datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
diseasesrisk-ledgerrisk-factors-verifyp2-etf-risk-parity-resultssearch_privacy_risk
Searching for Privacy Risks in LLM Agents via Simulation
Paper, Code
Authors: Yanzhe Zhang, Diyi Yang
Abstract
The widespread deployment of LLM-based agents is likely to introduce a critical privacy threat: malicious agents that proactively engage others in multi-turn interactions to extract sensitive information. These dynamic dialogues enable adaptive attack strategies that can cause severe privacy violations, yet their evolving nature makes it difficult to anticipate… See the full description on the dataset page: https://huggingface.co/datasets/SALT-NLP/search_privacy_risk.qasrisks-factorssentry-impact-risk
NASA Sentry: Earth Impact Risk Assessment
Credit: NASA/Johns Hopkins APL
Part of a dataset collection on Hugging Face.
Dataset description
Near-Earth objects with non-zero Earth impact probability from NASA JPL Sentry system.
The Sentry system, operated by NASA's Center for Near-Earth Object Studies (CNEOS) at the Jet Propulsion Laboratory, continuously monitors the most current asteroid catalog for possibilities of future Earth impact. Objects are listed… See the full description on the dataset page: https://huggingface.co/datasets/juliensimon/sentry-impact-risk.diverse_risk_acts_fixedT2I-RiskyPrompt-ImageDataset
T2I-RiskyPrompt-Derived Images
Overview
This image dataset is derived from the project T2I-RiskyPrompt. T2I-RiskyPrompt provides a hierarchical risk taxonomy (6 primary categories and 14 subcategories) and a set of 6,432 human-validated risky prompts, where each prompt is annotated with hierarchical labels and detailed risk reasons. This image dataset contains 20,373 images generated from SD3 and FLUX using T2I-RiskyPrompt, where each image is annotated with both… See the full description on the dataset page: https://huggingface.co/datasets/datarr/T2I-RiskyPrompt-ImageDataset.france-climate-risk-drias-tracc-2023
France Climate Risk DRIAS TRACC-2023
Ce dataset regroupe des fichiers NetCDF issus de DRIAS TRACC-2023 pour la France métropolitaine, organisés pour un usage plus simple.
Le dépôt contient des indicateurs climatiques :
pour les niveaux de réchauffement +2.0 °C, +2.7 °C et +4.0 °C ;
en produits multi-modèles ;
en produits par modèle ;
pour les valeurs absolues ;
ainsi que pour la période de référence historique.
Structure du dépôt
Le dépôt est organisé par niveau de… See the full description on the dataset page: https://huggingface.co/datasets/saadtaleb/france-climate-risk-drias-tracc-2023.maritime-bunker-consumption-voyage-plan-coherence-risk-v0.1What this repo is for
Detect when fuel burn stops matching voyage plan.
You use it to flag:
unexpected efficiency loss
reserve margin collapse
speed pushing fuel beyond plan
weather masking burn drift
Why it matters
Fuel is the largest variable cost in shipping
home-credit-default-riskRiskCase
AnchorSR RiskCase
This repository contains versioned diagnostic cohorts for reviewing automatic
quality-risk flags in AnchorSR datasets. A risk flag is a conservative review
trigger, not a confirmed error label.
Current cohort: Dataset-V4 review v1
The V4 cohort includes its selection methodology, structured risk evidence,
questions, answers/reasoning, original visual inputs, and a blank human-review
template. It is isolated from the official training-data repository and must… See the full description on the dataset page: https://huggingface.co/datasets/AnchorSR/RiskCase.llm-similarity-riskhome_credit_default_riskRisk-assessment-datasets
G-Health Risk Assessment Datasets
This repository contains the risk assessment training data used in G-Health, organized into four task types to support end-to-end health examination modeling.
