Anti-spoofing

AI Tools

Once you've set up your organisation account on the Yoti Hub, you’re ready to start integrating with the Anti-spoofing API.

Before you start

Please have a read of our image requirements.

Image requirements

Good to know

This services works best on mobiles.

There is one step to follow to integrate the Age estimation and anti-spoofing API:

1) Create a request

Face Capture

For optimal results, Yoti provides and recommends to use the Yoti Face Capture modules, which are designed to capture optimal images meeting the requirements of the API. This is available as a Native package, and Web implementation.

Strongly recommend

Get better results by using our Face capture module.

Create a request

After completing the Yoti onboarding, you will need to complete authentication for the API by using the Yoti SDK to simplify the process. The Yoti SDKs are available via popular dependency management systems.

npm install -S -E yoti

// If you are using Maven, add the following dependency: <dependency> <groupId>com.yoti</groupId> <artifactId>yoti-sdk-api</artifactId> <version>3.0.0</version> </dependency> // If you are using Gradle, add the following dependency: compile group: 'com.yoti', name: 'yoti-sdk-api', version: '3.0.0'

// Get the Yoti PHP SDK library via a Composer package composer require yoti/yoti-php-sdk

pip install yoti

// To install the Yoti NuGet package you will need to install NuGet. // To import the latest Yoti SDK into your project, enter the following // command from NuGet Package Manager Console in Visual Studio: Install-Package Yoti // For other installation methods, see https://www.nuget.org/packages/Yoti

// As of version 2.4.0, modules are used. This means it's not necessary to get a copy or fetch all dependencies // as instructed below, as the Go toolchain will fetch them as necessary. // You can simply add a `require github.com/getyoti/yoti-go-sdk/v2` to go.mod. // To download and install the Yoti SDK and its dependencies, run the following command from your terminal: go get "github.com/getyoti/yoti-go-sdk/v3"

gem install yoti # The gem provides a configuration generator for Ruby on Rails: rails generate yoti:install

Endpoint	Description
https://api.yoti.com/ai/v1/antispoofing	Use Yoti's anti-spoofing check as a standalone product.

Once you have added the Yoti SDK dependency to your project, you can use it to build and send your request. See the code snippets below for examples.

const PATHS = { LIVENESS: '/antispoofing', }; const data = { img: 'base64img', }; const request = new RequestBuilder() .withBaseUrl('https://api.yoti.com/ai/v1') .withPemFilePath('<YOTI_KEY_FILE_PATH>') .withEndpoint(PATHS.LIVENESS) // optionally PATHS.AGE or PATHS.LIVENESS .withPayload(new Payload(data)) .withMethod('POST') .withHeader('X-Yoti-Auth-Id', '<YOTI_CLIENT_SDK_ID>') .build();

String LIVENESS = "/antispoofing"; JsonObject body = new JsonObject(); body.put("img", imageBytes); byte[] payload = body.encode().getBytes(); try { SignedRequest signedRequest = new SignedRequestBuilder() .withKeyPair(<YOTI_KEY_FILE_PATH>) .withBaseUrl("https://api.yoti.com/ai/v1") .withEndpoint(LIVENESS) // optionally AGE or LIVENESS .withPayload(payload) .withHttpMethod("POST") .withHeader("X-Yoti-Auth-Id", "<YOTI_CLIENT_SDK_ID>") .build(); YourPojo yourPojo = signedRequest.execute(YourPojo.class); } catch (GeneralSecurityException | URISyntaxException | IOException | ResourceException ex) { ex.printStackTrace(); }

