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# iBeta Level 1 Dataset: Facial Liveness Detection and Anti-Spoofing
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The dataset consists of more than **28,800** video attacks of **7** different types specifically curated for a passing **iBeta Level 1** 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.
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By geting the **iBeta Level 1 certification**, biometric technology companies demonstrate their commitment to developing robust and reliable biometric systems that can effectively detect and prevent fraud
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## Attacks in the dataset
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![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F22059654%2Fcbfe41005e61c371f8ad6956efdf25e9%2FFrame%20120%20(1).png?generation=1724161454268271&alt=media)
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# iBeta Level 1 Dataset: Facial Liveness Detection and Anti-Spoofing
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The dataset consists of more than **28,800** video attacks of **7** different types specifically curated for a passing **iBeta Level 1** 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.
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By geting the **iBeta Level 1 certification**, biometric technology companies demonstrate their commitment to developing robust and reliable biometric systems that can effectively detect and prevent fraud -
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**[get the data](https://unidata.pro/datasets/ibeta-level-1-video-attacks/?utm_source=huggingface&utm_medium=cpc&utm_campaign=ibeta-level-1).**
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## Attacks in the dataset
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![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F22059654%2Fcbfe41005e61c371f8ad6956efdf25e9%2FFrame%20120%20(1).png?generation=1724161454268271&alt=media)
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