Publications and research impact

DTN-SHIELD: A Software-Defined Federated Learning Framework for Blackhole Attack Defense in Delay-Tolerant Networks

R. Uddin, S. A. P. Kumar, and V. Chamola
Computer Networks, 2026

This paper presents DTN-SHIELD, a software-defined federated learning framework for detecting and defending against blackhole attacks in delay-tolerant networks.

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Denial of Service Attacks in Edge Computing Layers: Taxonomy, Vulnerabilities, Threats and Solutions

R. Uddin, S. A. P. Kumar, and V. Chamola
Ad Hoc Networks, vol. 152, 103322, 2024

This paper presents a structured study of denial-of-service attacks across edge computing layers, highlighting attack taxonomy, security vulnerabilities, threat patterns, and available mitigation strategies.

DOI

SDN-Based Federated Learning Approach for Satellite-IoT Framework to Enhance Data Security and Privacy in Space Communication

R. Uddin, S. A. P. Kumar
IEEE Journal of Radio Frequency Identification, vol. 7, pp. 424–440, 2023

This work proposes an SDN-enabled federated learning framework for satellite-IoT communication, designed to improve security and privacy while supporting intelligent traffic monitoring and classification.

DOI

Federated Learning Based Intrusion Detection System for Satellite Communication

R. Uddin, S. Kumar
Proceedings of the 2023 IEEE Cognitive Communications for Aerospace Applications Workshop, 2023

This paper explores federated learning for intrusion detection in satellite communication settings, focusing on collaborative security analytics in distributed and resource-constrained environments.

DOI

Performance Analysis of SDN Based Firewalls: POX vs. ODL

R. Uddin, M. F. Monir
Proceedings of the 2019 5th International Conference on Advances in Electrical Engineering, 2019

This study compares SDN-based firewall implementations using POX and OpenDaylight, examining their relative performance and practical implications in programmable network security environments.

DOI

Implementation of a Click Based IDS on SDN-NFV Architecture and Performance Evaluation

M. F. Monir, R. Uddin, D. Pan
Proceedings of the 2021 IEEE International Black Sea Conference on Communications and Networking, 2021

This paper presents the implementation and evaluation of a Click-based intrusion detection system integrated with an SDN-NFV architecture for programmable network security monitoring.

DOI