Abstract

The dataset comprises of several files that contain smart grid communication, namely protocols IEC 60870-104 (IEC 104) and IEC 61850 (MMS) in form of CSV traces. The traces were generated from PCAP files using IPFIX flow probe or an extraction script. CSV traces include the timestamp, IP addresses and ports of communicating devices, and selected IEC 104 and MMS headers that are interesting for security monitoring and anomaly detection. Datasets were by obtained partly by monitoring communication of real ICS devices and partly by monitoring communication of virtual ICS applications. Datasets contain both normal traffic within a few days and traffic with attack like scanning, switching, command blocking, etc.

Instructions:

The dataset is provided in the form of CSV traces obtained from MMS or IEC 104 packets. It contains both normal traffic and communication with anomalies (cyber attacks, link failure, etc.). Dataset is available as a ZIP file with folders containing captured communication.

Funding Agency:

Ministry of Interior, Czech Republic

Comments

I want to access this dataset.
Please show me how to do that.

Submitted by Prithwish Maiti on Tue, 04/26/2022 - 03:59

I want to do some research in ics Abnormal traffic detection，I need this dataset.

Submitted by QIU SHAOYONG on Tue, 06/27/2023 - 01:47

I download the dataset, but I was surprised that connection-loss, dos-attacks, injection-attack and normal-traffic are exactly the same file. The same issue with folder gis-mms.

Submitted by najet hamdi on Tue, 01/17/2023 - 14:23

hi najet brother can you provide me this dataset

Submitted by Hasan Khan on Thu, 02/08/2024 - 07:47

excuse me, have you got this data set?

Submitted by an an on Thu, 03/28/2024 - 06:54

I came across your work which matches with my area of interest. I along with my scholars are working on building models for network intrusion detection using ML techniques. May I request you to provide access to the ICS dataset which will be solely used for academic purposes to build ML based models for anomaly based IDS.

Prof. M R Patra

mrpatra@nist.edu

Submitted by Manas Patra on Sat, 07/27/2024 - 05:09

Can you provide me the dataset ,Please! !!

Submitted by Subhashini Thilakar on Thu, 09/05/2024 - 00:44

I want this data because I am doing some research

Submitted by Rahaf Althomali on Thu, 09/05/2024 - 07:57

Hi. I would like to access this dataset for my research project.

Submitted by Niranjana Unnithan on Wed, 10/02/2024 - 10:06

Hi. I would like to access this dataset for my research project.

Submitted by li jiejing on Sat, 10/19/2024 - 03:53

Dataset Files

ics-dataset-for-smart-grid.zip (113.20 MB)

Documentation

Attachment	Size
README.pdf	190.69 KB

Datasets

Standard Dataset

ICS Dataset for Smart Grid Anomaly Detection

Abstract

Comments

Dataset Files

Documentation

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