Governed research artifact · Published 29 August 2026
Analysis-ready exports behind the statistical study and interactive dashboard, with publication-level provenance, source-linked candidate tags, review controls, and explicit interpretation limits.
Twelve governed artifacts
The public package supports recalculating the published distributions and inspecting source IDs, offsets, and provenance fields. The downloaded third-party HTML and PDF archive is intentionally not redistributed.
| Artifact | Grain | Purpose | Size |
|---|---|---|---|
Dataset guideREADME.md | Documentation | Schema, field definitions, interpretation cautions, and reproducibility boundary. | 5.0 KB |
Publicationspublications.csv | One publication | Wide analysis table with eligibility, provenance, tags, metrics, and IOC counts. | 135 KB |
Source-linked normalized tagstags_long.csv | One tag occurrence | Normalized dimensions, confidence, extraction method, source IDs, and source-text offsets. | 531 KB |
Metric candidatesmetrics_long.csv | One candidate metric | Unvalidated percentages, durations, costs, dwell, and blast-radius strings linked by source ID. | 66 KB |
IOC candidatesiocs_long.csv | One candidate observable | Hashes, public IPv4 addresses, and defanged-domain candidates linked by source ID for analyst review. | 36 KB |
Quality and inclusionquality.csv | One publication | Completeness, statistical inclusion, AI relevance, and review-state controls. | 7.9 KB |
Tag dictionarytag_dictionary.csv | One tag type | Definitions and interpretation safeguards for normalized statistical dimensions. | 3.0 KB |
Snapshot summarysummary.json | One dataset snapshot | Machine-readable corpus, quality, and all-record extraction totals. | 1.3 KB |
SQLite databaseai_attack_statistics.sqlite | Relational snapshot | Queryable publication, tag, metric, IOC, and quality tables; private source records are excluded. | 1.3 MB |
Research workbookai_attack_statistics.xlsx | Multi-sheet workbook | Sanitized, filterable analysis package for spreadsheet workflows. | 374 KB |
Collection reportsource-collection-report.md | Collection audit | Retrieval and archive-quality summary without copied third-party source documents. | 2.7 KB |
Uniqueness auditsource-uniqueness-report.tsv | One source comparison | Duplicate and near-duplicate evidence for the publication entities. | 25 KB |
Start here
include_with_manual_validation rows before reproducing primary percentages.publication_id.Spreadsheet safety
Text beginning with =, +, -, or @ is prefixed with an ASCII apostrophe in public CSV and XLSX files. Release tests verify that CSV cells retain no formula-capable prefix and the workbook contains no formula nodes.
Interpret carefully
Publication coverage, multi-label co-mentions, extracted metrics, and candidate observables do not establish unique incidents, causal relations, attribution, provider use, victim geography, or attack rates.
Provenance and uniqueness