Papers

Paper 1: Evaluation of Machine Learning Algorithms for Intrusion Detection in Internet of Vehicles
Target: KICS SUMMER 2024 – Accepted and Presented
Paper 2: Blockchain-Enhanced Feature-Engineered Data Falsification Detection in 6G IoV Networks
Target: IEEE IoT - Under Review
Paper 3: Resource-Aware Adaptive Federated Learning for Enhanced DDoS Detection in Vehicular Ad Hoc Networks
Target: ICTC 2024 - Accepted and Presented
Paper 4: Paper 4: Homomorphic Encryption for Privacy-Preserving Misbehavior Detection in Distributed Vehicular Networks
Target: ICAIIC 2025 - Submitted
Paper 5: Blockchain-Enhanced Intrusion Detection System for Distributed Vehicular Networks Target: KICS FALL - Accepted
Paper 6: Few-Shot Synthetic Data Augmentation for Enhanced Steel Surface Defect Detection (From Poind Project – Co-working with Adnan) - Completed
Target: JCN
Paper 7: Blockchain-Assisted Privacy-Preserving Misbehavior Detection with Homomorphic Encryption in VANETs (Tentative)

Last Week's Progress

Paper 7: Started blockchain integration
Continued paper writing

This Week Todo's

Paper 7: Continue Blockchain integration
Continue Paper writing

Project Progress

Poind: Data augmentation for steel image dataset.

Last Week's Project

Poind: Implemented latent diffusion model for few-shot defect image generation

This Week's Project

Poind: Continue working on the LDM and implement with the company dataset

Monthly Goals

1. Complete and submit paper 7
2. Learn about blockchain-integrated privacy-preserving techniques in IoT
3. Complete image generation for the poind project

Annual Goals

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