---
license: cc-by-nc-nd-4.0
task_categories:
- video-classification
tags:
- ibeta
- fraud detection
- face recognition
- deep learning
- computer vision
- pad
- ' ISO 30107-3'
- presentation attacks
- liveness detection
size_categories:
- 10K<n<100K
---

# iBeta Level 2 Dataset: Presentation Attacks Liveness Detection & Verifications
The dataset consists of more than **32,300** spoofing attacks of **6** different types specifically curated for a passing **iBeta Level 2** and getting a certification. It is compliant with the **ISO 30107-3** standard, which sets the highest quality requirements for biometric testing and attack detection solutions. 

By geting the **iBeta Level 2 certification**, biometric technology companies demonstrate their commitment to developing robust and reliable biometric systems that can effectively detect and prevent fraud - 
**[Get the data](https://unidata.pro/datasets/ibeta-level-2-video-attacks/?utm_source=huggingface&utm_medium=cpc&utm_campaign=ibeta-level-2)**

## Attacks in the dataset
![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F22059654%2F352f8d1d97a5c1eb03967775f60fdcdb%2FFrame%20126%20(1).png?generation=1725872087101598&alt=media)

This dataset is designed to evaluate the performance of biometric authentication and identity recognition technology in detecting presentation attacks, it includes different pad tests.

**Videos in the dataset**:
1. **Real Person**: real videos of people
2. **2D Mask**: printed photos of people's faces cut out along the contour
3. **2D Mask with Eyeholes**: printed photos of people with holes for eyes
4. **Latex Mask**: latex masks on people
5. **Wrapped 3D Mask**: 3D cardboard mask attached to a mannequin
6. **Silicone Mask**: silicone masks on people

# 💵 Buy the Dataset: This is a limited preview of the data. To access the full dataset, please contact us at [https://unidata.pro](https://unidata.pro/datasets/ibeta-level-2-video-attacks/?utm_source=huggingface&utm_medium=cpc&utm_campaign=ibeta-level-2) to discuss your requirements and pricing options.

## Metadata for the dataset
Devices: **Mi10s, Google Pixel 4, Samsung Galaxy A03s, iPhone 11, iPhone SE 2**

Resolution: **1920 x 1080** and higher
![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F22059654%2F4ee72191bdbc72d18148ebf79a2bd591%2FFrame%20127.png?generation=1725878560196276&alt=media)

The iBeta Level 2 dataset is an essential tool for the biometrics industry, as it helps to ensure that biometric systems meet the highest standards of anti-spoofing technology. This dataset is used by various biometric companies in various applications and products to test and improve their *biometric authentication solutions, face recognition systems and facial liveness detection methods.*

# 🌐 [UniData](https://unidata.pro/datasets/ibeta-level-2-video-attacks/?utm_source=huggingface&utm_medium=cpc&utm_campaign=ibeta-level-2) provides high-quality datasets, content moderation, data collection and annotation for your AI/ML projects