Commercial

iBeta Level 2 Dataset

The dataset validates biometric systems against advanced presentation attacks and supports successful compliance with iBeta Level 2 Presentation Attack Detection certification for liveness detection in security applications

Request a demo
  • Videos
    32,300
  • iBeta Level 2 Completion
    100%
  • Types of Attacks
    6
  • Facial Recognition
  • iBeta
  • Liveness Detection
  • Security
  • Anti-spoofing
  • Computer Vision
  • Videos
    32,300
  • iBeta Level 2 Completion
    100%
  • Types of Attacks
    6

Dataset Info

Characteristic Data
Description Videos of people for training algorithms to detect attempts to hack biometric systems.
Data types Video
Tasks Face recognition, Computer Vision
Total number of files 32 300
Labeling Only technical characteristics and metadata (age, gender, ethnicity)
Gender Male, Female
Ethnicity Caucasian (90%), African (10%)
Number of attributes 31
Type of attack Real Person, 2D mask, 2D mask with eyeholes, latex mask, wrapped 3D mask, silicone mask
Download sample

iBeta Level 2 Dataset

Statistics

Attacks in the dataset
Gender of the unique people:
Ethnicity of the unique people:

Technical
Characteristics

Characteristic Data
Video Extensions mp4, MOV
Video Resolutions Min = 1920х1080, Max = 3840х2160
Video duration 4 second
Number of backgrounds 9
Video overlap No more than 5%
Devices Mi10s, Google Pixel 4, Samsung Galaxy A03s, iPhone 11, iPhone SE 2, etc.
Source and collection methodology: Data was collected via crowdsourcing platforms.

Dataset Use Cases

  • Financial Services

    Advanced Fraud Detection and Compliance

    The iBeta Level 2 Certification Dataset is essential for banks and fintech companies that require higher standards of biometric security. By training and testing authentication systems on complex presentation attacks, institutions strengthen their ability to prevent spoofing attempts before they lead to identity fraud. This liveness detection dataset supports certification processes, ensures alignment with accredited biometrics guidelines, and helps deliver safer digital identity solutions.

  • Biometrics and Technology Industry

    Strengthening Biometric Security Solutions

    For technology companies and research groups, the iBeta Level 2 dataset offers valuable biometric data for improving recognition technology and detection solutions. It allows developers to validate biometric systems, measure testing capabilities, and refine authentication solutions that resist increasingly sophisticated attack detection scenarios. By supporting ibeta certification requirements, the dataset drives innovation across the biometrics industry and reinforces independent quality standards for global biometric security.

  • Certification & Compliance Testing

    Supporting Accredited Quality Assurance

    The iBeta dataset is widely used in certification processes and independent testing to validate authentication solutions against level 2 requirements. Accredited laboratories rely on it to benchmark biometric evaluations and confirm independent quality. This ensures compliance with international standards and strengthens confidence in the biometrics industry.

FAQs

What is included in this dataset?
iBeta Level 2 Dataset consists of 32,300 videos featuring real persons and multiple attack types such as 2D masks, latex masks, silicone masks, and 3D masks. It includes male and female actors across diverse ethnicities (Caucasian 90%, African 10%), with annotations for age, gender, and technical attributes.
What is this dataset used for?
The dataset is designed for biometrics testing, face recognition, and computer vision tasks, especially for developing detection solutions against presentation attacks. It supports IBeta certification workflows, independent testing, and biometric evaluations for biometric security and authentication systems.
What formats and specifications are provided in this dataset?
Videos are delivered in MP4 and MOV formats with resolutions ranging from 1920×1080 to 3840×2160. Each video is around 4 seconds long, captured across 9 backgrounds using devices like iPhone 11, Google Pixel 4, Mi10s, and Samsung Galaxy A03s, ensuring independent quality and broad device coverage.
Still have questions about using Unidata datasets? Read our user-guides

Similar Datasets

What our clients are saying

UniData

4 3 Reviews

PA

Paul 2025-02-21

Very Positive Experience!

The team was very responsive when requesting a specific dataset, and was able to work with us on what data we specifically needed and custom pricing for our use case. Overall a great experience, and would recommend them to others!

TH

Thorsten 2025-01-09

Very good experience

We got in touch with UniData to buy several datasets from them. Communication was very cooperative, quick, and friendly. We were able to find contract conditions that suited both parties well. I also appreciate the team's dedication to understand and address the needs of the customer. And the datasets we bought from UniData matched with our expectations.

Max Crous 2024-10-08

Data purchase

Our team got in touch with UniData for purchasing video data. The team at UniData was transparent, timely, and pleasant to communicate and negotiate with. Their samples and descriptions aligned well with the data we received. We will certainly reach out to UniData again if we're in search of 3rd party video data.

Abhijeet Zilpelwar 2025-02-26

Data is well organized and easy to…

Data is well organized and easy to consume. We could download and use it for training within few hours of receiving the data links.

Why Choose Us

Unidata offers unparalleled expertise in AI data solutions, delivering superior data quality and optimized workflows

Expertise

Our team consists of industry-leading experts in AI data solutions

Quality

We ensure superior data quality to maximize your AI project's potential

Efficiency

Our optimized workflows accelerate your model training processes

Proven Results

Our track record of case studies demonstrates our ability to deliver outstanding outcomes

Customization

Our track record of case studies demonstrates our ability to deliver outstanding outcomes

Support

We provide ongoing support and consultation to ensure continuous success
background
team
1000 +
full-time assessors

Ready to get started?

Tell us what you need — we’ll reply within 24h with a free estimate

    What service are you looking for? *
    What service are you looking for?
    Data Labeling
    Data Collection
    Ready-made Datasets
    Human Moderation
    Medicine
    Other (please describe below)
    What's your budget range? *
    What's your budget range?
    < $1,000
    $1,000 – $5,000
    $5,000 – $10,000
    $10,000 – $50,000
    $50,000+
    Not sure yet
    Where did you hear about Unidata? *
    Where did you hear about Unidata?
    Head of Client Success
    Andrew
    Head of Client Success

    — I'll guide you through every step, from your first
    message to full project delivery

    Thank you for your
    message

    It has been successfully sent!

    We use cookies to enhance your experience, personalize content, ads, and analyze traffic. By clicking 'Accept All', you agree to our Cookie Policy.