datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
cvefixes-security-ir-graphrag
CVEfixes Security IR GraphRAG
This is a content-addressed, remotely routable Security IR release of the exact pinned CVEfixes snapshot. It packages the byte-identical original Parquet data together with a searchable corpus, BM25 postings, CUDA-generated vectors, typed graph nodes and edges, bounded adjacency indexes, and a source-CID-to-original-row lookup.
All entries are inert, non-authoritative evidence. Candidate and formal-logic rows cannot grant execution authority; exact… See the full description on the dataset page: https://huggingface.co/datasets/Publicus/cvefixes-security-ir-graphrag.Omni-Frontier-Distillation-SFT-Cyber-security-Coding-dataset-collection-v2
🧬 Omni-Frontier Collection
Cybersecurity · Coding · Math · Science · RSI Reasoning — one unified SFT package
A unified, deduplicated, fully-browsable distillation & SFT corpus — every row real, every row visible.
📖 Jump to
What's inside · 🔁 Aggregation audit · 🛡 Cybersecurity · 💻 Coding · 🏭 Distillation deep-dive · 🔁 RSI · 🧮 Math/Science/More · 🎓 Training guide · 🔎 Browsing · 🧹 Quality · 🗺 Roadmap · 📄 License… See the full description on the dataset page: https://huggingface.co/datasets/Manusagents/Omni-Frontier-Distillation-SFT-Cyber-security-Coding-dataset-collection-v2.security-master
US Security Master
Which company a ticker belonged to, on a date. Which filer a CUSIP points at.
What a company used to be called.
23 529 filers · 143 932 identifier spans · 10 056 033 dated observations ·
74 392 CUSIPs · 1960 to 2026
This is the glue for the rest of the family. Every other ZipLime dataset keys
on the SEC's CIK, which never changes — and every price series, broker feed and
research note keys on a ticker, which changes all the time. Joining the two
with today's… See the full description on the dataset page: https://huggingface.co/datasets/ZipLime/security-master.llm-security-leaderboard-contentsHARMLESS_Synthetic_Injected_PDFs_EDA
Injected PDFs - EDA and Evaluation Corpus
This repository holds the exploratory data analysis for a project on detecting harmless-but-real
attack payloads injected into PDF files, together with the dataset that analysis produced.
The project has two halves, both in the notebook Final_project_V7_EDA.ipynb:
Question
Input
Part 1
Is our synthetic corpus a stand-in for real malware, or is it something else?
The published CIC feature table (11,126 x 34)
Part 2
Is our… See the full description on the dataset page: https://huggingface.co/datasets/Cyber-security-final-project/HARMLESS_Synthetic_Injected_PDFs_EDA.IndustryCorpus2_other_information_services_information_security
IndustryCorpus2: Information Services
This repository contains the IndustryCorpus2: Information Services domain subset of BAAI/IndustryCorpus2.
Refer to the parent dataset card for data construction, intended use, limitations,
and licensing details.
Citation
If you use this dataset in your work, please cite IndustryCorpus2:
@misc{shi2024industrycorpus2,
title = {IndustryCorpus2},
author = {Xiaofeng Shi and Lulu Zhao and Hua Zhou and Donglin Hao},
year… See the full description on the dataset page: https://huggingface.co/datasets/BAAI/IndustryCorpus2_other_information_services_information_security.hol-plugin-security
HOL Plugin Security
Snapshot of Hashgraph Online plugin-catalog scores, modeled HOL Guard runtime fixtures, and curated public advisories. Dataset id: HashgraphOnline/hol-plugin-security.
The default config is plugins (205 scored registry plugins). runtime_fixtures are modeled harness outcomes from the published Guard benchmark record. advisories are the 22 public HOL Guard advisory pages. advisories.threat_class is set from the official hub listing badges on… See the full description on the dataset page: https://huggingface.co/datasets/HashgraphOnline/hol-plugin-security.Python-Security-Code-Datasetagent-skills-security-grades
Agent Skills Security Grades
Security grades and quality scores for 130,173 open-source AI agent skills and
MCP servers collected from GitHub, from Agent Skills Hub.
