A Concept of IDS for CAN Protocol Based on Statics Theory. - Md Rezanur Islam; Insu Oh; Munkhdelgerekh Batzorig; Seoyeon Kim; Kangbin Yim (BWCCA, 2021)

Wavelet Transform Based PID Sequence Analysis for IDS on CAN Protocol. - Md Rezanur Islam; Insu Oh; Munkhdelgerekh Batzorig; Myoungsu Kim; Kangbin Yim (IMIS, 2022)

Time Series Mean Normalization for Enhanced Feature Extraction in In-Vehicle Network Intrusion Detection System. - Kamronbek Yusupov; Md Rezanur Islam; Insu Oh; Kangbin Yim (BWCCA, 2023)

Enhancing In-Vehicle Network Security Through Bitstream Feature Extraction-Based Intrusion Detection. - Md Rezanur Islam; Insu Oh; Muminov Ibrokhim Botir Ugli; Kangbin Yim (IC3, 2023)

Universal Intrusion Detection System on In-Vehicle Network. - Md Rezanur Islam; Insu Oh; Kangbin Yim (IMIS, 2023)

The Comparison of Machine Learning Methods for Email Spam Detection. - Gwonsik Kang; Kamronbek Yusupov; Md Rezanur Islam; Keunkyoung Kim; Kangbin Yim (IMIS, 2023)

A Lightweight Intrusion Detection System on In-Vehicle Network Using Polynomial Features. - Baatarsuren Sukhbaatar; Md Rezanur Islam; Kamronbek Yuspov; Insu Oh; Kangbin Yim (IMIS, 2023)

Cybersecurity in UAVs: An Intrusion Detection System Using UAVCAN and Deep Reinforcement Learning. - Md Rezanur Islam; Kamronbek Yusupov; Ibrokhim Muminov; Mahdi Sahlabadi; Kangbin Yim (BWCCA, 2024)

Lightweight and Accurate FER for Driver Emotion Analysis: Optimizing ResNet with Patch Extraction and Self-attention Techniques. - Ibrokhim Muminov; Kamronbek Yusupov; Md Rezanur Islam; Mahdi Sahlabadi; Kangbin Yim (BWCCA, 2024)

Comparative Analysis of Machine Learning and Deep Learning Models for Email Spam Classification Using TF-IDF and Word Embedding Techniques. - Kamronbek Yusupov; Md Rezanur Islam; Ibrokhim Muminov; Mahdi Sahlabadi; Kangbin Yim (BWCCA, 2024)

Enhancing Road Safety with In-Vehicle Network Abnormal Driving Behavior Detection. - Md Rezanur Islam; Kamronbek Yusupov; Munkhdelgerekh Batzorig; Insu Oh; Kangbin Yim (IMIS, 2024)

CF-AIDS: Comprehensive Frequency-Agnostic Intrusion Detection System on In-Vehicle Network. - Md Rezanur Islam; Mahdi Sahlabadi; Keunkyoung Kim; Yoonji Kim; Kangbin Yim (IEEE Access, 2024)