Task Types Overview
1. Tabular Classification
The largest component, combining public and in-house datasets across a wide range of diseases and risk themes:
Diabetes (three complementary settings): pre-examination risk screening, classification based on… See the full description on the dataset page: https://huggingface.co/datasets/YDXX/Risk-assessment-datasets.adaption-defi-wallet-risk-classification
This dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-defi_wallet_risk_classification
This dataset contains prompt-completion pairs for classifying the 14-day risk outcomes of DeFi wallets on various EVM networks. Each entry provides behavioral features such as transaction counts, action ratios, and concentration metrics within a specific feature window to predict a binary risk label. The completions offer a concise justification for… See the full description on the dataset page: https://huggingface.co/datasets/samscript18/adaption-defi-wallet-risk-classification.adaption-defi-wallet-risk-classification-v1
This dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-defi_wallet_risk_classification
This dataset contains prompt-completion pairs for classifying the 14-day risk outcomes of DeFi wallets on various EVM networks based on behavioral features. Each sample provides wallet metrics such as transaction counts, action ratios, and concentration levels, followed by a binary risk label and a concise reasoning statement. The data is designed for… See the full description on the dataset page: https://huggingface.co/datasets/samscript18/adaption-defi-wallet-risk-classification-v1.gretel-financial-risk-analysis-v1
gretelai/gretel-financial-risk-analysis-v1
This dataset contains synthetic financial risk analysis text generated by fine-tuning Phi-3-mini-128k-instruct on 14,306 SEC filings (10-K, 10-Q, and 8-K) from 2023-2024, utilizing differential privacy. It is designed for training models to extract key risk factors and generate structured summaries from financial documents while demonstrating the application of differential privacy to safeguard sensitive information.
This dataset showcases… See the full description on the dataset page: https://huggingface.co/datasets/gretelai/gretel-financial-risk-analysis-v1.anthropic-ai-risk-evalsrisk-analysisclassification-itemseval-aware-llama-nem-base-activations-risk-scenariosDataShield-Sample-Risk
DataShield
This dataset releases sample-level risk scores for DataShield: Uncovering Risky Fine-Tuning Data Across LLMs Through Consensus Subspace Alignment, accepted to the EMNLP Main Conference.
For the method, code, and complete documentation, see the DataShield GitHub repository.
Dataset configurations
Configuration
Source dataset
Rows
dolly15k
databricks/databricks-dolly-15k
15,011
alpaca52k
tatsu-lab/alpaca
51,974
from datasets import… See the full description on the dataset page: https://huggingface.co/datasets/killdevil111/DataShield-Sample-Risk.CREST_riskdataUrban-Disaster-Risk-Resilience-and-Land-Indicators-For-African-Countries
Urban Disaster Risk Resilience and Land Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: csv - Sector: climate_environment - 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/Urban-Disaster-Risk-Resilience-and-Land-Indicators-For-African-Countries.home-credit-default-riskrisk-free
Dataset Card for Risk-Free Rate Dataset (tidy-finance/risk-free)
Pre-processed U.S. risk-free rates constructed from Treasury bill yields, designed for asset pricing, empirical finance, and reproducible workflows.
Dataset Details
Dataset Description
This dataset provides daily and monthly U.S. risk-free rates derived from FRED Treasury bill series:
TB3MS / DTB3 (3-month T-bill)
DTB4WK (4-week T-bill)
The series is spliced at 2001-07-01 to ensure… See the full description on the dataset page: https://huggingface.co/datasets/tidy-finance/risk-free.bank-model-risk-kg
Bank Model-Risk Knowledge Graph
520 nodes. 2,391 edges. A synthetic bank's entire model-risk inventory as a graph —
models, the data and assumptions behind them, their validations and findings, the regulations
that govern them, and the submissions and decisions they drive.
Built with Samyama Graph.
Generator and loader: samyama-ai/bank-model-risk-kg.
Entirely synthetic — this is the point, not a caveat
Every record here is generated. It represents no real… See the full description on the dataset page: https://huggingface.co/datasets/VaidhyaMegha/bank-model-risk-kg.