<?php use Yoti\Http\RequestBuilder; use Yoti\Http\Payload; $img = [ "img" => "base64Image" ]; $request = (new RequestBuilder()) ->withBaseUrl('https://api.yoti.com/ai/v1') ->withPemFilePath('<YOTI_KEY_FILE_PATH>') ->withEndpoint('/antispoofing') ->withPayload(Payload::fromJsonData($img)) // For version < 3, use ->withPayload(new Payload($img)) ->withMethod('POST') ->withHeader('X-Yoti-Auth-Id', '<YOTI_CLIENT_SDK_ID>') ->build(); // Execute request $response = $request->execute(); // Get response body $body = $response->getBody();

from yoti_python_sdk.http import SignedRequest, RequestHandler import json import requests def execute(request): response = requests.request( url=request.url, img=request.img, headers=request.headers, method=request.method) return response.content def generate_session(): payload_string = json.dumps(img).encode() signed_request = ( SignedRequest .builder() .with_pem_file("<YOTI_KEY_FILE_PATH>") .with_base_url("https://api.yoti.com/ai/v1") .with_endpoint("/antispoofing") .with_http_method("POST") .with_header("X-Yoti-Auth-Id", "<YOTI_CLIENT_SDK_ID>") .with_payload(payload_string) .build() ) # get Yoti response response = signed_request.execute() response_payload = json.loads(response.text)

using System; using System.IO; using System.Net.Http; using System.Text; using Microsoft.AspNetCore.Mvc; using Yoti.Auth.Web; HttpClient httpClient = new HttpClient(); StreamReader privateKeyStream = System.IO.File.OpenText(_pemFilePath); string serializedRequest = Newtonsoft.Json.JsonConvert.SerializeObject(new { img = _base64Face }); byte[] byteContent = Encoding.UTF8.GetBytes(serializedRequest); Uri _baseUrl = new UriBuilder("https", "api.yoti.com", 443, "ai/v1").Uri; Yoti.Auth.Web.Request ageScanRequest = new RequestBuilder() .WithStreamReader(privateKeyStream) .WithBaseUri(_baseUrl) .WithEndpoint("/antispoofing") .WithHttpMethod(HttpMethod.Post) .WithContent(byteContent) .WithHeader("X-Yoti-Auth-Id", _clientSdkId) .Build(); HttpResponseMessage response = ageScanRequest.Execute(httpClient).Result;

import ( "io/ioutil" "net/http" "github.com/getyoti/yoti-go-sdk/v2/requests" ) key, _ := ioutil.ReadFile("<YOTI_KEY_FILE_PATH>") // Create session request,_ := requests.SignedRequest{ HTTPMethod: http.MethodPost, BaseURL: "https://api.yoti.com/ai/v1", Endpoint: "/antispoofing", Headers: map[string][]string{ "Content-Type": {"application/img"}, "Accept": {"application/img"}, "X-Yoti-Auth-Id":{"<YOTI_CLIENT_SDK_ID>"}, }, Body: func(img []byte, _ error) []byte { return img }(json.Marshal(jsonobj{ data }, })), }.WithPemFile(key).Request() //get Yoti response response, _ := http.DefaultClient.Do(request)

require 'yoti' Yoti.configure do |config| config.client_sdk_id = '<YOTI_CLIENT_SDK_ID>' config.key_file_path = '<YOTI_KEY_FILE_PATH>' end request = Yoti::Request .builder .with_base_url('https://api.yoti.com/ai/v1') .with_http_method('POST') .with_endpoint('/antispoofing') .with_payload(img: 'base64Image') .with_header('X-Yoti-Auth-Id', Yoti.configuration.client_sdk_id) .build response = request.execute body = response.body puts body

This endpoint will return an anti-spoofing result.

{ "img": "/9j/4AAQSkZJRgABAgAAAQABAAD/2wAcHNXCKigjEaYH51Me1Zy1Za0P/Z....", }

{ "antispoofing": { "prediction": "real|fake|undetermined" } }

Response	Explained
Prediction - real	Yoti has detected a real user.
Prediction - fake	Yoti has detected a spoof attempt.
Prediction - undetermined	Yoti is unable to determine if the user is real or not.

Help If integrating into a non-browser client, we recommend you contact us through our support form for additional support.

Terminal integrations

Good to know

This is not live yet but will be going live soon. Please contact us if this interests you.

