An experimental analysis of attack classification using machine learning in iot networks

HIGHLIGHTS

• who: Andrew Churcher and colleagues from the School of Computing, Edinburgh Napier University, Edinburgh , DT, UK have published the research: An Experimental Analysis of Attack Classification Using Machine Learning in IoT Networks, in the Journal: Sensors 2021, 21, 446. of 16/Oct/2019
• what: In this work ML algorithms are compared for both binary and multi-class classification on Bot-IoT dataset. The authors evaluate and compare the state-of-the-art ML algorithms in terms of various performance metrics such as confusion matrix, accuracy, precision, recall, F1 score, log loss, ROC AUC, and Cohen . . .
  

   

  

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