Smart-Defender Dataset

Smart-Defender Dataset

Citation Author(s):
Francisco-Sales
Lima-Filho
UFRN
Submitted by:
Francisco-Sales...
Last updated:
Sat, 01/12/2019 - 13:18
DOI:
10.21227/wke2-ch26
Data Format:
License:
Dataset Views:
179
Share / Embed Cite
Abstract: 

This work intend to identify characteristics in network traffic that are able to distinguish the normal network behavior from denial of service attacks. One way to classify anomalous traffic is the data analysis of the packets header. This dataset contains labeled examples of normal traffic (23.088 instances), TCP Flood attacks (14.988 instances), UDP Flood (6.894 instances), HTTP Flood (347 instances) and HTTP Slow (183 instances) distributed in 73 numeric variables.

Instructions: 

1) Read dataset description file;

2) Load the data;

3) Select the relevant variables

4) Enjoy !

Dataset Files

You must be an IEEE Dataport Subscriber to access these files. Login or subscribe now. Sign up to be a Beta Tester and receive a coupon code for a free subscription to IEEE DataPort!

Documentation

AttachmentSize
Binary Data Dataset description5.9 KB

Embed this dataset on another website

Copy and paste the HTML code below to embed your dataset:

Share via email or social media

Click the buttons below:

facebooktwittermailshare
[1] Francisco-Sales Lima-Filho, "Smart-Defender Dataset", IEEE Dataport, 2019. [Online]. Available: http://dx.doi.org/10.21227/wke2-ch26. Accessed: Sep. 20, 2019.
@data{wke2-ch26-19,
doi = {10.21227/wke2-ch26},
url = {http://dx.doi.org/10.21227/wke2-ch26},
author = {Francisco-Sales Lima-Filho },
publisher = {IEEE Dataport},
title = {Smart-Defender Dataset},
year = {2019} }
TY - DATA
T1 - Smart-Defender Dataset
AU - Francisco-Sales Lima-Filho
PY - 2019
PB - IEEE Dataport
UR - 10.21227/wke2-ch26
ER -
Francisco-Sales Lima-Filho. (2019). Smart-Defender Dataset. IEEE Dataport. http://dx.doi.org/10.21227/wke2-ch26
Francisco-Sales Lima-Filho, 2019. Smart-Defender Dataset. Available at: http://dx.doi.org/10.21227/wke2-ch26.
Francisco-Sales Lima-Filho. (2019). "Smart-Defender Dataset." Web.
1. Francisco-Sales Lima-Filho. Smart-Defender Dataset [Internet]. IEEE Dataport; 2019. Available from : http://dx.doi.org/10.21227/wke2-ch26
Francisco-Sales Lima-Filho. "Smart-Defender Dataset." doi: 10.21227/wke2-ch26