datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
financial-ai-ctf-dataset
Financial AI Prompt Injection CTF Dataset
A dataset of 400 multi-turn conversations against a GPT-based AI financial assistant, collected during a live Capture-The-Flag (CTF) competition. The agent's system prompt embeds structured synthetic business data — settlement records with transaction IDs, amounts, vendors, and memos — that participants attempted to extract via conversational prompt injection.
Each flag is a structured settlement record with four fields: txnId, amount… See the full description on the dataset page: https://huggingface.co/datasets/verno-labs/financial-ai-ctf-dataset.pii-masking-financial-pfi-preview
👉 Looking for the newest release? The current flagship is ai4privacy/pii-masking-openpii-1.5m. 1.6M samples, 30 languages, 19 PII classes, Asia Pacific extension.?** The current flagship is ai4privacy/pii-masking-openpii-1m. 1.4M samples, 23 languages, 19 PII classes.
PII Masking Personal Financial Information (PFI) — Preview
50 sample entries from the PII-Masking-2M European release by AI4Privacy.
Source text and PII values are redacted in this preview. Contact us for full… See the full description on the dataset page: https://huggingface.co/datasets/ai4privacy/pii-masking-financial-pfi-preview.financial-ai-pit-integrity
Financial AI Point-in-Time Integrity Benchmark v1.1
AhaSignals · benchmark 1.1.0 · portable table distribution 2026-09-16-v1
Eight selected cases, five issuers, sixteen case-track prompts. All answers are public. This is a conformance suite, not a held-out test set or a representative sample of financial-data errors.
Inspect the cases · Paper on SSRN · Frozen dataset DOI · Scorer and source repository
What can be checked?
The tasks require a financial answer at an… See the full description on the dataset page: https://huggingface.co/datasets/AhaSignals/financial-ai-pit-integrity.financial-ai-ctf-dataset
Financial AI Prompt Injection CTF Dataset
A dataset of 400 multi-turn conversations against a GPT-based AI financial assistant, collected during a live Capture-The-Flag (CTF) competition. The agent's system prompt embeds structured synthetic business data — settlement records with transaction IDs, amounts, vendors, and memos — that participants attempted to extract via conversational prompt injection.
Each flag is a structured settlement record with four fields: txnId, amount… See the full description on the dataset page: https://huggingface.co/datasets/stykat/financial-ai-ctf-dataset.pii-masking-financial-pfi-400k
👉 Looking for the open multilingual baseline? Start with
ai4privacy/pii-masking-openpii-1.5m
(1.5M samples, 30 languages, open-PII taxonomy).
🇪🇺🌏 Personal Financial Information, Global PII Dataset
Part of PII-Masking-3M by Ai4Privacy, the global
(2M base + Asia Pacific) PII-masking corpus.
📖 More information: www.ai4privacy.com/datasets/pii-masking-3m-asia-pacific
Entries
PII Annotations
Labels
Languages
Regions
426,660
2,587,698
38
30
37… See the full description on the dataset page: https://huggingface.co/datasets/ai4privacy/pii-masking-financial-pfi-400k.pii-masking-financial-pfi-200k
👉 Looking for the newest release? The current flagship is ai4privacy/pii-masking-openpii-1.5m. 1.6M samples, 30 languages, 19 PII classes, Asia Pacific extension.?** The current flagship is ai4privacy/pii-masking-openpii-1m. 1.4M samples, 23 languages, 19 PII classes.
🇪🇺 Personal Financial Information — European PII Dataset
Part of PII-Masking-2M (2,717,080 entries) by AI4Privacy
Entries
PII Annotations
Labels
Languages
Regions
257,434
1,563,807
48
23
29… See the full description on the dataset page: https://huggingface.co/datasets/ai4privacy/pii-masking-financial-pfi-200k.financial-instructions-cleaned-2financial_support
Financial Support Conversations Dataset
This dataset contains 100 realistic financial support conversations between customers and agents. Each dialogue is 11 turns long and covers common banking and financial issues such as suspicious charges, failed wire transfers, fraud disputes, account management, and transaction problems. It is ideal for training AI assistants, chatbots, and customer support models for banks and financial institutions.
Dataset Structure
Each… See the full description on the dataset page: https://huggingface.co/datasets/ai-training-datasets/financial_support.