datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
steady-rans-generalization
Steady-RANS cross-family generalization dataset
Data for the paper "Towards generalized flow field prediction: one model across unseen
object families" (under double blind review; this account is anonymous for that reason).
Trained checkpoints and evaluation code are in the companion model repo:
steady-rans-surrogates.
Steady incompressible k-omega SST (OpenFOAM simpleFoam) external flow around 855 distinct
shapes (17 scripted parametric families plus 40 ModelNet object… See the full description on the dataset page: https://huggingface.co/datasets/BlidReview/steady-rans-generalization.Ransomware_PE_Header_Feature_Dataset
Dataset Card for Ransomware PE Header Feature Dataset
Dataset Description
Dataset Summary
This dataset contains PE header features (first 1024 bytes) from 2,157 Windows executable samples, comprising 1,134 legitimate software (goodware) and 1,023 ransomware samples across 25 ransomware families. Each sample is represented by numerical features extracted from the raw PE header.
Supported Tasks
Binary Classification: Distinguish between goodware and… See the full description on the dataset page: https://huggingface.co/datasets/cycloevan/Ransomware_PE_Header_Feature_Dataset.SIDACSinhalaASR-testai-vs-human-generated-datasetSinhalaASR-1000ransomware-playbooks-en
Ransomware Playbooks - English Dataset
A comprehensive bilingual (FR/EN) dataset containing detailed and operational information about ransomware groups, incident response playbooks, and structured Q&A on cybersecurity and ransomware attack response.
Overview
This dataset provides a complete resource for security teams, CISOs, and DFIR (Digital Forensics and Incident Response) professionals to understand, detect, and respond to modern ransomware attacks.
Main… See the full description on the dataset page: https://huggingface.co/datasets/AYI-NEDJIMI/ransomware-playbooks-en.ransomware-leak-site-victims
Ransomware leak-site victims
Every victim listing ThreatCluster has collected first-hand from ransomware and extortion leak sites: the group, the named organisation, when it appeared, and the sector and country where known.
Built from the ThreatCluster corpus. 20,627 rows, snapshot generated 2026-09-06.
Fields
Field
Description
group_name
Ransomware or extortion group that published the listing
victim_name
Organisation named by the group
country… See the full description on the dataset page: https://huggingface.co/datasets/threatcluster/ransomware-leak-site-victims.ransomware-playbooks-fr
Ransomware Playbooks - Dataset Français
Un dataset complet et bilingue (FR/EN) contenant des informations détaillées et opérationnelles sur les groupes de ransomware, les playbooks de réponse aux incidents, et des Q&A structurées sur la cybersécurité et la réponse aux attaques ransomware.
Vue d'ensemble
Ce dataset fournit une ressource complète pour les équipes de sécurité, les CISOs, et les professionnels du DFIR (Digital Forensics and Incident Response) pour comprendre… See the full description on the dataset page: https://huggingface.co/datasets/AYI-NEDJIMI/ransomware-playbooks-fr.fraud_prediction_300Ksorel-20m-ransomware-sampleai-vs-human-generated-dataset-sampleransom-watch-lab
RansomWatch laboratory endpoint file telemetry
Synthetic five-day file and process fixture pack for the AriaRansomWatch behavior-review demo.
Organization dataset and collection item are public. Live Gradio (alirezaaminzadeh/aria-ransom-watch) and the organization card (AriaAICompany/aria-ransom-watch) follow the same hosting split as the rest of the cybersecurity collection. Runnable Space source is stored in demo/. Collection: Aria AI — Cybersecurity.
Hosts, processes, and… See the full description on the dataset page: https://huggingface.co/datasets/AriaAICompany/ransom-watch-lab.sinhala_synthetic_ocr-largeIf you use this data in publications, please cite it as follows:
@misc {ransaka_ravihara_2024,
author = { {Ransaka Ravihara} },
title = { sinhala_synthetic_ocr-large (Revision f3cac3b) },
year = 2024,
url = { https://huggingface.co/datasets/Ransaka/sinhala_synthetic_ocr-large },
doi = { 10.57967/hf/1809 },
publisher = { Hugging Face }
}
africa-healthcare-ransomware
African Healthcare Ransomware Dataset | Africa (original)
Size category: 10K<n<100K - Formats: parquet, optimized-parquet - Sector: governance_security - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-healthcare-ransomware.MJSynth_smallSSOCR-V.1TSINafrica-ransomware-dataset
Ransomware Impact on African SMEs (Africa) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet - Sector: governance_security - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-ransomware-dataset.youtube_recommendation_dataDataset licensed under : Creative Commons Attribution (CC BY)
SSOCR-1kafrica-ransomware-as-a-service
Ransomware-as-a-Service Testing Grounds (Africa) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet, optimized-parquet - Sector: governance_security - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-ransomware-as-a-service.aya_sinhala_subsettypo_dataset_syntheticAmazon-Reviews-2023-raw_meta_All_Beautyafrica-mobile-ransomware
Mobile Ransomware (Africa) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet, optimized-parquet - Sector: governance_security - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mobile-ransomware.IAMsinhala-aya-15k-oai-styleandroid-ransomware-fcg-baseline
Android Ransomware FCG Dataset (Baseline)
Binary graph-classification dataset for Android ransomware detection based on
function call graphs (FCGs) extracted with Androguard.
Dataset Summary
Property
Value
Total graphs
715
Benign (label 0)
502
Malware (label 1)
213
Class ratio
2.36 : 1 (benign : malware)
Feature dimension
5
Malware Families
Family
Samples
simplelocker
64
wipelocker
70
wannalocker
51
blackroselucy
17… See the full description on the dataset page: https://huggingface.co/datasets/JLB-JLB/android-ransomware-fcg-baseline.sinhala_synthetic_ocr