---
license: cc-by-nc-nd-4.0
task_categories:
- video-classification
tags:
- Computer Vision
- Machine learning
- Security
- Anti-spoofing
- Liveness Detection
size_categories:
- 10K<n<100K
---
# 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**.

Ideal for training models and refining **anti-spoofing** methods, the dataset enhances **detection accuracy** in **biometric systems**. - **[Get the data](https://unidata.pro/datasets/2d-printed-mask-and-replay-attack-videos-dataset/?utm_source=huggingface&utm_medium=referral&utm_campaign=2d-printed-mask-dataset)**

## Example of the data 
![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F27063537%2F9c0b06aa82909632bd83a7048ac513ae%2FFrame%2052%20(2).png?generation=1755454141939894&alt=media)

## 💵 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/2d-printed-mask-and-replay-attack-videos-dataset/?utm_source=huggingface&utm_medium=referral&utm_campaign=2d-printed-mask-dataset) to discuss your requirements and pricing options.

Researchers can leverage this training data to improve detection accuracy, validate models trained on adversarial examples, and advance recognition systems against sophisticated masked attacks.

## 🌐 [UniData](https://unidata.pro/datasets/2d-printed-mask-and-replay-attack-videos-dataset/?utm_source=huggingface&utm_medium=referral&utm_campaign=2d-printed-mask-dataset) provides high-quality datasets, content moderation, data collection and annotation for your AI/ML projects