On hold to complete project design, documentation, and certification
(i) Labelling of collected Dataset for final certification and model improvement
(ii) Complete and update final report and manual book for company
Title 8: On hold to complete project design, documentation, and certification
(i) Brainstorm about Ideas for next Journal submission from (Summer Intensive, 2022)
(ii) Study detection issues using verification, authentication measures in securing IoV
(iii) Study about reliability requirement for Vehicular systems and network for Thesis (In Progress)
(iv) Learn about working with images using TensorFlow
(v) Complete and submit paper for KICS and ICTC (KICS submitted and accepted)
(v) Begin Thesis Writing
(vii) Complete Autonomous driving car using Deep learning course
1. Attend at least two Domestic Conferences (One Attended- KICS Winter, 2022)
2. Attend at least two International Conference (One Attended and Published - ICAIIC, 2022)
3. Submit three International Journals (Two Submitted- Ad-hoc Networks and IEEE Access Submitted)
4. Published in 2 SCI Journals (One Accepted- ICT Express)
2021 Goals Achieved
1. ETFA 2021
2. ICTC 2021
3. KICS Summer and Fall 2021
2022 Goals Achieved
1. ICT Express Published
2. ICAIIC 2022
3. KICS Winter, Summer 2022