Title 1: Secured Framework for Safety Messages Verification in Vehicular Networks Using Machine Learning.
Title 2: Basic Safety Messages Authentication System for Connected Vehicles using a Novel Hyper-Tuned Ensemble Algorithm (ICT Express)
Title 3: RBF-SVM Kernel-Based Model for Detecting DDoS Attacks in VANETs (Ad-Hoc Network)
Title 4: Intrusion Detection System Using Machine Learning for IN-Vehicular Networks Based on Automotive Ethernet Communication (Journey toward Thesis)
Title 5: Anomaly Detection and Traffic Estimation based on Spatio-Temporal Features of VANET Network Traffic (tentative, Target ICTC 2022)
Title 6: Real-Time Sensor-Based Human Activity and Breathing Monitoring During Quarantine (IoT Project)
Title 1: Rejected by TVT
(i) Revised and Submitted to T-ITS (New Title- Falsification Detection in Internet of Vehicles using Randomized Parameter Optimization Ensemble Algorithm)
Status: Awaiting Associate Editor Assignment
Title 2 and 3: Awaiting reviewer's comment
Title 4: Develop deep learning model for IN-vehicle Intrusion with automotive ethernet dataset
Title 5: Paused to learn more about VANET simulation scenarios
Title 1: Awaiting Reviewer's Assignment
Title 2 and 3: Awaiting reviewer's comment
Title 4 and 5:
(i) Continuing learning about VANET Simulation to develop simulation scenario for DDoS attack representations
(i) Fix issues with simulation in OMNET
(iii) Brainstorming on Paper Idea
Paper Review: Verification and Authentication Schemes for securing IoV
(i) A Comprehensive Review of Authentication Schemes in Vehicular Ad-Hoc Network
(ii) An Efficient V2I Authentication Scheme for VANETs
(iii) A survey on authentication schemes in VANETs for secured communication
(iv) Intelligent Vehicular Networks and Communications (Fundamentals, Architectures and Solutions)
Human Activity Recognition using Integrated Thermal Array, UWB, Vibration Sensor for Smart Factory Application
(i) Title 6: Continue Literature Survey and writing Introduction and Related Works section
(ii) Integrated Human Activity Dataset collection (Thermal, UWB and Vibration)
(i) Title 6: Continue Literature Survey and writing Introduction and Related Works section
(ii) Dataset set labelling according to distributed time frames
(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
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)