aspg-31-3006-1791687017 20261011025017 American Scientific Publishing Group admin@americaspg.com American Scientific Publishing Group International Journal of Advances in Applied Computational Intelligence IJAACI 2833-5600 2024 6 2 Sara Sawalmeh Mutah University, Faculty of Science, Mutah, Jordan This paper is concerned with the study of some novel techniques that using artificial intelligence to protect networks of CAVs from cyberattacks, where we use some machine learning algorithms to detect attacks and compare the machine learning algorithms used for this in terms of accuracy and required operating time. Also, WEKA tool will be used for the desired comparison, as the experiments are carried out on a new dataset, which is a dataset abbreviated from the KDD99 dataset. 2024 28 36 3006 https://creativecommons.org/licenses/by/4.0/ 10.54216/IJAACI.060203 https://www.americaspg.com/journal/31/article/3006 https://www.americaspg.com/storage/71736183844.pdf