Data underlying the publication: “Bits and Pieces: Piecing Together Factors of IoT Vulnerability Exploitation"
DOI: 10.4121/69d111e7-30e6-4206-b27d-22a5f4e33722
Datacite citation style
Dataset
Licence CC BY 4.0
Interoperability
This repository contains the source code for our exploit prediction model, as well as detailed descriptions and links for each dataset used in this study:
1. Model source code: The R code used for predicting and explaining exploitation in IoT vulnerabilities is included. All necessary instructions for running the model are provided in the README file within the ZIP archive.
2. You can use the following sources to collect the data used in the model:
2.1. IoT Vulnerabilities:
2.1.1 VARIoT: https://www.variot.eu/
2.2. Targeted IoT Vulnerabilities:
2.2.1. VirusTotal: https://www.virustotal.com
2.2.2. CISA KEV: https://www.cisa.gov/known-exploited-vulnerabilities-catalog
2.2.3. VulnCheck KEV: https://vulncheck.com/kev
2.2.4. AttackerKB: https://attackerkb.com
2.2.5. Google Project Zero: https://googleprojectzero.blogspot.com/
2.2.6. Honeypots such as IoTPOT and X-Pot: https://sec.ynu.codes/iot/
2.3. Vulnerability Features:
2.3.1. NVD: https://nvd.nist.gov/
2.4. Exploitability Features:
2.4.1. ExploitDB: https://www.exploit-db.com/
2.5. Hacking Community Features:
2.5.1 CrimeBB: https://www.cambridgecybercrime.uk/datasets.html
History
- 2025-05-23 first online, published, posted
Publisher
4TU.ResearchDataAssociated peer-reviewed publication
Bits and Pieces: Piecing Together Factors of IoT Vulnerability ExploitationOrganizations
TU Delft, Faculty of Technology, Policy and Management, Department of Multi Actor Systems.DATA
Files (5)
- 989 bytesMD5:
308fb531efb4884f42c4954ec7332984
README.txt - 565 bytesMD5:
90a7d4e7ebb8fa513db746198bc61e74
Brierscore.R - 23,188 bytesMD5:
dad711709f3f5a4ca110160be86eb8f2
Model_all_features_pca.r - 6,453 bytesMD5:
90f72d3d6447f7039c371927882bf7cc
Model_without_forum_features.r - 1,054 bytesMD5:
70796b5551535bdcbf165db014eca7b1
r2_score.R -
download all files (zip)
32,249 bytes unzipped