Anti-Spoofing dataset by TrainingData.pro product image in hero

Anti-Spoofing dataset by TrainingData.pro

TrainingData
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Data Samples
#
selfie_link
video_link
worker_id
country
gender
selfie_file_type
video_file_type
1 xxxxxxxxxx Xxxxxxxxx xxxxxx xxxxxxxxxx Xxxxx Xxxxxx Xxxxxxxxxx Xxxxxx Xxxxxxxxx
2 Xxxxxxxxxx xxxxxxxxx Xxxxxxxxx xxxxxxxxx Xxxxxxx xxxxxx Xxxxx xxxxxxxxxx xxxxxx
3 Xxxxxxxxxx xxxxxx Xxxxx Xxxxxx xxxxx xxxxxxxx xxxxxxx Xxxxx Xxxxxxxx
4 xxxxxxxxxx xxxxxx Xxxxxxxxx xxxxxx Xxxxxxxxx Xxxxxxxxx xxxxxxxxxx Xxxxxx Xxxxx
5 xxxxxx xxxxxxx xxxxxxx Xxxxx xxxxxx Xxxxxxxxxx xxxxxxxx xxxxxx Xxxxx
6 Xxxxxxx xxxxxx Xxxxxxxx Xxxxxxx Xxxxx xxxxxx xxxxxxxxxx Xxxxx xxxxxxxxxx
7 xxxxxxxxx Xxxxxxx xxxxxxxx xxxxxxxx Xxxxxxxxxx Xxxxxxxx Xxxxxxxx xxxxxxxxx Xxxxxxxxxx
8 Xxxxxx Xxxxxxxxx xxxxx xxxxxxx xxxxxxxxx Xxxxxx Xxxxxxx Xxxxxxxxx xxxxxxxxx
9 xxxxxxxxx Xxxxx xxxxxxxx Xxxxxxx xxxxxxxxx Xxxxxxx xxxxx Xxxxxxx xxxxxxx
10 Xxxxx xxxxxxxxxx Xxxxxxx Xxxxx xxxxxxxxxx Xxxxxx xxxxxx Xxxxxxxxx xxxxx
... Xxxxxxxxxx xxxxxx xxxxx xxxxxxxx Xxxxxx Xxxxxxxxxx xxxxxxxxx Xxxxxxxxxx xxxxxxxx
Sign In To Preview Data
Volume
44.8K
videos and selfies with people
Data Quality
97%
unique people
Avail. Formats
.bin, .json, and .xml
File
Coverage
215
Countries
History
3
years

Data Dictionary

[Sample] live_30.csv
Attribute Type Example Mapping
String ******## Phone Number
selfie_link
String 0001e96803--6238f1fa0478c01e4272b19c/live_selfie.jpg
video_link
String 0001e96803--6238f1fa0478c01e4272b19c/live_video.MOV
worker_id
String 1692c0cc5e15f4d0b4eedd278b76fae6
Integer ## Contact Age
country
String IN
gender
String ****
selfie_file_type
String jpg
video_file_type
String MOV
Product Attributes
Attribute Type Example Mapping
String ******## Brand Name
String 0001e96803--6238f1fa0478c01e4272b19c/live_selfie.jpg Product URL
String 0001e96803--6238f1fa0478c01e4272b19c/live_video.MOV Product URL
String 1692c0cc5e15f4d0b4eedd278b76fae6 Product ID
Integer ## Contact Age
String IN Country Name
String **** Contact Gender
selfie_file_type
jpg
video_file_type
MOV

