Description of the Datasets

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Dataset name | Usage |

Al_Boghdady_Binary | Labeled dataset to train RF, CNN and RNN models for binary classification |

Al_Boghdady_Multi_Class | Labeled dataset to train RF, CNN and RNN models for multi-class classification |

Tinyos_Evaluation | Unlabeled dataset for testing the iDetect vulnerability detection model |

Tinyos_Evaluation_Labled_Binary | It is Tinyos_Evaluation labeled dataset for calculating the iDetect model F1-score |

Tinyos_Evaluation_Labled_Multi-Class | It is Tinyos_Evaluation labeled dataset for calculating the iDetect model mF1 and wF1|

Please see our paper " iDetect for Vulnerability Detection in Internet of Things Operating Systems Using Machine Learning" for more information https://www.nature.com/articles/s41598-022-21325-x

Paper citation Al-Boghdady, A., El-Ramly, M. & Wassif, K. iDetect for vulnerability detection in internet of things operating systems using machine learning. Sci Rep 12, 17086 (2022). https://doi.org/10.1038/s41598-022-21325-x