Nazrul Hoque

25 papers Misc 1Journal 18Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Securing IoT: Unveiling Attacks With Multiview-Multitask Learning.
IEEE Trans. Artif. Intell.
Urkhimbam Boby Clinton, Nazrul Hoque, Shahid Raza, Monowar Bhuyan
2025 J jnl
FL-MU: A Benchmark Dataset for Federated Intrusion Detection in IoT Networks.
IEEE Access
Linthoingambi Takhellambam, Urikhimbam Boby Clinton, Nazrul Hoque, Khumukcham Robindro Singh, Monowar Bhuyan
2025 J jnl
Massive IoT network traffic analysis using ML and DL methods: an empirical evaluation.
J. Supercomput.
Nongthombam Joychandra Singh, Khumukcham Robindro Singh, Nazrul Hoque, Dhruba K. Bhattacharyya
2025 J jnl
PConvLSTM: an effective parallel ConvLSTM-based model for short-term electricity load forecasting.
Int. J. Data Sci. Anal.
Ksh. Nilakanta Singh, Khumukcham Robindro Singh, Nazrul Hoque
2024 J jnl
Botnet-based IoT network traffic analysis using deep learning.
Secur. Priv.
Nongthombam Joychandra Singh, Nazrul Hoque, Khumukcham Robindro Singh, Dhruba K. Bhattacharyya
2024 — conf
CV-AE: A Hybrid IoT Intrusion Detection System with Feature Extraction Using Autoencoders.
MIND (2)
Urikhimbam Boby Clinton, Linthoingambi Takhellambam, Yambem Ranjan Singh, Chinglensana Chandam, Salam Vivek, Khumukcham Robindro Singh, Nazrul Hoque
2024 J jnl
Classification of DDoS attack traffic on SDN network environment using deep learning.
Cybersecur.
Urikhimbam Boby Clinton, Nazrul Hoque, Khumukcham Robindro Singh
2024 J jnl
MU-IoT: A New IoT Intrusion Dataset for Network and Application Layer Attacks Analysis.
IEEE Access
Urikhimbam Boby Clinton, Nazrul Hoque
2024 — conf
Significance of Feature Selection on IoT-based Botnet Attacks Identification Using Machine Learning.
ICCCNT
Nongthombam Joychandra Singh, Nazrul Hoque, Khumukcham Robindro Singh, D. K. Bhattacharyya
2023 — conf
Botnet-based IoT Network Attacks Identification using LSTM.
ICCCNT
Urikhimbam Boby Clinton, Nazrul Hoque, Khumukcham Robindro Singh
2023 — conf
Enhanced Recommender Systems with the Removal of Fake User Profiles.
ICMLDE
Jagjeet Suryawanshi, Saifulla Md. Abdul, Rajendra Prasad Lal, Amarajyothi Aramanda, Nazrul Hoque, Nooraini Yusoff
2022 J jnl
An efficient EEG signal classification technique for Brain-Computer Interface using hybrid Deep Learning.
Biomed. Signal Process. Control.
Kishore Medhi, Nazrul Hoque, Sushanta Kabir Dutta, Md. Iftekhar Hussain
2022 J jnl
PKNN-MIFS: A Parallel KNN Classifier over an Optimal Subset of Features.
Intell. Syst. Appl.
Shashank Shekhar, Nazrul Hoque, Dhruba K. Bhattacharyya
2017 J jnl
An Unsupervised Method for Detection of XSS Attack.
Int. J. Netw. Secur.
Swaswati Goswami, Nazrul Hoque, Dhruba K. Bhattacharyya, Jugal Kalita
2017 J jnl
DDoS Attack Detection Using Unique Source IP Deviation.
Int. J. Netw. Secur.
Ram Charan Baishya, Nazrul Hoque, Dhruba Kumar Bhattacharyya
2017 J jnl
Real-time DDoS attack detection using FPGA.
Comput. Commun.
Nazrul Hoque, Hirak J. Kashyap, D. K. Bhattacharyya
2016 Misc conf
A novel measure for low-rate and high-rate DDoS attack detection using multivariate data analysis.
COMSNETS
Nazrul Hoque, Dhruba K. Bhattacharyya, Jugal K. Kalita
2016 J jnl
Big data analytics in bioinformatics: architectures, techniques, tools and issues.
Netw. Model. Anal. Health Informatics Bioinform.
Hirak J. Kashyap, Hasin Afzal Ahmed, Nazrul Hoque, Swarup Roy, Dhruba Kumar Bhattacharyya
2016 — conf
Denial of Service Attack Detection using Multivariate Correlation Analysis.
ICTCS
Nazrul Hoque, D. K. Bhattacharyya, Jugal K. Kalita
2016 J jnl
FFSc: a novel measure for low-rate and high-rate DDoS attack detection using multivariate data analysis.
Secur. Commun. Networks
Nazrul Hoque, Dhruba K. Bhattacharyya, Jugal K. Kalita
2015 J jnl
Big Data Analytics in Bioinformatics: A Machine Learning Perspective.
CoRR
Hirak J. Kashyap, Hasin Afzal Ahmed, Nazrul Hoque, Swarup Roy, Dhruba Kumar Bhattacharyya
2015 J jnl
Botnet in DDoS Attacks: Trends and Challenges.
IEEE Commun. Surv. Tutorials
Nazrul Hoque, Dhruba K. Bhattacharyya, Jugal K. Kalita
2014 J jnl
MIFS-ND: A mutual information-based feature selection method.
Expert Syst. Appl.
Nazrul Hoque, D. K. Bhattacharyya, Jugal K. Kalita
2014 J jnl
Network attacks: Taxonomy, tools and systems.
J. Netw. Comput. Appl.
Nazrul Hoque, Monowar H. Bhuyan, Ram Charan Baishya, D. K. Bhattacharyya, Jugal K. Kalita
2012 — conf
An Efficient Approach on Rare Association Rule Mining.
BIC-TA (1)
Nazrul Hoque, Bhabesh Nath, D. K. Bhattacharyya