Internet Firewall Data
Donated on 2/3/2019
this data set was collected from the internet traffic records on a university's firewall.
Dataset Characteristics
Multivariate
Subject Area
Computer Science
Associated Tasks
Classification
Feature Type
-
# Instances
65532
# Features
12
Dataset Information
Additional 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.
Has Missing Values?
No
Variable 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
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Citation
Internet Firewall Data. (2019). UCI Machine Learning Repository. https://doi.org/10.24432/C5131M.
BibTeX
@misc{misc_internet_firewall_data_542,
title = {{Internet Firewall Data}},
year = {2019},
howpublished = {UCI Machine Learning Repository},
note = {{DOI}: https://doi.org/10.24432/C5131M}
}Install the ucimlrepo package
pip install ucimlrepo
Import the dataset into your code
View the full documentationfrom ucimlrepo import fetch_ucirepo # fetch dataset internet_firewall_data = fetch_ucirepo(id=542) # data (as pandas dataframes) X = internet_firewall_data.data.features y = internet_firewall_data.data.targets # metadata print(internet_firewall_data.metadata) # variable information print(internet_firewall_data.variables)
DOI
License
This dataset is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
This allows for the sharing and adaptation of the datasets for any purpose, provided that the appropriate credit is given.