ud-biometrics/multi-material-fingerprint-spoofing

---
license: cc-by-nc-nd-4.0
task_categories:
- image-classification
tags:
- fingerprint spoofing
- biometric spoofing
- fingerprints
- biometric security
size_categories:
- 1K<n<10K
---
# Fingerprint Spoofing Dataset 4,000 photos
The dataset contains **4,000+** fingerprint images from **100** individuals, captured with a **ZKTeco ZK9500 optical scanner** and including real fingerprints and **spoofing attacks** created with alginate, plasticine, and silicone materials. It includes **metadata** (gender, age, finger, hand, device) and supports **biometric security** research, **presentation attack detection**, **spoof detection**, and **fingerprint recognition model** training.- **[Get the data](https://unidata.pro/datasets/multi-material-fingerprint-spoofing/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=multi-material-fingerprint-spoofing)**

## Dataset characteristics:
| Characteristic | Data |
|-------------------------|----------------------------------------------------------------------|
| Description | Fingerprint images were captured via four attack types: alginate, real, plasticine, and silicone |
| Data types | Image |
| Tasks | Spoof Detection, Classification |
| Number of images | 4000+ |
| Number of files in a set| 40 (10 real, 10 alginate, 10 plasticine, 10 silicone) |
| Type of attack | Alginate, real, plasticine, and silicone |
| Labeling | Metadata (gender, age, finger, hand, device) |
| Total number of people | 100 |

### 📊 Sample dataset available! For full access, [contact us](https://unidata.pro/datasets/multi-material-fingerprint-spoofing/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=multi-material-fingerprint-spoofing) to discuss purchase terms.

## Dataset structure
- Alginate — photos of alginate attack.
- Plasticine — photos of plasticine attack.
- Real — photos of real fingerprint.
- Silicone — photos of silicone attack.
- meta.xlsx - metadata for the dataset.

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## Similar Datasets:
1. [Forensic Fingerprint Dataset](https://unidata.pro/datasets/forensic-fingerprint-dataset/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=multi-material-fingerprint-spoofing)
2. [Biometric Fingerprint Spoofing Dataset](https://unidata.pro/datasets/biometric-fingerprint-spoofing/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=multi-material-fingerprint-spoofing)
3. [Open Palm Hand Images Dataset](https://unidata.pro/datasets/open-palm-hand-images/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=multi-material-fingerprint-spoofing)

## 🌐 [UniData](https://unidata.pro/datasets/multi-material-fingerprint-spoofing/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=multi-material-fingerprint-spoofing) - your trusted data partner. Unique, accurate, thoroughly collected and annotated data designed to fuel your AI/ML success.