Description

44,800 videos and selfies with people 26,590 attack replays from 5,600 devices 25,000 attacks with A4 printed photos 22,000 attacks with printed 2d masks
Trainingdata's Anti-Spoofing dataset is a comprehensive resource for anti-spoofing training. The dataset includes a variety of attack scenarios, with 44,800 videos and selfies featuring unique individuals, as well as 26,590 attack replays from 5,600 different devices. In addition to these video and device-based attacks, the dataset also includes 25,000 attacks with A4 printed photos and 22,000 attacks printed 2d masks. This makes it a diverse and well-rounded resource for training anti-spoofing models, which need to be able to detect and differentiate between different types of attacks. The dataset is designed to be used for training and evaluating anti-spoofing models, which are used to prevent fraud and other security breaches that can occur when someone tries to spoof their identity. By training these models on a diverse set of attacks, the models can become more robust and accurate in detecting spoofing attempts. Trainingdata.pro's Anti-Spoofing dataset is a valuable resource for researchers, developers, and companies working on anti-spoofing solutions. It provides a large and diverse set of attacks, allowing for more comprehensive testing and training of anti-spoofing models. Additionally, the inclusion of both video and printout attacks ensures that models can accurately detect spoofing attempts in a range of scenarios. This is just an example of the data. If you need access to the entire dataset, contact us via sales@trainingdata.pro or leave a request on https://trainingdata.pro/data-market?utm_source=datatrade Our company offers additional data labeling services. It is possible to make labeling of any kind (classification, segmentation etc.) on any kind of data (audio, video, image). At your request, we can make data labeling of a ready-made data, as well as collect and prepare data in accordance with your requests.

Country Coverage

Africa (58)
Algeria
Angola
Benin
Botswana
Burkina Faso
Burundi
Cabo Verde
Cameroon
Central African Republic
Chad
Comoros
Congo
Congo (Democratic Republic of the)
Côte d'Ivoire
Djibouti
Egypt
Equatorial Guinea
Eritrea
Ethiopia
Gabon
Gambia
Ghana
Guinea
Guinea-Bissau
Kenya
Lesotho
Liberia
Libya
Madagascar
Malawi
Mali
Mauritania
Mauritius
Mayotte
Morocco
Mozambique
Namibia
Niger
Nigeria
Rwanda
Réunion
Saint Helena, Ascension and Tristan da Cunha
Sao Tome and Principe
Senegal
Seychelles
Sierra Leone
Somalia
South Africa
South Sudan
Sudan
Swaziland
Tanzania, United Republic of
Togo
Tunisia
Uganda
Western Sahara
Zambia
Zimbabwe
Asia (51)
Afghanistan
Armenia
Azerbaijan
Bahrain
Bangladesh
Bhutan
Brunei Darussalam
Cambodia
China
Cyprus
Georgia
Hong Kong
India
Indonesia
Iran (Islamic Republic of)
Iraq
Israel
Japan
Jordan
Kazakhstan
Korea (Democratic People's Republic of)
Korea (Republic of)
Kuwait
Kyrgyzstan
Lao People's Democratic Republic
Lebanon
Macao
Malaysia
Maldives
Mongolia
Myanmar
Nepal
Oman
Pakistan
Palestine, State of
Philippines
Qatar
Saudi Arabia
Singapore
Sri Lanka
Syrian Arab Republic
Taiwan
Tajikistan
Thailand
Timor-Leste
Turkey
Turkmenistan
United Arab Emirates
Uzbekistan
Vietnam
Yemen
Europe (51)
Albania
Andorra
Austria
Belarus
Belgium
Bosnia and Herzegovina
Bulgaria
Croatia
Czech Republic
Denmark
Estonia
Faroe Islands
Finland
France
Germany
Gibraltar
Greece
Guernsey
Holy See
Hungary
Iceland
Ireland
Isle of Man
Italy
Jersey
Latvia
Liechtenstein
Lithuania
Luxembourg
Macedonia (the former Yugoslav Republic of)
Malta
Moldova (Republic of)
Monaco
Montenegro
Netherlands
Norway
Poland
Portugal
Romania
Russian Federation
San Marino
Serbia
Slovakia
Slovenia
Spain
Svalbard and Jan Mayen
Sweden
Switzerland
Ukraine
United Kingdom
Åland Islands
North America (13)
Belize
Bermuda
Canada
Costa Rica
El Salvador
Greenland
Guatemala
Honduras
Mexico
Nicaragua
Panama
Saint Pierre and Miquelon
United States of America
South America (42)
Anguilla
Antigua and Barbuda
Argentina
Aruba
Bahamas
Barbados
Bolivia (Plurinational State of)
Bonaire, Sint Eustatius and Saba
Brazil
Cayman Islands
Chile
Colombia
Cuba
Curaçao
Dominica
Dominican Republic
Ecuador
Falkland Islands (Malvinas)
French Guiana
Grenada
Guadeloupe
Guyana
Haiti
Jamaica
Martinique
Montserrat
Paraguay
Peru
Puerto Rico
Saint Barthélemy
Saint Kitts and Nevis
Saint Lucia
Saint Martin (French part)
Saint Vincent and the Grenadines
Sint Maarten (Dutch part)
Suriname
Trinidad and Tobago
Turks and Caicos Islands
Uruguay
Venezuela (Bolivarian Republic of)
Virgin Islands (British)
Virgin Islands (U.S.)

