Author

Khumukcham Robindro Singh

Observed name: Khumukcham Robindro Singh

Institution: Manipur University

Observed institution: Manipur University

ORCID: 0000-0002-8511-2735

Observed ORCID: 0000-0002-8511-2735

OpenAlex ID: A5035576850

Classification of DDoS attack traffic on SDN network environment using deep learning

2024 · Urikhimbam Boby Clinton, Nazrul Hoque, et al. · Cybersecurity · 57

PDF

ML-Based Intrusion Detection with Feature Analysis on Unbalanced UNSW-NB15 Dataset

2024 · Yambem Ranjan Singh, Chandam Chinglensana Singh, et al. · Lecture notes in electrical engineering · 10

Massive IoT network traffic analysis using ML and DL methods: an empirical evaluation

2025 · Nongthombam Joychandra Singh, Khumukcham Robindro Singh, et al. · The Journal of Supercomputing · 7

FL-MU: A Benchmark Dataset for Federated Intrusion Detection in IoT Networks

2025 · Linthoingambi Takhellambam, Urikhimbam Boby Clinton, et al. · IEEE Access · 5

PConvLSTM: an effective parallel ConvLSTM-based model for short-term electricity load forecasting

2024 · Nilakanta Kshetrimayum, Khumukcham Robindro Singh, et al. · International Journal of Data Science and Analytics · 3

PDF

IoT Network Intrusion Detection Using Federated Learning

2024 · Linthoingambi Takhellambam, Urikhimbam Boby Clinton, et al. · Lecture notes in networks and systems · 3

Recent trends in data privacy and security of IoT networks through federated learning

2026 · Linthoingambi Takhellambam, Urikhimbam Boby Clinton, et al. · Discover Networks · 2

PDF

Emerging Trends and Future Directions in Artificial Intelligence, Machine Learning, and Internet of Things Innovations

2025 · Khumukcham Robindro Singh, Nazrul Hoque, et al. · CRC Press eBooks · 2

An Integrated Machine Learning and Deep Learning Framework for River-Based Flood Early Warning System

2025 · Leishangthem Sashikumar Singh, Ksh. Nilakanta Singh, et al. · IDRiM Journal · 2

PDF

A Comparative Analysis of Deep Neural Network-Based Models for Short-Term Load Forecasting

2023 · Nilakanta Kshetrimayum, Khumukcham Robindro Singh, et al. · Lecture notes in networks and systems · 2

CV-AE: A Hybrid IoT Intrusion Detection System with Feature Extraction Using Autoencoders

2026 · Urikhimbam Boby Clinton, Linthoingambi Takhellambam, et al. · Communications in computer and information science · 1

Botnet Attacks Detection in Internet of Medical Things Network

2026 · Sophiya Kangjam, Nongthombam Joychandra Singh, et al. · ITM Web of Conferences · 1

PDF

EF$$^{2}$$RB: Ensemble of filter feature selection methods with ranker booster for classification of high-dimensional IoT intrusion data

2026 · Chandam Chinglensana Singh, Nazrul Hoque, et al. · Knowledge and Information Systems

PDF

GKB-IWAE: A Weighted Ensemble Imputation Framework with Deep Learning for River Water Level Prediction

2026 · Leishangthem Sashikumar Singh, Nongthombam Joychandra Singh, et al. · Springer Link (Chiba Institute of Technology)

Botnet Attacks Detection in Internet of Medical Things Network

2026 · Sophiya Kangjam, Nongthombam Joychandra Singh, et al. · Springer Link (Chiba Institute of Technology)

PDF

GKB-IWAE: A Weighted Ensemble Imputation Framework with Deep Learning for River Water Level Prediction

2026 · Leishangthem Sashikumar Singh, Nongthombam Joychandra Singh, et al. · ITM Web of Conferences

PDF

An extended SMOTE-based class balancing technique to improve classification accuracy on imbalanced datasets

2025 · P. Sendash Singh, Ksh. Nilakanta Singh, et al. · CRC Press eBooks

In depth comparative analysis of the combine effect of ML models and feature selection methods in crop yield prediction

2025 · Mayanglambam Surchand Singh, Khumukcham Robindro Singh, et al. · CRC Press eBooks

Works count: 20

Citation count: 96

H-index: 4

I10-index: 2