Commercial

Anti-Spoofing Replay Phone Videos Dataset

This anti-spoofing dataset contains over 38,000 live facial video recordings captured on mobile devices to support replay attack detection and biometric anti-spoofing research. With paired video sets, MP4/MOV formats, and rich metadata such as age, gender, and ethnicity, it provides reliable training data for face antispoofing, liveness detection, and secure biometric authentication systems.

Get in touch Download sample
  • Videos
    38,029
  • Sets
    20,018
Anti-Spoofing Replay Phone Videos Dataset
  • Facial Recognition
  • Liveness Detection
  • Security
  • Anti-spoofing
  • Computer Vision

This anti-spoofing dataset contains over 38,000 live facial video recordings captured on mobile devices to support replay attack detection and biometric anti-spoofing research. With paired video sets, MP4/MOV formats, and rich metadata such as age, gender, and ethnicity, it provides reliable training data for face antispoofing, liveness detection, and secure biometric authentication systems.

Get in touch Download sample
  • Facial Recognition
  • Liveness Detection
  • Security
  • Anti-spoofing
  • Computer Vision
  • Videos
    38,029
  • Sets
    20,018

Dataset Info

Characteristic Data
Description Live videos of people for anti-spoofing tasks
Data types Video
Tasks Face recognition, Face detection
Number of sets 20,018
Number of videos 38,029
Number of files in a set 2 videos
Labeling Only technical characteristics and metadata (age, gender, ethnicity)
Gender Male, Female
Download sample

Technical
Characteristics

Characteristic Data
Video extension MP4, MOV
Source and collection methodology: Data was collected via crowdsourcing platforms.

Dataset Use Cases

  • Financial Services & Digital Banking

    Strengthening Biometric Authentication Against Replay Attacks

    This anti-spoofing replay dataset supports banks and fintech platforms in training biometric authentication systems to detect replay attacks captured on mobile phones. The dataset contains real video recordings with facial features and presentation attacks, enabling accurate liveness detection, spoofing detection, and stronger biometric security during remote onboarding and identity verification.

  • Mobile Identity & Access Management

    Improving Face Recognition Security on Mobile Devices

    For mobile authentication providers, this anti-spoofing phone videos dataset helps refine face recognition and anti-spoofing algorithms under real-world conditions. By covering spoofing techniques such as replay attacks and printed photo attempts, it improves recognition systems designed to identify fake users and reduce fraud across mobile devices.

  • Government & Border Control Systems

    Reliable Face Antispoofing for Identity Verification

    Public sector identity systems use this biometric anti-spoofing dataset to enhance presentation attack detection in facial recognition workflows. The diverse video clips support training data for detecting spoofing attempts, ensuring secure identity checks in e-government services, digital IDs, and controlled-access environments.

  • AI Security & Computer Vision Research

    Training Robust Anti-Spoofing Detection Models

    Researchers and solution developers rely on this anti-spoofing dataset to benchmark detection systems and develop effective anti-spoofing solutions. With annotated video recordings from mobile phones, the dataset enables testing of spoofing attacks, replay detection, and deepfake detection methods for next-generation biometric security technologies.

FAQs

What is included in the anti-spoofing replay dataset?
The dataset consists of 38,029 phone-recorded video clips organized into 20,018 sets. Each set contains two videos designed to support spoofing detection and face recognition training.
What types of annotations are provided in this dataset?
The dataset includes technical metadata such as age, gender, and ethnicity. These annotations support demographic analysis and model evaluation without exposing sensitive personal information.
What video formats and technical characteristics are available?
All video recordings are provided in MP4 and MOV formats. The dataset is optimized for use in biometric systems, recognition algorithms, and anti-spoofing detection pipelines.
Can I request a sample of the anti-spoofing dataset before purchasing?
Yes. You can request a sample to evaluate video quality, metadata structure, and suitability for anti-spoofing algorithms. Sample data helps validate performance for face recognition, replay attack detection, and biometric authentication systems.
How was the anti-spoofing replay data collected?
Data was collected via crowdsourcing platforms using mobile phone cameras. This approach ensures diverse recording conditions and realistic replay attack scenarios for training detection systems.
How are Unidata datasets licensed?
Unidata follows a dual-licensing model. Free samples are available for testing and evaluation, while full anti-spoofing datasets are accessible exclusively through purchase.
Do Unidata datasets comply with GDPR and data privacy regulations?
Yes. All datasets are curated in compliance with GDPR and applicable data protection laws. Data is collected from legally permissible sources to ensure ethical use in biometric security and research.
How are Unidata datasets stored and secured?
All datasets are stored on AWS cloud infrastructure with security controls aligned to ISO 27001 and ISO 27701 standards. This ensures secure access, scalability, and privacy-focused data management.
How long does it take to receive the dataset after purchase?
After submitting a request, Unidata reviews the requirements and completes documentation. Once agreements and payment are finalized, the dataset is delivered within 3–10 days.
Still have questions about using Unidata datasets? Read our user-guides

Unidata Cases

Digital Tree Passport Annotation for Forest Mapping

  • Forestry Monitoring & GIS
  • 2 months
  • 200,000 trees, 10 species classes
Learn more

License Plate Annotation for Vehicle Recognition System

  • 100,000 images with detailed license plate markup (bounding boxes, digits, regional symbols)
  • 2 weeks
Learn more

Sentiment Annotation for Brand Monitoring

  • Marketing & Consumer Insights
  • 12,000 text samples, 3 sentiment classes (positive, negative, neutral)
  • 3 weeks
Learn more

Surveillance Video Annotation for Entrance Monitoring

  • Surveillance & Security
  • 90 minutes of video from three cameras, approximately 50-60 thousand frames
  • 2 week
Learn more

Similar Datasets

Why Companies Trust Unidata's Datasets

Share your project requirements, we handle the rest. Every service is tailored, executed, and compliance-ready, so you can focus on strategy and growth, not operations.

70+ Datasets

  • Finance, IT, E-commerce, Retail, Healthcare and 14+ Industries
  • Multiple supported formats
01

Unique & Diverse Data

  • Diversity in ethnicity, age, country, gender, and more
  • Exclusively collected data, not available from open sources
02

Custom Dataset Solutions

  • No manual collection needed from your side; we handle everything
  • Up to 70% cheaper than in-house
03

100% Legal, Secure & Compliant

  • Curated and legally sourced
  • AWS ISO 27001/27701
04

Smooth Collaboration & Fast Delivery

  • 87% of datasets delivered in 3–10 days
  • Dedicated PM, Europe-timezone communication
05

Need Proof?

See the results we've delivered for leading tech companies and startups.

Explore 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.

Trusted by the world's biggest brands

Our Clients Love Us

Enterprise Document Automation

Document AI Lead

The dataset gave us strong value for both pilot and early-stage testing. We plan to broaden coverage as deployment scales.

Identity Verification Lab

Deputy Director

The data was good. We passed PAD level 1 from iBeta.

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
    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.