$Prediction of attacks types in telecommunications network with machine learning$

31 Jul 2023 (modified: 07 Dec 2023)DeepLearningIndaba 2023 Conference SubmissionEveryoneRevisionsBibTeX
Keywords: prediction, Intrusion Detection System (IDS), machine learning
TL;DR: We use machine laerning algorith for predict attack in telecommunication network
Abstract: $$Telecommunication networks are essential for the development of today's societies. In professional, social and other relationships, it is almost impossible to live without networks. To ensure the safety of users, it is important to protect them from potential attacks that are likely to occur. It is for this reason that the Intrusion Detection System (IDS) has been set up. With to machine learning, we decided to create a model allowing us to predict the types of attacks in a telecommunications network. For this work we used the NSK KDD dataset.$$
Submission Category: Machine learning algorithms
Submission Number: 65
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