Anonymize high-risk PII categories with custom patterns
Configure the policy to anonymize high-risk PII categories (email, phone, SSN, and credit cards) along with custom patterns for sensitive tokens.
Prerequisites
-
An existing AI Model.
-
You have pulled and run an AI PII Anonymizer service image.
Environment variables
SANITIZER_SERVICE_HOST: The sanitizer service’s host
ai_gateway_policies:
- ref: high-risk-pii-custom
ai_gateway: !lookup {id: !env AI_GATEWAY_ID}
name: high-risk-pii-custom
display_name: Anonymize high-risk PII categories with custom patterns
type: ai-sanitizer
enabled: true
config:
anonymize:
- email
- phone
- ssn
- creditcard
- custom
custom_patterns:
- name: aws_api_key
regex: AKIA[0-9A-Z]{16}
score: 0.95
- name: github_token
regex: ghp_[A-Za-z0-9]{36}
score: 0.9
- name: jwt_token
regex: eyJ[A-Za-z0-9-_]+\.[A-Za-z0-9-_]+\.[A-Za-z0-9-_]+
score: 0.85
port: 8080
host: !env SANITIZER_SERVICE_HOST
redact_type: placeholder
stop_on_error: true
recover_redacted: false
global: falseMake sure to replace the following placeholders with your own values:
-
AI_GATEWAY_ID: Theidof your AI Gateway. -
!env SANITIZER_SERVICE_HOST: The sanitizer service’s host
curl -X POST https://{region}.api.konghq.com/v1/ai-gateways/{AIGatewayId}/policies \
--header "accept: application/json" \
--header "Content-Type: application/json" \
--header "Authorization: Bearer $KONNECT_TOKEN" \
--data '
{
"name": "high-risk-pii-custom",
"display_name": "Anonymize high-risk PII categories with custom patterns",
"type": "ai-sanitizer",
"enabled": true,
"config": {
"anonymize": [
"email",
"phone",
"ssn",
"creditcard",
"custom"
],
"custom_patterns": [
{
"name": "aws_api_key",
"regex": "AKIA[0-9A-Z]{16}",
"score": 0.95
},
{
"name": "github_token",
"regex": "ghp_[A-Za-z0-9]{36}",
"score": 0.9
},
{
"name": "jwt_token",
"regex": "eyJ[A-Za-z0-9-_]+\\.[A-Za-z0-9-_]+\\.[A-Za-z0-9-_]+",
"score": 0.85
}
],
"port": 8080,
"host": "'$SANITIZER_SERVICE_HOST'",
"redact_type": "placeholder",
"stop_on_error": true,
"recover_redacted": false
},
"global": false
}
'Make sure to replace the following placeholders with your own values:
-
region: Geographic region where your Kong Konnect is hosted and operates. -
KONNECT_TOKEN: Your Personal Access Token (PAT) associated with your Konnect account. -
AIGatewayId: Theidof the AI Gateway.
See the Konnect AI Gateway API reference to learn about region-specific URLs and personal access tokens.
Prerequisite: Configure your Personal Access Token
terraform {
required_providers {
konnect = {
source = "kong/konnect"
}
}
}
provider "konnect" {
personal_access_token = "$KONNECT_TOKEN"
server_url = "https://us.api.konghq.com/"
}Add the following to your Terraform configuration:
resource "konnect_ai_gateway_policy" "my_policy" {
name = "high-risk-pii-custom"
display_name = "Anonymize high-risk PII categories with custom patterns"
type = "ai-sanitizer"
enabled = true
global = false
config = jsonencode({
anonymize = ["email", "phone", "ssn", "creditcard", "custom"]
custom_patterns = [
{
name = "aws_api_key"
regex = "AKIA[0-9A-Z]{16}"
score = 0.95
},
{
name = "github_token"
regex = "ghp_[A-Za-z0-9]{36}"
score = 0.9
},
{
name = "jwt_token"
regex = "eyJ[A-Za-z0-9-_]+\.[A-Za-z0-9-_]+\.[A-Za-z0-9-_]+"
score = 0.85
} ]
port = 8080
host = var.sanitizer_service_host
redact_type = "placeholder"
stop_on_error = true
recover_redacted = false
})
gateway_id = konnect_ai_gateway.my_ai_gateway.id
}This example requires the following variables to be added to your manifest. You can specify values at runtime by setting TF_VAR_name=value.