Each row is one skill/server with a rule-based security grade
(SAFE / CAUTION / UNSAFE / REJECT / UNAUDITED), red-flag identifiers, and a
0–100 quality score.
Why this exists
AI coding agents install third-party skills that run with the agent's full
permissions and credentials, but marketplaces rank… See the full description on the dataset page: https://huggingface.co/datasets/jasonzhuyansen/agent-skills-security-grades.africa-synth-agriculture-and-food-security-dataset-all
African Agriculture & Food Security Synthetic Dataset | Africa (Electric Sheep Africa metadata inventory)
Size category: 1M<n<10M - Formats: parquet - Sector: agriculture_food - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-agriculture-and-food-security-dataset-all.security-vuln-patches
Security Vulnerability Fix Patches
A curated dataset of 355 validated real-world vulnerability fix patches mined from public GitHub repositories.
Each record contains the unified diff of a pull request or commit that fixes a specific CWE (Common Weakness Enumeration) vulnerability, along with metadata about the repository, language, and fix type.
Dataset Summary
Source: Public GitHub PRs and commits (2024-2025) discovered via BigQuery analysis of GH Archive data… See the full description on the dataset page: https://huggingface.co/datasets/rgaucher/security-vuln-patches.africa-madagascar-african-development-bank-food-security-december-2011-f783794e
African Development Bank, Food Security, December 2011 | Africa (Madagascar official open data)
43,983 rows - 1 Africa country - 2011 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Madagascar as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: African Development Bank… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-madagascar-african-development-bank-food-security-december-2011-f783794e.cyber-security-events-full
cyber-security-events-full
Dataset Description
This dataset contains cybersecurity events collected from honeypot infrastructure.
The data has been processed and feature-engineered for machine learning applications in threat detection and security analytics.
Feature Categories
Network Features
Connection flow statistics (bytes, packets, duration)
Protocol-specific metrics
Geographic information
IP reputation data
Behavioral Features… See the full description on the dataset page: https://huggingface.co/datasets/pyToshka/cyber-security-events-full.africa-equatorial-guinea-african-development-bank-food-security-december-2011-f783794e
African Development Bank, Food Security, December 2011 | Africa (Equatorial Guinea official open data)
43,983 rows - 1 Africa country - 2011 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Equatorial Guinea as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: African… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-equatorial-guinea-african-development-bank-food-security-december-2011-f783794e.africa-faostat-food-security-indicators-for-tunisia
Tunisia - Food Security and Nutrition Indicators | Africa (original)
Size category: 1K<n<10K - Formats: parquet - Sector: humanitarian_development - 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 help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-faostat-food-security-indicators-for-tunisia.africa-madagascar-african-development-bank-food-security-prices-monthly-dece-fd105d61
African Development Bank, Food Security, Prices, Monthly, December 2011 | Africa (Madagascar official open data)
541 rows - 1 Africa country - 2011 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Madagascar as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: African… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-madagascar-african-development-bank-food-security-prices-monthly-dece-fd105d61.ai-agent-security-dataset
AI Agent Security and System Prompt Leakage Dataset
Dataset Overview
This dataset was created for research on AI agent security, with a specific focus on system prompt leakage, jailbreak resistance, and security-aligned fine-tuning.
The dataset evaluates how often AI agents reveal confidential information embedded inside their system prompts when exposed to adversarial prompts. It also compares the behavior of a baseline language model against a model fine-tuned using… See the full description on the dataset page: https://huggingface.co/datasets/Dhanjo/ai-agent-security-dataset.africa-guinea-bissau-african-development-bank-food-security-december-2011-f783794e
African Development Bank, Food Security, December 2011 | Africa (Guinea-Bissau official open data)
43,983 rows - 1 Africa country - 2011 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Guinea-Bissau as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: African Development… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-guinea-bissau-african-development-bank-food-security-december-2011-f783794e.ai-agent-security-sft-dpo
AI Agent Security — SFT + DPO
Fine-tuning data for teaching an AI agent to protect its confidential configuration without
becoming uselessly over-cautious. Built for
thesreedath/gemma-2-2b-qa-sft and
derived from
Dhanjo/ai-agent-security-dataset.
