3D Paper Mask Attack Dataset

3D Paper Mask Liveness Detection Dataset

There are >2K videos with 40+ participants tailored 

for iBeta level 1 certification

Check samples on Kaggle

Successfull Spoofing attack on a Liveness test by Doubango 

Introduction

This dataset focuses on 3D volume based paper attack. This dataset creates volume based elements such as nose, shoulders, forehead. Those are considered advanced paper attakcs usefull for both PAD level 1 and level 2 liveness tests

Dataset summary

This comprehensive 3D Paper Mask Attack Dataset specializes in volumetric presentation attacks for advanced Presentation Attack detection (PAD) training. Our dataset features sophisticated 3D paper attacks with volumetric elements including nose protrusion, shoulder definition, and forehead depth – essential for iBeta Level 1 and Level 2 liveness certification preparation

Dataset features

  • 40+ Diverse Participants representing balanced demographics
  • Dual Platform Capture: iOS and Android devices
  • Video Duration: ~7 seconds per attack scenario
  • Multiple Frame Rates: Optimized for various detection algorithms
  • Ethnic Diversity: Caucasian, Black, and Asian participants
  • Gender Balance: Equal male/female representation
  • This dataset can be integrated into bundles

Samples of video attacks:

Advanced Attack Scenarios

  • Testing: Zoom in/out phases included
  • Variable Paper Types: Multiple paper textures and qualities
  • Environmental Variations: Different lighting and background conditions

Technical Specifications

  • Multi-Device Compatibility: Low-end to high-end capture devices
  • Resolution Variety: Multiple capture qualities for robust training
  • Standardized Format: Compatible with major ML frameworks
  • Quality Assurance: Professional data collection standards

Use Cases & Applications

  • Liveness Detection Model Training: High-accuracy spoofing detection
  • iBeta Certification Preparation: Pre-certification model validation
  • Anti-Spoofing Research: Academic and commercial research projects
  • Biometric Security Systems: Enterprise-grade authentication solutions
  • Facial Recognition Enhancement: Improved security layer implementation 

How industry leaders achieve superior liveness detection with our dataset

ibeta3

Master iBeta3 liveness detection testing and strengthen security against face anti-spoofing with clear requirements, metrics, and examples

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iBeta ISO 30107 Liveness trends 2024 FY

Beta ISO 30107 Liveness trends 2024 FY March, 2025, by Axon Labs Table of Contents Introduction to iBeta Certification iBeta is one of the leading testing labs for biometric systems, providing crucial certifications that ensure a system can accurately differentiate between real users and fraudulent entities. For companies in the e-KYC (electronic Know Your Customer) industry, achieving iBeta certification signals credibility and robust security measures. In the face of increasing presentation attack detection (PAD) threats, certification becomes a key element for anti-fraud biometric solutions. Currently, less than 10% of companies in the e-KYC sector hold iBeta certification, indicating its selectivity and the stringent criteria involved in passing the tests. Overview of iBeta Certification Levels iBeta offers two levels of certification: Level 1: Tests against simpler 2D attacks, such as photos or videos used to impersonate users. Level 2: More advanced, testing systems’ resilience against sophisticated 3D attacks, including silicone masks. Source: BTG Labs  How many companies are already certified? Approximately 100 companies operating in the e-KYC market are iBeta certified for both levels over 7 years. This underscores the importance of understanding the iBeta testing process for those seeking regulatory compliance. Regional Distribution of Certifications Asia-Pacific continues to dominate iBeta certifications, accounting for 50% of all issued certificates in 2025. Key market hubs include Vietnam, Singapore, France, Brazil, and the U.S.  Key Companies Leading the Certifications Asia is a leading region with 50% of certifications in 2024. Other country hubs for e-KYC providers: Vietnam, Singapore, France, Brazil, and the US. e-KYC companies: 1Kosmos, Luxand, IDEMIA, Thales Group, Veriff, Suprema, Shufti Pro, Facia, Alchera, WINNING.I, Topaz, Idwall — 50% Financial and payment services: Befinancial, Grab, Shopee, Advance Intelligence, GoTo, VIDA Digital, MOMO, VNPAY, Payface, E.SUN — 40% Technology and IT companies: Tencent, Verichains, Olimpia IT — 10% Active vs. Passive Liveness Testing A notable trend in 2024 is the growing preference for passive liveness detection, which accounts for 55% of all certifications. This method offers a more seamless user experience compared to active detection. This is an important point in passive vs active liveness comparison. Additionally, 65% of the certifications issued this year were for Level 1, which focuses on simpler attack vectors. Devices Used for iBeta Testing Android devices continue to be the primary choice for biometric testing, representing 60% of all certifications. Companies typically use modern Android phones and slightly older iPhones for evaluation. Mobile biometric testing plays a key role. The average age of smartphones used in testing was three years, with the most popular devices being: Samsung Galaxy S23  Google Pixel 8  iPhone 13  About Axon Labs Axon Labs offers high-quality, ready-to-use data to help your model pass certification on the first try. Our datasets, including small test samples, allow you to validate and refine your model before final testing. Yes, investing  in quality data may come at a higher cost, but it will pay off by saving you from repeated attempts and delays. Turn to us, and we’ll provide everything you need to successfully achieve iBeta certification. Receive the full research in pdf format Submit your email and we’ll send you the complete report, “iBeta Liveness trends 2024 FY” directly to your inbox Learn More

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Potential customisation options:

  • Filming videos attacks with targeted movements (E.g. – Zoom In / Zoom Out)
  • Filming videos attacks for you on target devices (for example, webcams)
  • Using your SDK for custom attack scenarios spoofing your ML model
  • Use RGB and USB cameras to support diverse research and testing needs

Related Datasets

Legal & Compliance

We prioritize data privacy, ethical AI development, and regulatory compliance. Our Silicone Mask Attack Dataset is collected and processed in full accordance with global data protection standards including GDPR, ensuring legality, security, and responsible AI practices

Sample dataset

A sample version of this dataset is available on Kaggle. Leave a request for additional samples in the form below

Have a question?

We collect data from our internal team. All information is further verified by our specialists

Once your enquiry has been sent, we will contact you to discuss the details and complete the necessary paperwork. The timing of receiving the dataset depends on the specific request and additional requirements

Our unique selling point is to provide legally clean datasets to our customers. We obtain the consent from all the participants to use their data for AI model development. We are able to provide comprensive reporting on the licensing, data collection and privacy compliance of our datasets. Although there seems to be a diverse response to how to control AI development and deployment, we are able to service global customers seeking to launch global AI products.

The dataset follows iBeta testing protocols and includes diverse attack scenarios that mirror real-world spoofing attempts. It covers both passive and active liveness testing requirements with proper demographic representation and standardized capture conditions essential for certification preparation

The price depends on your specific requirements. Please submit a request to receive a free consultation

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High-quality biometric datasets for real-world AI

Contacts

UAE, Ajman

sales@axonlabs.pro

High-quality biometric datasets for real-world AI

Contacts

UAE, Ajman

sales@axonlabs.pro

High-quality biometric datasets for real-world AI

Contacts

UAE, Ajman

sales@axonlabs.pro

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© 2022 – 2024 Copyright protected.