most citedA deep learning approach to predict the number of k-barriers for intrusion detection over a circular region using wireless sensor networks

45 citations · 45 across the 2 of their papers we have counts for

collaborators

2 papers

cs.IT2025

Information Entropy-Based Scheduling for Communication-Efficient Decentralized Learning

Jaiprakash Nagar, Zheng Chen, Marios Kountouris +1

This paper addresses decentralized stochastic gradient descent (D-SGD) over resource-constrained networks by introducing node-based and link-based scheduling strategies to enhance…

cs.LG2022★ 45 cited

A deep learning approach to predict the number of k-barriers for intrusion detection over a circular region using wireless sensor networks

Abhilash Singh, J. Amutha, Jaiprakash Nagar +1

Wireless Sensor Networks (WSNs) is a promising technology with enormous applications in almost every walk of life. One of the crucial applications of WSNs is intrusion detection an…