Advanced Techniques of Artificial Intelligence in IT Security Systems
Author:   Marcin Korytkowski
Publisher:   Springer International Publishing AG
Volume:   146
ISBN:  

9783031538568


Pages:   91
Publication Date:   20 February 2025
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Advanced Techniques of Artificial Intelligence in IT Security Systems


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Author:   Marcin Korytkowski
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Volume:   146
ISBN:  

9783031538568


ISBN 10:   3031538560
Pages:   91
Publication Date:   20 February 2025
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Artificial neural networks.- Initialization of weights values in neural networks.- Convolution neural networks.- Application of artificial intelligence methods in profiling of computer network users.- Profiling users using the random forest algorithm.- Convolutional networks in user profiling.- User profiling using recurrent-convolutional networks.- Detection of network traffic anomalies using OC-NN.

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