Papers

Paper 1: Evaluation of Machine Learning Algorithms for Intrusion Detection in Internet of Vehicles
Target: KICS SUMMER 2024 - ACCEPTED
Paper 2: Blockchain-Enhanced Feature Engineered Data Falsification Detection in 6G IoV Networks
Target: IEEE IoT Special Issue on Security and Privacy of Intelligent Vehicles
Paper 3: Resource-Aware Adaptive Federated Learning for Enhanced DDoS Detection in Vehicular Ad Hoc Networks (ICTC 2024)
Paper 4: Explainability AI for Intrusion Detection in Internet of Vehicles (Tentative)
Paper 5: Homomorphic Encryption in Federated Learning for IoV

Last Week's Progress

Paper 2: Submitted for review
Paper 3: Submitted for review
Paper 4: XAI in IoV literature review
Studying different XAI techniques
Additional model training and applying XAI
Paper 5: Literature study on the implementation of homomorphic encryption in the Internet of Vehicles

This Week Todo's

Paper 4: Continue model training and optimization, applying XAI using SHAP and LIME for different IoV datasets
Continue paper writing
Paper 5: Continue literature study on the implementation of homomorphic encryption in the Internet of Vehicles

Project Progress

PurePet: Web application UI design
Poind: Data augmentation for steel image dataset.

Last Week's Project

PurePet: User, vet, admin additional page design
Poind: Image data labeling

This Week's Project

PurePet: Aligning web application development with mobile app
Poind: Study stable diffusion

Monthly Goals

1. Study homomorphic encryption
2. Study honeypot implementation in IoV
3. Finalize web application design
4. Study diffusion techniques for data augmentation

Annual Goals

1. Submit at least 2 journals.
2. Submit and attend at least one NSL approved domestic conference. (Achieved – KICS SUMMER 2024)
3. Submit and attend one NSL approved international conference.