variable "sanitizer_service_host" {
type = string
}ai_gateway_policies:
- ref: high-risk-pii-custom
ai_gateway: !lookup {id: !env AI_GATEWAY_ID}
name: high-risk-pii-custom
display_name: Anonymize high-risk PII categories with custom patterns
type: ai-sanitizer
enabled: true
config:
anonymize:
- email
- phone
- ssn
- creditcard
- custom
custom_patterns:
- name: aws_api_key
regex: AKIA[0-9A-Z]{16}
score: 0.95
- name: github_token
regex: ghp_[A-Za-z0-9]{36}
score: 0.9
- name: jwt_token
regex: eyJ[A-Za-z0-9-_]+\.[A-Za-z0-9-_]+\.[A-Za-z0-9-_]+
score: 0.85
port: 8080
host: !env SANITIZER_SERVICE_HOST
redact_type: placeholder
stop_on_error: true
recover_redacted: false
global: falseMake sure to replace the following placeholders with your own values:
-
AI_GATEWAY_ID: Theidof your AI Gateway. -
!env SANITIZER_SERVICE_HOST: The sanitizer service’s host
curl -X POST https://{region}.api.konghq.com/v1/ai-gateways/{AIGatewayId}/policies \
--header "accept: application/json" \
--header "Content-Type: application/json" \
--header "Authorization: Bearer $KONNECT_TOKEN" \
--data '
{
"name": "high-risk-pii-custom",
"display_name": "Anonymize high-risk PII categories with custom patterns",
"type": "ai-sanitizer",
"enabled": true,
"config": {
"anonymize": [
"email",
"phone",
"ssn",
"creditcard",
"custom"
],
"custom_patterns": [
{
"name": "aws_api_key",
"regex": "AKIA[0-9A-Z]{16}",
"score": 0.95
},
{
"name": "github_token",
"regex": "ghp_[A-Za-z0-9]{36}",
"score": 0.9
},
{
"name": "jwt_token",
"regex": "eyJ[A-Za-z0-9-_]+\\.[A-Za-z0-9-_]+\\.[A-Za-z0-9-_]+",
"score": 0.85
}
],
"port": 8080,
"host": "'$SANITIZER_SERVICE_HOST'",
"redact_type": "placeholder",
"stop_on_error": true,
"recover_redacted": false
},
"global": false
}
'Make sure to replace the following placeholders with your own values:
-
region: Geographic region where your Kong Konnect is hosted and operates. -
KONNECT_TOKEN: Your Personal Access Token (PAT) associated with your Konnect account. -
AIGatewayId: Theidof the AI Gateway.
See the Konnect AI Gateway API reference to learn about region-specific URLs and personal access tokens.
Prerequisite: Configure your Personal Access Token
terraform {
required_providers {
konnect = {
source = "kong/konnect"
}
}
}
provider "konnect" {
personal_access_token = "$KONNECT_TOKEN"
server_url = "https://us.api.konghq.com/"
}Add the following to your Terraform configuration:
resource "konnect_ai_gateway_policy" "my_policy" {
name = "high-risk-pii-custom"
display_name = "Anonymize high-risk PII categories with custom patterns"
type = "ai-sanitizer"
enabled = true
global = false
config = jsonencode({
anonymize = ["email", "phone", "ssn", "creditcard", "custom"]
custom_patterns = [
{
name = "aws_api_key"
regex = "AKIA[0-9A-Z]{16}"
score = 0.95
},
{
name = "github_token"
regex = "ghp_[A-Za-z0-9]{36}"
score = 0.9
},
{
name = "jwt_token"
regex = "eyJ[A-Za-z0-9-_]+\.[A-Za-z0-9-_]+\.[A-Za-z0-9-_]+"
score = 0.85
} ]
port = 8080
host = var.sanitizer_service_host
redact_type = "placeholder"
stop_on_error = true
recover_redacted = false
})
gateway_id = konnect_ai_gateway.my_ai_gateway.id
}This example requires the following variables to be added to your manifest. You can specify values at runtime by setting TF_VAR_name=value.