Why the helpfulness axis exists
leakage_score in the source dataset is one-sided: a model that refuses every request
scores a perfect 0.0. An existing fine-tune reported 0.0114 mean leakage (down from 0.4611
baseline)… See the full description on the dataset page: https://huggingface.co/datasets/sumitguha13/ai-agent-security-sft-dpo.africa-lesotho-african-development-bank-food-security-prices-monthly-dece-fd105d61
African Development Bank, Food Security, Prices, Monthly, December 2011 | Africa (Lesotho official open data)
541 rows - 1 Africa country - 2011 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Lesotho as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: African Development… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-lesotho-african-development-bank-food-security-prices-monthly-dece-fd105d61.africa-faostat-food-security-indicators-for-algeria
Algeria - Food Security and Nutrition Indicators | Africa (original)
Size category: 1K<n<10K - Formats: parquet - Sector: humanitarian_development - 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 help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-faostat-food-security-indicators-for-algeria.africa-gabon-african-development-bank-food-security-prices-monthly-dece-fd105d61
African Development Bank, Food Security, Prices, Monthly, December 2011 | Africa (Gabon official open data)
541 rows - 1 Africa country - 2011 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Gabon as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: African Development Bank… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-gabon-african-development-bank-food-security-prices-monthly-dece-fd105d61.africa-cameroon-cameroon-aid-worker-security-database-2b15304f
Cameroon - Aid Worker Security Database | Africa (Cameroon official open data)
2,168 rows - 1 Africa country - 2001-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Cameroon as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Cameroon - Aid Worker Security Database… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cameroon-cameroon-aid-worker-security-database-2b15304f.africa-cameroon-african-development-bank-food-security-prices-monthly-dece-fd105d61
African Development Bank, Food Security, Prices, Monthly, December 2011 | Africa (Cameroon official open data)
541 rows - 1 Africa country - 2011 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Cameroon as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: African… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cameroon-african-development-bank-food-security-prices-monthly-dece-fd105d61.africa-cameroon-african-development-bank-food-security-december-2011-f783794e
African Development Bank, Food Security, December 2011 | Africa (Cameroon official open data)
43,983 rows - 1 Africa country - 2011 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Cameroon as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: African Development Bank, Food… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cameroon-african-development-bank-food-security-december-2011-f783794e.africa-guinea-bissau-african-development-bank-food-security-prices-monthly-dece-fd105d61
African Development Bank, Food Security, Prices, Monthly, December 2011 | Africa (Guinea-Bissau official open data)
541 rows - 1 Africa country - 2011 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Guinea-Bissau as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: African… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-guinea-bissau-african-development-bank-food-security-prices-monthly-dece-fd105d61.africa-namibia-african-development-bank-food-security-prices-monthly-dece-fd105d61
African Development Bank, Food Security, Prices, Monthly, December 2011 | Africa (Namibia official open data)
541 rows - 1 Africa country - 2011 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Namibia as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: African Development… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-namibia-african-development-bank-food-security-prices-monthly-dece-fd105d61.africa-comoros-african-development-bank-food-security-prices-monthly-dece-fd105d61
African Development Bank, Food Security, Prices, Monthly, December 2011 | Africa (Comoros official open data)
541 rows - 1 Africa country - 2011 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Comoros as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: African Development… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-comoros-african-development-bank-food-security-prices-monthly-dece-fd105d61.africa-togo-african-development-bank-food-security-prices-monthly-dece-fd105d61
African Development Bank, Food Security, Prices, Monthly, December 2011 | Africa (Togo official open data)
541 rows - 1 Africa country - 2011 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Togo as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: African Development Bank… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-togo-african-development-bank-food-security-prices-monthly-dece-fd105d61.africa-lesotho-african-development-bank-food-security-december-2011-f783794e
African Development Bank, Food Security, December 2011 | Africa (Lesotho official open data)
43,983 rows - 1 Africa country - 2011 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Lesotho as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: African Development Bank, Food… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-lesotho-african-development-bank-food-security-december-2011-f783794e.