Rupak Sharma

Multiclass Cyber Attack Classification in Smart Home IoT Networks Using Ensemble Machine Learning with the ML-EdgeIIoT Dataset

A machine learning-based intrusion detection framework for multiclass classification of eight categories of IoT network attacks, namely Backdoor, MITM, DDoS, Ransomware, Password Attack, SQL Injection, Prob-attacks, and Normal traffic is designed and evaluated while minimizing false positives and false negatives.