variable "sanitizer_service_host" {
type = string
}ai_gateway_policies:
- ref: high-risk-pii-custom
ai_gateway: !lookup {id: !env AI_GATEWAY_ID}
name: high-risk-pii-custom
display_name: Anonymize high-risk PII categories with custom patterns
type: ai-sanitizer
enabled: true
config:
anonymize:
- email
- phone
- ssn
- creditcard
- custom
custom_patterns:
- name: aws_api_key
regex: AKIA[0-9A-Z]{16}
score: 0.95
- name: github_token
regex: ghp_[A-Za-z0-9]{36}
score: 0.9
- name: jwt_token
regex: eyJ[A-Za-z0-9-_]+\.[A-Za-z0-9-_]+\.[A-Za-z0-9-_]+
score: 0.85
port: 8080
host: !env SANITIZER_SERVICE_HOST
redact_type: placeholder
stop_on_error: true
recover_redacted: false
global: falseMake sure to replace the following placeholders with your own values:
-
AI_GATEWAY_ID: Theidof your AI Gateway. -
!env SANITIZER_SERVICE_HOST: The sanitizer service’s host
curl -X POST https://{region}.api.konghq.com/v1/ai-gateways/{AIGatewayId}/policies \
--header "accept: application/json" \
--header "Content-Type: application/json" \
--header "Authorization: Bearer $KONNECT_TOKEN" \
--data '
{
"name": "high-risk-pii-custom",
"display_name": "Anonymize high-risk PII categories with custom patterns",
"type": "ai-sanitizer",
"enabled": true,
"config": {
"anonymize": [
"email",
"phone",
"ssn",
"creditcard",
"custom"
],
"custom_patterns": [
{
"name": "aws_api_key",
"regex": "AKIA[0-9A-Z]{16}",
"score": 0.95
},
{
"name": "github_token",
"regex": "ghp_[A-Za-z0-9]{36}",
"score": 0.9
},
{
"name": "jwt_token",
"regex": "eyJ[A-Za-z0-9-_]+\\.[A-Za-z0-9-_]+\\.[A-Za-z0-9-_]+",
"score": 0.85
}
],
"port": 8080,
"host": "'$SANITIZER_SERVICE_HOST'",
"redact_type": "placeholder",
"stop_on_error": true,
"recover_redacted": false
},
"global": false
}
'Make sure to replace the following placeholders with your own values:
-
region: Geographic region where your Kong Konnect is hosted and operates. -
KONNECT_TOKEN: Your Personal Access Token (PAT) associated with your Konnect account. -
AIGatewayId: Theidof the AI Gateway.
See the Konnect AI Gateway API reference to learn about region-specific URLs and personal access tokens.
Prerequisite: Configure your Personal Access Token
terraform {
required_providers {
konnect = {
source = "kong/konnect"
}
}
}
provider "konnect" {
personal_access_token = "$KONNECT_TOKEN"
server_url = "https://us.api.konghq.com/"
}Add the following to your Terraform configuration:
resource "konnect_ai_gateway_policy" "my_policy" {
name = "high-risk-pii-custom"
display_name = "Anonymize high-risk PII categories with custom patterns"
type = "ai-sanitizer"
enabled = true
global = false
config = jsonencode({
anonymize = ["email", "phone", "ssn", "creditcard", "custom"]
custom_patterns = [
{
name = "aws_api_key"
regex = "AKIA[0-9A-Z]{16}"
score = 0.95
},
{
name = "github_token"
regex = "ghp_[A-Za-z0-9]{36}"
score = 0.9
},
{
name = "jwt_token"
regex = "eyJ[A-Za-z0-9-_]+\.[A-Za-z0-9-_]+\.[A-Za-z0-9-_]+"
score = 0.85
} ]
port = 8080
host = var.sanitizer_service_host
redact_type = "placeholder"
stop_on_error = true
recover_redacted = false
})
gateway_id = konnect_ai_gateway.my_ai_gateway.id
}This example requires the following variables to be added to your manifest. You can specify values at runtime by setting TF_VAR_name=value.
