Data
internet-firewall

internet-firewall

active ARFF Publicly available Visibility: public Uploaded 11-06-2021 by Meilina Reksoprodjo
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Author: Fatih Ertam Source: [UCI](https://archive.ics.uci.edu/ml/datasets/Internet+Firewall+Data) - 2019 Please cite: [UCI](https://archive.ics.uci.edu/ml/citation_policy.html) Internet Firewall Data Data Set This data set was collected from the internet traffic records on a university's firewall. 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

12 features

Source Portnumeric22724 unique values
0 missing
Destination Portnumeric3273 unique values
0 missing
NAT Source Portnumeric29152 unique values
0 missing
NAT Destination Portnumeric2533 unique values
0 missing
Actionstring4 unique values
0 missing
Bytesnumeric10724 unique values
0 missing
Bytes Sentnumeric6683 unique values
0 missing
Bytes Receivednumeric8814 unique values
0 missing
Packetsnumeric1116 unique values
0 missing
Elapsed Time (sec)numeric915 unique values
0 missing
pkts_sentnumeric749 unique values
0 missing
pkts_receivednumeric922 unique values
0 missing

19 properties

65532
Number of instances (rows) of the dataset.
12
Number of attributes (columns) of the dataset.
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
11
Number of numeric attributes.
0
Number of nominal attributes.
0
Number of attributes divided by the number of instances.
91.67
Percentage of numeric attributes.
Percentage of instances belonging to the most frequent class.
0
Percentage of nominal attributes.
Number of instances belonging to the most frequent class.
Percentage of instances belonging to the least frequent class.
Number of instances belonging to the least frequent class.
0
Number of binary attributes.
0
Percentage of binary attributes.
0
Percentage of instances having missing values.
Average class difference between consecutive instances.
0
Percentage of missing values.

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