Datasets
Story
Published research reports, workshops, and mentorship materials, most recent first.
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September 26, 2026 — Version 1.0.0 (2026 edition) · Report · Open
State of OT Vulnerability Exposure in US Oil and Natural Gas, 2026
Ikwuogu, Friday Ogochukwu
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Orimogunje, Abidemi, Pinyi, Eria Othieno, Mike-Ewewie, David
10.5281/zenodo.22974795 -
September 20, 2026 — Version v1 · Lesson · Open
Engineering Roles in Critical-Infrastructure Awareness: Foundations, Responsibilities, and Professional Practice for Emerging Engineer
Ikwuogu, Friday Ogochukwu
10.5281/zenodo.22864273 -
September 20, 2026 — Version v1.0.0 · Report · Open
Engineering Roles in Infrastructure Resilience: A Mentorship Workshop for Students, Early-Career Engineers, and Professionals
Ikwuogu, Friday Ogochukwu
10.5281/zenodo.22858920 -
July 20, 2026 — Version 0.1.0 · Report · Open
CITP-Aligned Mentorship Workshop Materials for OT/ICS & Critical Infrastructure Cybersecurity Mentees
Ikwuogu, Friday Ogochukwu
10.5281/zenodo.22858230
Pipeline and Grid Cyber-Physical Incident Panel (v1.0)
The Pipeline and Grid Cyber-Physical Incident Panel (v1.0) is a unified research dataset that harmonizes PHMSA pipeline incident records and DOE OE-417 electric disturbance reports into a single, structured panel suitable for cyber-physical infrastructure analysis. The project integrates multiple federal data sources, standardizes schema and terminology, and applies a control-system and telecommunications involvement classification to each record using a structured YAML taxonomy.
The dataset includes 12,935 total records, consisting of 9,654 PHMSA incidents and 3,281 OE-417 disturbance reports, covering the period beginning in 2010. Outputs include a harmonized CSV file, a provenance JSON file, and detailed fetch and join logs for reproducibility and auditability.
Repository: foikwuogu/pipeline-grid-incident-panel
License: Creative Commons Attribution 4.0 License (CC BY 4.0)
ONG‑OT Vulnerability Prioritization Dataset
The ONG‑OT Vulnerability Prioritization Dataset is a domain‑expert, reproducible dataset integrating CISA ICS Advisories, CISA KEV, FIRST.org EPSS, CISA Vulnrichment, and MITRE ATT&CK for ICS.
Latest Release: v1.0.0
Download the dataset, view the provenance manifest, and explore the full schema documentation.
Friday Ogochukwu Ikwuogu
ORCID: 0009-0009-2222-1318
Google Scholar: https://scholar.google.com/citations?pli=1&authuser=3&user=XADxRNkAAAAJ
ResearchGate: https://www.researchgate.net/profile/Friday-O-Ikwuogu/research
GitHub: https://github.com/foikwuogu
Portfolio: Ikwuogufoikwuogu.github.io
LinkedIn: Ogochukwu Friday Ikwuogu
email: Friday.ikwuogu@gmail.com|ikwuogu_f57913@utpb.edu | ogochukwu.f.ikwuogu@ieee.org
Affiliation: Independent Researcher, Odessa, Texas, USA