| --- |
| license: cc-by-nc-nd-4.0 |
| task_categories: |
| - video-classification |
| language: |
| - en |
| tags: |
| - ibeta |
| - replay attack |
| - video |
| - liveness detection |
| - biometric |
| - anti-spoofing |
| dataset_info: |
| features: |
| - name: file |
| dtype: string |
| - name: phone |
| dtype: string |
| - name: computer |
| dtype: string |
| - name: gender |
| dtype: string |
| - name: age |
| dtype: int16 |
| - name: country |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 1418 |
| num_examples: 24 |
| download_size: 573934283 |
| dataset_size: 1418 |
| size_categories: |
| - 10K<n<100K |
| --- |
| |
| # Antispoofing Replay Dataset |
| The dataset consists of videos of replay attacks played on different models of MacBooks. The dataset solves tasks in the field of anti-spoofing and it is useful for buisness and safety systems. |
|
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| The dataset includes: **replay attacks** - videos of real people played on a computer and filmed on the phone. |
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|  |
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| # The dataset is created on the basis of [iBeta Level 1 Dataset](https://unidata.pro/datasets/ibeta-level-1-video-attacks/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=MacBook-Attacks-Dataset) |
|
|
| # Content |
| The folder "attacks" includes videos of replay attack |
| ### Models of MacBooks in the datset: |
| - MacBook 13 |
| - MacBook Air |
| - MacBook Air 7 |
| - MacBook Air 11 |
| - MacBook Air 13 |
| - MacBook Air M1 |
| - MacBook Pro 12 |
| - MacBook Pro 13 |
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| ### File with the extension .csv |
| includes the following information for each media file: |
|
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| - **file**: link to access the replay video, |
| - **phone**: the device used to capture the replay video, |
| - **computer**: the device used to play the video, |
| - **gender**: gender of a person in the video, |
| - **age**: age of the person in the video, |
| - **country**: country of the person |
|
|
| ## 👉 Legally sourced datasets and carefully structured for AI training and model development. Explore samples from our dataset of 25,000+ human images & videos - [Full dataset](https://unidata.pro/datasets/ibeta-level-1-video-attacks/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=MacBook-Attacks-Dataset) |
|
|
| #**🚀 You can learn more about our high-quality unique datasets [here](https://unidata.pro/datasets/ibeta-level-1-video-attacks/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=MacBook-Attacks-Dataset)** |
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| *keywords: ibeta level 1, ibeta level 2, liveness detection systems, liveness detection dataset, biometric dataset, biometric data dataset, biometric system attacks, anti-spoofing dataset, face liveness detection, deep learning dataset, video replay attack, replay attack dataset, replay attack database, replay mobile dataset, video attack attempts, face spoofing database, face anti-spoofing, face recognition, face detection, face identification, human video dataset, video classification dataset, macbooks, apple, attacks classification, security of personal data, fraud detection, fraud recognition, large-scale face anti spoofing, rich annotations anti spoofing dataset, display spoof attack* |