History

3 years of historical data

Volume

44,800 videos and selfies with people
26,600 attack replays
25,000 attacks with printed A4 photos
22,000 attacks with printed 2d masks

Pricing

Free sample available
10% discount if you buy via Datarade
License Starts at
One-off purchase
$550$495 / purchase
Monthly License Not available
Yearly License Not available
Usage-based Not available

Suitable Company Sizes

Small Business
Medium-sized Business
Enterprise

Quality

Self-reported by the provider
97%
unique people

Delivery

Methods
S3 Bucket
SFTP
REST API
SOAP API
Frequency
weekly
monthly
quarterly
real-time
on-demand
Format
.bin
.json
.xml
.csv
.xls
.sql
.txt

Use Cases

Categories

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Frequently asked questions

What is Anti-Spoofing dataset by TrainingData.pro?

44,800 videos and selfies with people 26,590 attack replays from 5,600 devices 25,000 attacks with A4 printed photos 22,000 attacks with printed 2d masks

What is Anti-Spoofing dataset by TrainingData.pro used for?

This product has 5 key use cases. TrainingData recommends using the data for Artificial Intelligence (AI), Data Science, B2B Data Enrichment, App Intelligence, and Cybersecurity. Global businesses and organizations buy Securities Reference Data from TrainingData to fuel their analytics and enrichment.

Who can use Anti-Spoofing dataset by TrainingData.pro?

This product is best suited if you’re a Small Business, Medium-sized Business, or Enterprise looking for Securities Reference Data. Get in touch with TrainingData to see what their data can do for your business and find out which integrations they provide.

How far back does the data in Anti-Spoofing dataset by TrainingData.pro go?

This product has 3 years of historical coverage. It can be delivered on a weekly, monthly, quarterly, real-time, and on-demand basis.

Which countries does Anti-Spoofing dataset by TrainingData.pro cover?

This product includes data covering 215 countries like USA, China, Japan, Germany, and India. TrainingData is headquartered in United Arab Emirates.

How much does Anti-Spoofing dataset by TrainingData.pro cost?

Pricing for Anti-Spoofing dataset by TrainingData.pro starts at USD550 per purchase. TrainingData offers a 10% discount when you buy data from them through Datarade. Connect with TrainingData to get a quote and arrange custom pricing models based on your data requirements.

How can I get Anti-Spoofing dataset by TrainingData.pro?

Businesses can buy Securities Reference Data from TrainingData and get the data via S3 Bucket, SFTP, REST API, and SOAP API. Depending on your data requirements and subscription budget, TrainingData can deliver this product in .bin, .json, .xml, .csv, .xls, .sql, and .txt format.

What is the data quality of Anti-Spoofing dataset by TrainingData.pro?

TrainingData has reported that this product has the following quality and accuracy assurances: 97% unique people. You can compare and assess the data quality of TrainingData using Datarade’s data marketplace.

What are similar products to Anti-Spoofing dataset by TrainingData.pro?

This product has 3 related products. These alternatives include Factori CTV/Cross Device Data-2 Billion+ across the Globe, Xverum Demographic Data 700M+ Individuals with over 100 Data Points per Profile 5x Better Quality of Global Audience Data, and Nexdata Face Anti-spoofing Data 200,000 ID iBeta Dataset Liveness Detection Data Image/Video Machine Learning (ML) Data AI Training Data. You can compare the best Securities Reference Data providers and products via Datarade’s data marketplace and get the right data for your use case.

Starts at
$550$495 / purchase
License Starts at
One-off purchase
$550$495 / purchase
Monthly License Not available
Yearly License Not available
Usage-based Not available