Amazon Fraud Detector

Amazon Fraud Detector Predictions API

Real-time fraud prediction

Documentation GitHub OpenAPI

Operations 1

POST /predictions/event/{eventId} Get Event Prediction #

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OpenAPI Specification

openapi: 3.2.0
info:
  title: Amazon Fraud Detector Detectors Predictions API
  description: Amazon Fraud Detector is a fully managed service that uses machine learning to identify potentially fraudulent activities.
  version: '2019-11-15'
  contact:
    name: AWS Support
    url: https://aws.amazon.com/premiumsupport/
  license:
    name: Apache 2.0
    url: https://www.apache.org/licenses/LICENSE-2.0
servers:
- url: https://frauddetector.{region}.amazonaws.com
  variables:
    region:
      default: us-east-1
security:
- awsSigV4: []
tags:
- name: Predictions
  description: Real-time fraud prediction
paths:
  /predictions/event/{eventId}:
    post:
      operationId: getEventPrediction
      summary: Get Event Prediction
      description: Evaluates an event against a detector version and returns prediction outcomes.
      tags:
      - Predictions
      parameters:
      - name: eventId
        in: path
        required: true
        schema:
          type: string
        description: The unique ID of the event.
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/GetEventPredictionRequest'
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GetEventPredictionResponse'
              examples:
                default:
                  x-microcks-default: true
                  value:
                    modelScores:
                    - modelVersion:
                        modelId: fraud-model-v1
                        modelType: ONLINE_FRAUD_INSIGHTS
                        modelVersionNumber: '1.0'
                      scores:
                        model_score: 850.0
                    ruleResults:
                    - ruleId: high-risk-rule
                      outcomes:
                      - review
                    externalModelOutputs: []
        '400':
          description: Bad Request
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
        '500':
          description: Internal Server Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
components:
  schemas:
    GetEventPredictionResponse:
      type: object
      properties:
        modelScores:
          type: array
          items:
            type: object
        ruleResults:
          type: array
          items:
            type: object
        externalModelOutputs:
          type: array
          items:
            type: object
    ErrorResponse:
      type: object
      description: Standard error response from the Amazon Fraud Detector API.
      properties:
        message:
          type: string
        code:
          type: string
    GetEventPredictionRequest:
      type: object
      required:
      - detectorId
      - eventId
      - eventTypeName
      - eventTimestamp
      - entities
      - eventVariables
      properties:
        detectorId:
          type: string
        detectorVersionId:
          type: string
        eventId:
          type: string
        eventTypeName:
          type: string
        eventTimestamp:
          type: string
        entities:
          type: array
          items:
            type: object
        eventVariables:
          type: object
          additionalProperties:
            type: string
  securitySchemes:
    awsSigV4:
      type: apiKey
      in: header
      name: Authorization
      description: AWS Signature Version 4

Amazon Fraud Detector Predictions API

Operations 1

Documentation

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