variable "sanitizer_service_host" {
type = string
}ai_gateway_policies:
- ref: high-risk-pii-custom
ai_gateway: !lookup {id: !env AI_GATEWAY_ID}
name: high-risk-pii-custom
display_name: Anonymize high-risk PII categories with custom patterns
type: ai-sanitizer
enabled: true
config:
anonymize:
- email
- phone
- ssn
- creditcard
- custom
custom_patterns:
- name: aws_api_key
regex: AKIA[0-9A-Z]{16}
score: 0.95
- name: github_token
regex: ghp_[A-Za-z0-9]{36}
score: 0.9
- name: jwt_token
regex: eyJ[A-Za-z0-9-_]+\.[A-Za-z0-9-_]+\.[A-Za-z0-9-_]+
score: 0.85
port: 8080
host: !env SANITIZER_SERVICE_HOST
redact_type: placeholder
stop_on_error: true
recover_redacted: false
global: trueMake sure to replace the following placeholders with your own values:
-
AI_GATEWAY_ID: Theidof your AI Gateway. -
!env SANITIZER_SERVICE_HOST: The sanitizer service’s host
curl -X POST https://{region}.api.konghq.com/v1/ai-gateways/{AIGatewayId}/policies \
--header "accept: application/json" \
--header "Content-Type: application/json" \
--header "Authorization: Bearer $KONNECT_TOKEN" \
--data '
{
"name": "high-risk-pii-custom",
"display_name": "Anonymize high-risk PII categories with custom patterns",
"type": "ai-sanitizer",
"enabled": true,
"config": {
"anonymize": [
"email",
"phone",
"ssn",
"creditcard",
"custom"
],
"custom_patterns": [
{
"name": "aws_api_key",
"regex": "AKIA[0-9A-Z]{16}",
"score": 0.95
},
{
"name": "github_token",
"regex": "ghp_[A-Za-z0-9]{36}",
"score": 0.9
},
{
"name": "jwt_token",
"regex": "eyJ[A-Za-z0-9-_]+\\.[A-Za-z0-9-_]+\\.[A-Za-z0-9-_]+",
"score": 0.85
}
],
"port": 8080,
"host": "'$SANITIZER_SERVICE_HOST'",
"redact_type": "placeholder",
"stop_on_error": true,
"recover_redacted": false
},
"global": true
}
'Make sure to replace the following placeholders with your own values:
-
region: Geographic region where your Kong Konnect is hosted and operates. -
KONNECT_TOKEN: Your Personal Access Token (PAT) associated with your Konnect account. -
AIGatewayId: Theidof the AI Gateway.
See the Konnect AI Gateway API reference to learn about region-specific URLs and personal access tokens.
Prerequisite: Configure your Personal Access Token
terraform {
required_providers {
konnect = {
source = "kong/konnect"
}
}
}
provider "konnect" {
personal_access_token = "$KONNECT_TOKEN"
server_url = "https://us.api.konghq.com/"
}Add the following to your Terraform configuration:
resource "konnect_ai_gateway_policy" "my_policy" {
name = "high-risk-pii-custom"
display_name = "Anonymize high-risk PII categories with custom patterns"
type = "ai-sanitizer"
enabled = true
global = true
config = jsonencode({
anonymize = ["email", "phone", "ssn", "creditcard", "custom"]
custom_patterns = [
{
name = "aws_api_key"
regex = "AKIA[0-9A-Z]{16}"
score = 0.95
},
{
name = "github_token"
regex = "ghp_[A-Za-z0-9]{36}"
score = 0.9
},
{
name = "jwt_token"
regex = "eyJ[A-Za-z0-9-_]+\.[A-Za-z0-9-_]+\.[A-Za-z0-9-_]+"
score = 0.85
} ]
port = 8080
host = var.sanitizer_service_host
redact_type = "placeholder"
stop_on_error = true
recover_redacted = false
})
gateway_id = konnect_ai_gateway.my_ai_gateway.id
}This example requires the following variables to be added to your manifest. You can specify values at runtime by setting TF_VAR_name=value.
variable "sanitizer_service_host" {
type = string
}After creating the policy, add high-risk-pii-custom to the policies array of your AI Model. The tool examples update an existing AI Model with the policy attached: replace the entity configuration in the example with your own, as the update replaces the entire AI Model.
ai_gateway_models:
- ref: my-gpt-4o
ai_gateway: !lookup {id: !env AI_GATEWAY_ID}
display_name: my-gpt-4o
name: my-gpt-4o
type: model
capabilities:
- generate
formats:
- type: openai
targets:
- name: gpt-4o
provider: my-openai-account
config:
type: openai
config:
route:
paths:
- "/v1"
model:
body_param: model
values:
- my-gpt-4o
logging:
payloads: false
policies:
- !ref high-risk-pii-custom#nameAfter creating the policy, add high-risk-pii-custom to the policies array of your AI Model. The tool examples update an existing AI Model with the policy attached: replace the entity configuration in the example with your own, as the update replaces the entire AI Model.
