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Internet Firewall Data Data Set
Download: Data Folder, Data Set Description

Abstract: this data set was collected from the internet traffic records on a university's firewall.

Data Set Characteristics:  

Multivariate

Number of Instances:

65532

Area:

Computer

Attribute Characteristics:

N/A

Number of Attributes:

12

Date Donated

2019-02-04

Associated Tasks:

Classification

Missing Values?

N/A

Number of Web Hits:

242


Source:

Fatih Ertam, fatih.ertam '@' firat.edu.tr, Firat University, Turkey.


Data Set Information:

There are 12 features in total. Action feature is used as a class. There are 4 classes in total. These are allow, action, drop and reset-both classes.


Attribute Information:

Source Port,Destination Port,NAT Source Port,NAT Destination Port,Action,Bytes,Bytes Sent,Bytes Received,Packets,Elapsed Time (sec),pkts_sent,pkts_received


Relevant Papers:

F. Ertam and M. Kaya, “Classification of firewall log files with multiclass support vector machine,” in 6th International Symposium on Digital Forensic and Security, ISDFS 2018 - Proceeding, 2018.



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