Optionally, additional headers may be provided to the request to allow Yoti to track error responses coming from a particular machine. This would typically be used in a non-browser client scenario, such as an ePOS terminal where each individual machine must be registered by the business.

In order to do this, the following headers should be applied:

Header	Description
Terminal-Id	Unique ID per machine. Mandatory for non-browser integrations.
Session-Id	May be provided to demonstrate multiple attempts are from a single user transaction.

Error codes

Error code	Error	Description
404	APP_NOT_FOUND	Application app_id not found.
401	INVALID_X_YOTI_AUTH_ID	X-Yoti-Auth-Id__header not provided. auth id is not a valid uuid.
400	INVALID_APP_ID	Application id cannot be empty.
400	INVALID_PUBLIC_KEY	Application public key cannot be empty.
403	DISABLED_APP_STATE	Application must be enabled.
400	INVALID_ORG_ID	Organisation id cannot be empty.
400	INVALID_BILLING_SOURCE_ID	Application billing source id cannot be empty.
404	ORG_NOT_FOUND	Organisation org_id not found.
401	INVALID_YOTI_AUTH_DIGEST	X-Yoti-Auth-Digest header is missing. X-Yoti-Auth-Digest is not base64 encoded.
401	INVALID_NONCE	Nonce is missing. nonce parameter is mandatory Provided nonce is not a valid uuid.
401	INVALID_TIMESTAMP	Timestamp is missing. timestamp parameter is mandatory. Provided timestamp is not a valid unix timestamp.
401	INVALID_PUBLIC_KEY_ENCODING	Failed to load public key. key is not der encoded.
401	UNSUPPORTED_ALGORITHM	Serialised key is of a type that is not supported by the backend.
401	INVALID_SIGNATURE	Failed to verify signature.
403	INVALID_ORG_STATUS	Organisation has an invalid status
404	INVALID_METADATA_DEVICE	Invalid device metadata provided.
400	INVALID_BODY_ENCODING	The request body should be a valid JSON.
404	INVALID_ENDPOINT	The endpoint request is invalid.
413	PAYLOAD_TOO_LARGE	Payload too large, the maximum size is 2MB.
400	IMAGE_NOT_PROVIDED	Image has not been provided.
400	INVALID_B64_IMAGE	Cannot read the base64 image.
400	UNSUPPORTED_IMAGE_FORMAT	Image format not supported. Please use JPEGs (95 to 100 quality) and PNGs.
400	IMAGE_SIZE_TOO_BIG	Image size too big, the maximum size is 2MB.
400	IMAGE_SIZE_TOO_SMALL	Image size too small, the minimum size is 50KB.
400	MIN_HEIGHT	The image height is incorrect. Image minimum height required is 300 pixels.
400	MAX_HEIGHT	The image height is incorrect. Image maximum height required is 2000 pixels.
400	MIN_WIDTH	The image width is incorrect. Image minimum width required is 300 pixels.
400	MAX_WIDTH	The image width is incorrect. Image maximum width required is 2000 pixels.
400	MIN_PIXELS	To process the image the minimum number of pixels required is 90,000 pixels.
400	MAX_PIXELS	To process the image the maximum number of pixels required is 2,100,000 pixels.
400	IMAGE_WRONG_CHANNELS	Missing colour channel, the input image must be RGB or RGBA.
400	IMAGE_GRAYSCALE_NOT_SUPPORTED	Grayscale images not supported.
503	SERVICE_UNAVAILABLE	The service is temporarily unavailable.
400	FACE_NOT_FOUND	No faces in the image provided.
400	MULTIPLE_FACES	Please only show one face.
400	INSUFFICIENT_AREA_AROUND_THE_FACE	Insufficient area around the face in the image provided.
400	FACE_TOO_BRIGHT	Move to an area with less brightness.
400	FACE_TOO_DARK	Move to a brighter area.
500	UNSPECIFIED_ERROR	An internal server error occurred.

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