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- research-articleOctober 2024
XNetIoT: An Extreme Quantized Neural Network Architecture for IoT Environment Using P4
IEEE Transactions on Network and Service Management (ITNSM), Volume 21, Issue 5Pages 5756–5767https://doi.org/10.1109/TNSM.2024.3423317Internet of Things (IoT) security has heavily relied on Machine Learning (ML) techniques in recent years. However, these techniques inherently require a vast amount of labeled data for training, which is challenging. Moreover, these techniques are also ...
- research-articleNovember 2023
A P4-Based Adversarial Attack Mitigation on Machine Learning Models in Data Plane Devices
Journal of Network and Systems Management (JNSM), Volume 32, Issue 1https://doi.org/10.1007/s10922-023-09777-6AbstractIn recent times, networks have been prone to several types of attacks, such as DDoS attacks, volumetric attacks, replay attacks, eavesdropping, etc., which drastically degrade the network’s performance. Fortunately, programmable switches ...
- research-articleJune 2022
EOMCSR: An Energy Optimized Multi-Constrained Sustainable Routing Model for SDWSN
IEEE Transactions on Network and Service Management (ITNSM), Volume 19, Issue 2Pages 1650–1661https://doi.org/10.1109/TNSM.2021.3130661Improving the network lifetime is a major concern in Wireless Sensor Networks (WSNs) due to the limited network resources. As the sensor nodes are usually deployed in a random fashion across the network area, network-wide energy optimization becomes a ...
- research-articleFebruary 2021
A Time Granular Analysis of Software Defined Wireless Mesh Based IoT (SDWM-IoT) Network Traffic Using Supervised Learning
Wireless Personal Communications: An International Journal (WPCO), Volume 116, Issue 3Pages 2083–2109https://doi.org/10.1007/s11277-020-07781-6AbstractThe ceaseless increase in the number of the wireless Internet of Things (IoT) devices has resulted in the need of different traffic engineering techniques to manage the massive network traffic. Wireless Mesh Networks (WMNs) are an important ...
- research-articleNovember 2020
CCRNet: a novel data-driven approach to improve cross-domain Iris recognition
Multimedia Tools and Applications (MTAA), Volume 79, Issue 43-44Pages 32807–32831https://doi.org/10.1007/s11042-020-09286-7AbstractIn spite of the prominence and robustness of iris recognition systems, iris images acquisition using heterogeneous cameras/sensors, is the prime concern in deploying them for wide-scale applications. The textural qualities of iris samples (images) ...
- research-articleAugust 2020
Enhancing human iris recognition performance in unconstrained environment using ensemble of convolutional and residual deep neural network models
Soft Computing - A Fusion of Foundations, Methodologies and Applications (SOFC), Volume 24, Issue 15Pages 11477–11491https://doi.org/10.1007/s00500-019-04610-2AbstractDespite the prominent advancements in iris recognition, unconstrained image acquisition through heterogeneous sensors has been a major obstacle in applying it for large-scale applications. In recent years, deep convolutional networks have achieved ...
- ArticleDecember 2019
Suśruta: Artificial Intelligence and Bayesian Knowledge Network in Health Care – Smartphone Apps for Diagnosis and Differentiation of Anemias with Higher Accuracy at Resource Constrained Point-of-Care Settings
- Shubham Yadav,
- Sakthi Ganesh,
- Debanjan Das,
- U. Venkanna,
- Rajarshi Mahapatra,
- Ankur Kumar Shrivastava,
- Prantar Chakrabarti,
- Asoke K. Talukder
AbstractAnemia in India carries a major disease burden. This includes both nutritional anemias, of which iron deficiency anemia (IDA) is the commonest and inherited hemolytic anemias like β thalassemias (β-TT). In Eastern and North-Eastern India about 25–...
- research-articleDecember 2019
Optimized Link Utilization Based Approach for Traffic Engineering in SDWSN
2019 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)Pages 1–6https://doi.org/10.1109/ANTS47819.2019.9118068In Wireless Sensor Network (WSN), resource optimization is one of the challenging issues. It improves the network performance. This can be achieved with the help of a new networking technology, called Software Defined Networking (SDN). The concept of SDN ...
- articleApril 2015
A Cooperative Routing for MANET Based on Distributed Trust and Energy Management
Wireless Personal Communications: An International Journal (WPCO), Volume 81, Issue 3Pages 961–979https://doi.org/10.1007/s11277-014-2165-5A mobile ad-hoc network is an autonomous system having collection of mobile nodes connected by wireless links. Mobile nodes in a MANET communicate with each other based on unconditional cooperation and inherited trustworthiness. MANET is vulnerable due ...
