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Network Attack Detection in IoT using Artificial Intelligence

Jezik AngleščinaAngleščina
Knjiga Mehka
Knjiga Network Attack Detection in IoT using Artificial Intelligence Muhammad Khaliq-ur-Rahman Raazi Syed
Koda Libristo: 43174265
Založba LAP LAMBERT Academic Publishing, marec 2023
We like to have simple and automated solutions but these simple and automated solutions in technolog... Celoten opis
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Na zalogi pri dobavitelju Odposlali bomo v 8-11 dneh

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We like to have simple and automated solutions but these simple and automated solutions in technology could also contains risks if not deal properly. IoT security and privacy concerns are needs to be focus. There can be multiple types of attack on IoT networks which can damage the device or steal the sensitive information. Therefore, artificial intelligence (AI) techniques has an ability to detect and classify an unknown network behavior by learning the network attacks patterns based on large volumes of historical data. we used Aposemat IoT-23 dataset, investigate the background and implement the machine learning algorithms such as Decision Tree, Random Forest and Naive Bayes. We also compared the accuracy among these machine learning algorithms on the IoT-23 dataset and showed the most efficient machine learning algorithm as per results by using Aposemat IoT-23 dataset, as well as showed feature engineering techniques to preprocess the mentioned dataset for detection and classification of IoT network attacks.

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O knjigi

Polni naslov Network Attack Detection in IoT using Artificial Intelligence
Jezik Angleščina
Vezava Knjiga - Mehka
Datum izida 2023
Število strani 52
EAN 9786206150015
ISBN 6206150011
Koda Libristo 43174265
Teža 96
Mere 150 x 220 x 4
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