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Statistical Analysis of Network Traffic

Name: Statistical Analysis of Network Traffic
Brand: LAP LAMBERT Academic Publishing
SKU: 9786205516515
Price: 210.22 RON
Availability: InStock

Autor: Amit Awasthi

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Legare: Carte broșată

Editura: LAP LAMBERT Academic Publishing

Disponibilitate: În depozitul extern

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Network forensics helps in tracking down cyber fraudsters by assessing and tracing back network data...

Informații despre carte

Autor

Amit Awasthi

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2022

Pagini

EAN

9786205516515

ISBN

6205516519

Enbook ID

42211054

Editura

LAP LAMBERT Academic Publishing

Greutate

113

Dimensiuni

150 x 220 x 4

Descriere completă

Network forensics helps in tracking down cyber fraudsters by assessing and tracing back network data. The use of various network traffic gathering tools is required. Network forensics is analyzing network traffic to detect intrusions and studying how the crime occurred, i.e., establishing a crime scene for investigation and replays. This study proposes a general network forensic process model and architecture. A secondary data set, KDD CUP of normal and anomalous traffic is used for analysis to simulate the entire process. The dataset is largely processed for feature selection and redundancy removal. The dataset was cleaned before being analyzed using the Support Vector Machine learning model to classify the traffic. The multiclass classification has been used to categorize various types of network attacks. The accuracy of the model is then evaluated using the obtained results.

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Statistical Analysis of Network Traffic

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