datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
ae-signal_processing_attacks_whisper_librispeechcl-signal_processing_attacks_whisper_librispeech
Dataset Card for "cl-signal_processing_attacks_large"
More Information needed
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.mcl-signal_processing_attacks_whisper_librispeech
Dataset Card for "mcl-signal_processing_attacks_large"
More Information needed
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.ABRobOcular_Attacks
ABRobOcular: Ocular Adversarial Dataset
This repository contains the official public dataset for the paper: Adversarial benchmarking and robustness analysis of datasets and tools for ocular-based user recognition funded by the NSF award no. 2345561.
Paper: Neurocomputing 2025 ABRobOcular
Code: Bharath-K3/ABRobOcular
Figure: A taxonomy of adversarial attacks and defenses in ocular biometrics categorizing attacks into white-box (e.g., BIM, CW, FGSM, MIM, PGD) and black-box (e.g.… See the full description on the dataset page: https://huggingface.co/datasets/BharathK333/ABRobOcular_Attacks.cl-signal_processing_attacks_assembly_commonvoice
Dataset Card for "cl_signal_processing_attacks_assembly_commonvoice"
More Information needed
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.cl-signal_processing_attacks_whisper_commonvoice
Dataset Card for "cl_signal_processing_attacks_whisper_commonvoice"
More Information needed
cl-signal_processing_attacks_assembly_librispeech
Dataset Card for "cl-signal_processing_attacks_assembly_librispeech"
More Information needed
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.