datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
3D_paper_mask_attack_dataset_for_Liveness
Liveness Detection Dataset: 3D Paper Mask Attacks
Paper mask attack dataset for training PAD and liveness detection models against low-cost 3D spoofing — 2,000+ videos on iOS and Android, ISO 30107-3 Level 1/2 attack category
What This Dataset Covers
2,000+ video recordings of 3D paper mask presentation attacks — masks with volumetric elements that simulate facial depth. Captured on iOS and Android devices, ~7 sec per video, with zoom-in/zoom-out phases for active… See the full description on the dataset page: https://huggingface.co/datasets/AxonData/3D_paper_mask_attack_dataset_for_Liveness.silicone-mask-attack
Silicone Mask Attack dataset
The dataset contains 6,500+ videos of attacks from 50 different people, filmed using 5 devices, providing a valuable resource for researching presentation attacks in facial recognition technologies. By focusing on this area, the dataset facilitates experiments designed to improve biometric security and anti-spoofing measures, ultimately aiding in the creation of more robust and reliable authentication systems.
By utilizing this dataset, researchers… See the full description on the dataset page: https://huggingface.co/datasets/UniDataPro/silicone-mask-attack.3d-mask-attack
3D Mask Attack for detection methods
Dataset comprises 3,500+ videos captured using 5 different devices, featuring individuals holding photo fixed on cylinder designed to simulate potential presentation attacks against facial recognition systems. It supports research in attack detection and improves spoofing detection techniques, specifically for fraud prevention and compliance with iBeta Level 1 certification standards.
By utilizing this dataset, researchers can enhance… See the full description on the dataset page: https://huggingface.co/datasets/UniDataPro/3d-mask-attack.latex-mask-attack
Face mask dataset for facial recognition
This dataset contains over 11,100+ video recordings of people wearing latex masks, captured using 5 different devices.It is designed for liveness detection algorithms, specifically aimed at enhancing anti-spoofing capabilities in biometric security systems.
By utilizing this dataset, researchers can develop more accurate facial recognition technologies, which is crucial for achieving the iBeta Level 2 certification, a benchmark for robust… See the full description on the dataset page: https://huggingface.co/datasets/UniDataPro/latex-mask-attack.adaptive-segmentation-mask-attack2D-mask-attack-dataset
2D Mask Attack Dataset - 26 436 videos
The dataset comprises 26,436 videos of real faces, 2D print attacks (printed photos), and replay attacks (faces displayed on screens), captured under varied conditions. Designed for attack detection research, it supports the development of robust face antispoofing and spoofing detection methods, critical for facial recognition security. — Get the data
Dataset characteristics:
Characteristic
Data
Description
Videos of… See the full description on the dataset page: https://huggingface.co/datasets/ud-biometrics/2D-mask-attack-dataset.