Data · dataset · 2026
Two-platform Ransomware Datasets
Listed in ScienceDB
This dataset was collected from a Windows virtual machine using the Perf tool on a Linux host system to capture Hardware Performance Counter (HPC) events.
Description
The Windows virtual machine environment executed both benign software and ransomware samples to simulate real-world attack scenarios. The primary HPC events monitored include branches, branches-misses, L1_icache_load_misses, iTLB_load_misses, and instructions.
During the post-processing stage, the relevant event fields were extracted from the raw logs and structured into a CSV file. The first column of the CSV file contains the sample names, the second column contains binary classification labels (distinguishing benign software from ransomware), and the subsequent columns sequentially list 100 consecutive time-series data points collected for each HPC event.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.44112 ↗
DOI / persistent id · from scidb cn
Catalogue records · 1
- OAI-PMH record scidb.cn/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=10.57760%2… ↗
metadata API · from scidb cn
Topics
- From keywords
- Earth & Environmental Science · Engineering · Humanities · Life Sciences · Social Science
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.44112 | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:engineering | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| description | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/description |
| license | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/rights |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |