Title 1: Basic Safety Messages Authentication System for Connected Vehicles using a Novel Hyper-Tuned Ensemble Algorithm (ICT Express)
Title 2: Optimization of RBF-SVM Kernel using Grid Search Algorithm for Detecting DDoS Attack in SDN-Based VANET (IEEE IoT Journal)
Title 3: Misbehavior Detection in Connected Vehicles using BurST-ADMA Dataset- Submitted to ICTC 2022
Title 4: Falsification Detection System (FDS) in IoV using Randomized Parameter Optimization Ensemble Algorithm- Submitted to IEEE ITS
Title 5: Real Time Misbehavior Detection Model for a Secured Digital Twin-Based Vehicular Networks (Thesis)
Target- IET Communication
Title 6: State-of-the-Art Object Detectors for Vehicle, Pedestrian, and Traffic Sign Detection for Smart Parking Systems (with Judith, Saviour, and Cosmas)
Target: ICTC 2022
Title 7: A Real-Time Multi Sensor-based Emergency System in Smart Space Using Integrated DNN (With Zai and Adinda- IoT Project)
Target: IEEE Sensor Journal
Title 8: Federated Learning-based Privacy-Preserving Activity Recognition Using Infrared Thermal Sensor in Edge Computing Environment (With Zai and Adinda- IoT Project)
Target: ICT Express
Title 1: Corrected Proof still In Press- Available online since- 19 June 2022
Title 2: After Revision- Resubmission for under Review
Title 3: Submitted to ICTC
Title 4: In revision (on Hold)- Deadline- October 2022
Title 5: Extensive Paper Survey
(i) Simulate a vehicular scenario using SUMO and NS2
(ii) Design and model misbehavior evaluation metrics and objectives based on security and safety risk assessment.
Title 6: Submitted to ICTC
Title 7 & 8: On Hold
Title 1: Still waiting for final Publication
Title 2: (i) Accepted in IoT journal
(ii) Status: In Initial production stage with IEEE publishing operations and awaiting final publication
Title 3 & 6: Accepted for ICTC 2022.
Title 4: In revision- Deadline- October 2022
(i) Further Evaluation using publicly available and alternative dataset
(ii) Enhancing compared ML models
(iii) To improve paper quality to meet reviewers and IEEE ITS standard
Title 5:
(i) Study detection issues using verification and authentication measures in securing IoV
(ii) Simulate a misbehaviour in vehicular scenario using SUMO and NS2
(iii) Design and model misbehavior evaluation metrics and objectives based on security and safety risk assessment.
(iv) Tackle bug in code
Title 7 & 8: On Hold
Manufacturing Execution System
- Continue with literature survey
- Review Background study on Ai Models on inventory management
- Find other AI applications apart from detecting anomaly for Manufacturing Execution System domain
- Continue with literature survey
- Review Background study on Ai Models on inventory management
- Find other AI applications apart from detecting anomaly for Manufacturing Execution System domain
(i) Begin Thesis Writing by combining and updating results from all journal submission and summer Intensive, 2022
(ii) Learn about 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) Continue working with C++ for SUMO implementation and modelling of VANET scenarios (In Progress)
1. Attend at least two Domestic Conferences (Done- KICS Winter and Summer, 2022)
2. Attend at least two International Conference (One Attended and Published - ICAIIC, 2022)
3. Submit Five International Journals (100%: IEEE IoT, ICT Express, Adhoc, IEEE Access, IEEE ITS)
4. Published in at least 2 SCI Journals (100%- IEEE IoT and ICT Express Accepted- Waiting for Final Publication)
2021 Goals Achieved
1. ETFA 2021
2. ICTC 2021
3. KICS Summer and Fall 2021
2022 Goals Achieved
1. IEEE IoT Accepted (Early Access)
2. ICT Express Accepted (Waiting for Final Publication)
3. ICAIIC 2022
4. KICS Winter, Summer 2022