datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
scam-ads-detection-datasetphone-scam-detection-syntheticGenerated using Llama 8B model
Contains 1800 synthetic dialogues
Varied conversation lengths (short/medium/long)
Different fraud subtlety levels
Balanced labels (legitimate vs fraudulent)
3 fraud types covered (support, ssn, refund)
scamshield-scam-detection-data
ScamShield — Scam Detection Dataset
Training data used to fine-tune the ScamShield scam detection model, which powers the ScamShield Chrome extension — an on-device scam, phishing, and fake job-offer detector.
Dataset Structure
File
Description
Rows
train.csv
Training split (see composition below)
~19,000
validation.csv
Validation split (original data only)
~2,300
test.csv
Held-out test split (original data only)
~2,300
Each row has:
text —… See the full description on the dataset page: https://huggingface.co/datasets/Him1304/scamshield-scam-detection-data.Scam-Religious-Detection
Scam Religious Detection Dataset
This dataset is designed for detecting religious-based scams, particularly on social media platforms like Twitter. It contains a collection of tweets categorized into various classes to facilitate the training of machine learning models for scam detection.
Dataset Details
Dataset Name: Scam-Religious-Detection
Primary Language: Arabic (ar)
License: MIT
Total Size: ~4.89 GB
Dataset Structure
The dataset consists of several CSV… See the full description on the dataset page: https://huggingface.co/datasets/abdessamad-bourkibate/Scam-Religious-Detection.adaption-job-scam-detection
This dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-job_scam_detection
This dataset contains pairs of job advertisement prompts and binary classifications indicating whether each posting is legitimate or fraudulent. The samples include detailed company profiles, job descriptions, and requirements used to train models for identifying employment scams. Each entry is formatted as a prompt asking for a single-word decision followed by the… See the full description on the dataset page: https://huggingface.co/datasets/Fernandosr85/adaption-job-scam-detection.scamshield-scam-detection-data
ScamShield — Scam Detection Dataset
Training data used to fine-tune the ScamShield scam detection model, which powers the ScamShield Chrome extension — an on-device scam, phishing, and fake job-offer detector.
Dataset Structure
File
Description
Rows
train.csv
Training split (see composition below)
~19,000
validation.csv
Validation split (original data only)
~2,300
test.csv
Held-out test split (original data only)
~2,300
Each row has:
text —… See the full description on the dataset page: https://huggingface.co/datasets/rehan-ml/scamshield-scam-detection-data.scam-detection-logsClimate_advisory_and_scam_detection
Adaption Upload Bundles
Generated by scripts/grade_a_rebuild.py with blueprint grade_a_2026_04_30.
File
Use
instruction_dataset_main.jsonl
Full structured instruction upload (1680 rows)
instruction_dataset_smoke.jsonl
50-row smoke test, 5 languages x 5 formats x 2 rows
instruction_dataset_smoke_v2.jsonl
Same smoke set for the previous filename expected by notes
preference_pairs_scams.jsonl
Mirrored genuine-vs-scam preference pairs (120 pairs)
Hard rules:… See the full description on the dataset page: https://huggingface.co/datasets/sahilmaniyar888/Climate_advisory_and_scam_detection.scam-detection-feedbackdiscord_scam_detectionindian-scam-detectionscam-detection-dataUsing the Dataset
The dataset used for training and evaluation is available here. You can load it using the datasets library:
from datasets import load_dataset
# Load the dataset
dataset = load_dataset("SparkyPilot/scam-detection-data")
# Explore the dataset
print(dataset["train"][0]) # Print the first example in the training set
The link for the datasets taken from different sources are mentioned down here -
spam.csv [https://www.kaggle.com/datasets/uciml/sms-spam-collection-dataset]… See the full description on the dataset page: https://huggingface.co/datasets/SparkyPilot/scam-detection-data.