This repository contains code related to identifying malicious sensor nodes using the SensorNetGuard Dataset. The code implements three models: Long Short-Term Memory(LSTM), Gated Recurrent Unit(GRU) and One-Dimensional Convolutional Neural Network (1D-CNN). Additionally, various optimizers are applied to the model: Adam, Nadam, Adagrad, RMSProp, Stochastic Gradient Descent(SGD).
The dataset used in this repository is sourced from IEEE DataPort.
Dr Karthick Raghunath K M, Dr Arvind K S, September 5, 2023, "SensorNetGuard: A Dataset for Identifying Malicious Sensor Nodes", IEEE Dataport, doi: https://dx.doi.org/10.21227/ba0m-cy61.