datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
attacks-monthly
attacks-monthly
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
Session… See the full description on the dataset page: https://huggingface.co/datasets/pyToshka/attacks-monthly.llm-prompt-injection-attacks
Prompt Injection Mechanisms Dataset
Overview
A 55,000-sample multi-label dataset for prompt injection detection in large language models.
Labels
- BENIGN
- JAILBREAK
- INSTRUCTION_OVERRIDE
- ROLE_HIJACK
- DATA_EXFILTRATION
Format
The dataset is provided in Apache Parquet format with train/validation splits.
Construction
The dataset was created by merging multiple public prompt-injection datasets and
re-annotating them using a… See the full description on the dataset page: https://huggingface.co/datasets/cyberec/llm-prompt-injection-attacks.attacks-daily
attacks-daily
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
Session… See the full description on the dataset page: https://huggingface.co/datasets/pyToshka/attacks-daily.geometry-of-harmfulness-in-multi-turn-attacks
Geometry of Harmfulness — Multi-Turn Attack Conversations
Raw multi-turn attack conversations accompanying the paper
The Geometry of Harmfulness in Multi-Turn Attacks. These are the conversations
from which the paper's hidden-state representations are extracted; the analysis
code lives in the companion repository.
Conversations were generated by running three multi-turn attack frameworks —
Crescendo, ActorAttack, and X-Teaming (attacker & judge: GPT-4o) —
against three… See the full description on the dataset page: https://huggingface.co/datasets/yelyzavetahusieva/geometry-of-harmfulness-in-multi-turn-attacks.agent-social-eng-attacks-sample
Dataset Description
Small sample of attack vectors involving a user attempt to exfiltrate information from a user, by means of social engineering technqiues.
Dataset Details
Created by: Always Further
License: CC BY 4.0
Language(s): [English
Dataset Size: 737
Data Splits
[train]
Usage
from datasets import load_dataset
dataset = load_dataset("always-further/agent-social-eng-attacks-sample/")
Limitations and Bias
Use… See the full description on the dataset page: https://huggingface.co/datasets/nolabs/agent-social-eng-attacks-sample.africa-terrorism-attacks-in-kenya
Terrorism Attacks in Kenya | Africa (original)
Size category: n<1K - 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
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-terrorism-attacks-in-kenya.africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-ebed880f
South Sudan Ssd Attacks On Aid Operations Education Health | Africa (Insecurity Insight)
16,432 rows - 1 Africa country/area - 2024-2026 - 26 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 16,432 rows from Insecurity Insight, covering South Sudan Ssd Attacks On Aid Operations Education Health. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-ebed880f.africa-somalia-somalia-som-attacks-on-aid-operations-education-food-and-w-cae90e93
Somalia Som Attacks On Aid Operations Education Food and W | Africa (Insecurity Insight)
36 rows - 1 Africa country/area - 2023-2025 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 36 rows from Insecurity Insight, covering Somalia Som Attacks On Aid Operations Education Food and W. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-somalia-somalia-som-attacks-on-aid-operations-education-food-and-w-cae90e93.africa-somalia-attacks-on-public-health-related-programmes-data-2200d2e0
Attacks On Public Health Related Programmes Data | Africa (Insecurity Insight)
1,180 rows - 1 Africa country/area - 2020 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 1,180 rows from Insecurity Insight, covering Attacks On Public Health Related Programmes Data. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-somalia-attacks-on-public-health-related-programmes-data-2200d2e0.africa-drc-attacks-on-health-care-data-00869950
Attacks on Health Care Data | Africa (DRC official open data)
27,168 rows - 1 Africa country - 2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from DRC 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: Attacks on Health Care Data
Publisher: Insecurity Insight
Resource:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-attacks-on-health-care-data-00869950.supply-chain-attacks-en
Software Supply Chain Attacks - English Dataset
The reference English dataset on software supply chain attacks.
This dataset contains detailed and structured information on supply chain attack vectors, real-world incidents, defense mechanisms, and 80 English Q&A pairs. It is designed for training, awareness, and fine-tuning language models specialized in cybersecurity.
