CyberForce Scenario Data Sets

These datasets were generated using a CyberVAN scenario that is representative of an enterprise network under an APT-style attack setting to facilitate research on cyber defenses and human-behavior modeling (the CyberFORCE scenario).

The AREP_CyberForce_ScenarioOverview_2021-317.pdf file contains slides that provide details about the CyberVAN scenario, attack, and data flows.

There are two tar files listed below:

  • The cf_data_03022021.tar.gz file contains the full set of files collected during the attack and a detailed description of the data in that tar file is described in AREP_CyberForce_DataCollection_20210237.pdf.

  • The cf_data_labels.tar.gz file contains labeled data.  The data in this file provides a rich set of labels for the same IPFIX data that was collected in cf_data_03022021.tar.gz. While the AREP_CyberForce_DataCollection_20210317.pdf paper provides an approximate timeline of activities that took place during the data collection exercise, the data in this labeled dataset provides an exact timeline of those activities by mapping fine-grained data logs to high-level events.  Also in this tar file is a document (CyberForce Data Labeling.pdf) describing the labeling task.

AREP_CyberForce_ScenarioOverview_2021-317.pdf Description Scenario description overview
MD5 Checksum

c5a9c56a78b80a87b29ae85a6e738a95

SHA1 Checksum

1565a9add5a30c3708508677d2dfb7624791f0cefaeae93ee8ef88f46d2efda3

Size 1.5 MB
 
AREP_CyberForce_DataCollection_20210317.pdf Description

Dataset decription detail

MD5 Checksum

2c13ed4ada9bd02eb013f20fad2811cb

SHA1 Checksum

0360d7726413c8cc471fbc5f8d326f3d7ffa32c6581df51796262e9ef90bea05

Size 1.0 MB
 
cf_data_03022021.tar.gz Description CyberFORCE Data Set - download
MD5 Checksum

2b0063351669c8849a0d46f70e67f201

SHA1 Checksum

439adb0874566998196b0ec722d2d6c2511b4a0f3652847c507744443c039e41

Size 140.0 MB
 
cf_data_labels.tar.gz Description CyberFORCE IPFIX Labeled Dataset - download
MD5 Checksum

5748d1ffdc39335abefa29d682546df0

SHA1 Checksum

a0f3bfa5402fdf3407788e4e45068499042133ebed1590ac1922fc7f965e3b15

Size 1.0 MB