Dataset Contents
Type
Count
Description
Attack Vectors
~30
Vectors organized by category… See the full description on the dataset page: https://huggingface.co/datasets/AYI-NEDJIMI/supply-chain-attacks-en.africa-mali-attacks-on-public-health-related-programmes-data-2200d2e0
Attacks on Public Health-Related Programmes Data | Africa (Mali official open data)
1,180 rows - 1 Africa country - 2020 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Mali 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: Attacks on Public Health-Related Programmes… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mali-attacks-on-public-health-related-programmes-data-2200d2e0.asia-owid-deaths-from-terrorist-attacks-by-method
Deaths From Terrorist Attacks By Method | Asia (Our World in Data)
🌏 2,178 observations · 46 Asia countries · 1970–2021 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 2,178 observations of Deaths From Terrorist Attacks By Method data across 46 Asia countries, spanning 1970–2021.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Deaths From Terrorist Attacks By Method… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-deaths-from-terrorist-attacks-by-method.africa-somalia-attacks-on-public-health-related-programmes-data-5735f657
Attacks On Public Health Related Programmes Data | Africa (Insecurity Insight)
44 rows - 1 Africa country/area - 2026 - 8 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 44 rows from Insecurity Insight, covering Attacks On Public Health Related Programmes Data. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-somalia-attacks-on-public-health-related-programmes-data-5735f657.africa-drc-democratic-republic-of-the-congo-cod-attacks-on-aid-operat-4de6ac3b
Democratic Republic of the Congo (COD): Attacks on Aid Operations, Education, Food and Water Systems, Health Care and IDP/Refugee Camps, and Conflict-Related or Political-Related Sexual Violence and Explosive Weapons Incident Data | Africa (DRC official open data)
9,334 rows - 1 Africa country - 2024-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from DRC as
ML-ready Parquet. The source file is the provenance… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-the-congo-cod-attacks-on-aid-operat-4de6ac3b.attacks-weekly
attacks-weekly
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
Session… See the full description on the dataset page: https://huggingface.co/datasets/pyToshka/attacks-weekly.africa-ai-llm-attacks
AI-Powered & LLM-Assisted Attacks (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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-ai-llm-attacks.africa-somalia-attacks-on-health-care-data-5f769d12
Attacks On Health Care Data | Africa (Insecurity Insight)
303,728 rows - 1 Africa country/area - 2024-2026 - 16 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 303,728 rows from Insecurity Insight, covering Attacks On Health Care Data. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Health datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-somalia-attacks-on-health-care-data-5f769d12.africa-mali-mali-mli-attacks-on-aid-operations-education-food-and-wate-71ab805e
Mali (MLI): Attacks on Aid Operations, Education, Food and Water Systems and Health Care | Africa (Mali official open data)
2,006 rows - 1 Africa country - 2024-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Mali 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:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mali-mali-mli-attacks-on-aid-operations-education-food-and-wate-71ab805e.africa-drc-attacks-on-public-health-related-programmes-data-c9b6cca6
Attacks on Public Health-Related Programmes Data | Africa (DRC official open data)
493 rows - 1 Africa country - 2018-2020 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from DRC 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: Attacks on Public Health-Related Programmes… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-attacks-on-public-health-related-programmes-data-c9b6cca6.africa-drc-democratic-republic-of-the-congo-cod-attacks-on-aid-operat-a325189a
Democratic Republic of the Congo (COD): Attacks on Aid Operations, Education, Food and Water Systems, Health Care and IDP/Refugee Camps, and Conflict-Related or Political-Related Sexual Violence and Explosive Weapons Incident Data | Africa (DRC official open data)
447 rows - 1 Africa country - 2019 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from DRC as
ML-ready Parquet. The source file is the provenance… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-the-congo-cod-attacks-on-aid-operat-a325189a.africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-0592c796
South Sudan Ssd Attacks On Aid Operations Education Health | Africa (Insecurity Insight)
8 rows - 1 Africa country/area - 2026 - 3 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 8 rows from Insecurity Insight, covering South Sudan Ssd Attacks On Aid Operations Education Health. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-0592c796.africa-mali-mali-mli-attacks-on-aid-operations-education-food-and-wate-9f0c8384
Mali (MLI): Attacks on Aid Operations, Education, Food and Water Systems and Health Care | Africa (Mali official open data)
30 rows - 1 Africa country - 2021 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Mali 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: Mali… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mali-mali-mli-attacks-on-aid-operations-education-food-and-wate-9f0c8384.africa-mali-mali-mli-attacks-on-aid-operations-education-food-and-wate-4e8d2884
Mali (MLI): Attacks on Aid Operations, Education, Food and Water Systems and Health Care | Africa (Mali official open data)
111 rows - 1 Africa country - 2025-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Mali 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:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mali-mali-mli-attacks-on-aid-operations-education-food-and-wate-4e8d2884.africa-ethiopia-attacks-on-aid-operations-education-health-and-protection
Ethiopia (ETH): Attacks on Aid Operations, Education, Health Care and IDP/Refugee Camps, and Conflict-Related Sexual Violence and Explosive Weapons Incident Data | Africa (original)
Size category: n<1K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-ethiopia-attacks-on-aid-operations-education-health-and-protection.asia-owid-deaths-from-suicide-and-non-suicide-terrorist-attacks
Deaths From Suicide And Non Suicide Terrorist Attacks | Asia (Our World in Data)
🌏 2,178 observations · 46 Asia countries · 1970–2021 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 2,178 observations of Deaths From Suicide And Non Suicide Terrorist Attacks data across 46 Asia countries, spanning 1970–2021.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Deaths From Suicide And… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-deaths-from-suicide-and-non-suicide-terrorist-attacks.africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-5c15ac8a
South Sudan Ssd Attacks On Aid Operations Education Health | Africa (Insecurity Insight)
154 rows - 1 Africa country/area - 2025-2026 - 7 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 154 rows from Insecurity Insight, covering South Sudan Ssd Attacks On Aid Operations Education Health. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-5c15ac8a.africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-32e6a4c7
South Sudan Ssd Attacks On Aid Operations Education Health | Africa (Insecurity Insight)
51 rows - 1 Africa country/area - 2023-2025 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 51 rows from Insecurity Insight, covering South Sudan Ssd Attacks On Aid Operations Education Health. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-32e6a4c7.africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-40d34f01
South Sudan Ssd Attacks On Aid Operations Education Health | Africa (Insecurity Insight)
31 rows - 1 Africa country/area - 2020 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 31 rows from Insecurity Insight, covering South Sudan Ssd Attacks On Aid Operations Education Health. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-40d34f01.africa-congo-attacks-on-health-care-data-00869950
Attacks on Health Care Data | Africa (Congo official open data)
27,168 rows - 1 Africa country - 2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Congo 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: Attacks on Health Care Data
Publisher: Insecurity Insight… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-congo-attacks-on-health-care-data-00869950.