curl -X PUT https://{region}.api.konghq.com/v1/ai-gateways/{AIGatewayId}/models/my-gpt-4o \
--header "accept: application/json" \
--header "Content-Type: application/json" \
--header "Authorization: Bearer $KONNECT_TOKEN" \
--data '
{
"display_name": "my-gpt-4o",
"name": "my-gpt-4o",
"type": "model",
"capabilities": [
"generate"
],
"formats": [
{
"type": "openai"
}
],
"policies": [
"high-risk-pii-custom"
],
"targets": [
{
"name": "gpt-4o",
"provider": "my-openai-account",
"config": {
"type": "openai"
}
}
],
"config": {
"route": {
"paths": [
"/v1"
],
"model": {
"body_param": "model",
"values": [
"my-gpt-4o"
]
}
},
"logging": {
"payloads": false
}
}
}
'After creating the policy, add high-risk-pii-custom to the policies array of your AI Model. The tool examples update an existing AI Model with the policy attached: replace the entity configuration in the example with your own, as the update replaces the entire AI Model.
resource "konnect_ai_gateway_model" "my_model" {
display_name = "my-gpt-4o"
name = "my-gpt-4o"
type = "model"
capabilities = ["generate"]
formats = [
{
type = "openai"
} ]
targets = [
{
name = "gpt-4o"
provider = "my-openai-account"
config = {
type = "openai"
}
} ]
config = jsonencode({
route = {
paths = ["/v1"]
model = {
body_param = "model"
values = ["my-gpt-4o"]
}
}
logging = {
payloads = false
}
})
policies = [konnect_ai_gateway_policy.my_policy.name]
gateway_id = konnect_ai_gateway.my_ai_gateway.id
}This example requires the following variables to be added to your manifest. You can specify values at runtime by setting TF_VAR_name=value.
variable "sanitizer_service_host" {
type = string
}After creating the policy, add high-risk-pii-custom to the policies array of your AI Consumer. The tool examples update an existing AI Consumer with the policy attached: replace the entity configuration in the example with your own, as the update replaces the entire AI Consumer.
ai_gateway_consumers:
- ref: mobile-app-production
ai_gateway: !lookup {id: !env AI_GATEWAY_ID}
display_name: Mobile App - Production
name: mobile-app-production
type: api-key
policies:
- !ref high-risk-pii-custom#nameAfter creating the policy, add high-risk-pii-custom to the policies array of your AI Consumer. The tool examples update an existing AI Consumer with the policy attached: replace the entity configuration in the example with your own, as the update replaces the entire AI Consumer.
curl -X PUT https://{region}.api.konghq.com/v1/ai-gateways/{AIGatewayId}/consumers/mobile-app-production \
--header "accept: application/json" \
--header "Content-Type: application/json" \
--header "Authorization: Bearer $KONNECT_TOKEN" \
--data '
{
"display_name": "Mobile App - Production",
"name": "mobile-app-production",
"type": "api-key",
"policies": [
"high-risk-pii-custom"
]
}
'After creating the policy, add high-risk-pii-custom to the policies array of your AI Consumer. The tool examples update an existing AI Consumer with the policy attached: replace the entity configuration in the example with your own, as the update replaces the entire AI Consumer.
resource "konnect_ai_gateway_consumer" "my_consumer" {
display_name = "Mobile App - Production"
name = "mobile-app-production"
type = "api-key"
policies = [konnect_ai_gateway_policy.my_policy.name]
gateway_id = konnect_ai_gateway.my_ai_gateway.id
}This example requires the following variables to be added to your manifest. You can specify values at runtime by setting TF_VAR_name=value.
variable "sanitizer_service_host" {
type = string
}After creating the policy, add high-risk-pii-custom to the policies array of your AI Consumer Group. The tool examples update an existing AI Consumer Group with the policy attached: replace the entity configuration in the example with your own, as the update replaces the entire AI Consumer Group.
ai_gateway_consumer_groups:
- ref: internal-teams
ai_gateway: !lookup {id: !env AI_GATEWAY_ID}
display_name: Internal Teams
name: internal-teams
policies:
- !ref high-risk-pii-custom#nameAfter creating the policy, add high-risk-pii-custom to the policies array of your AI Consumer Group. The tool examples update an existing AI Consumer Group with the policy attached: replace the entity configuration in the example with your own, as the update replaces the entire AI Consumer Group.
curl -X PUT https://{region}.api.konghq.com/v1/ai-gateways/{AIGatewayId}/consumer-groups/internal-teams \
--header "accept: application/json" \
--header "Content-Type: application/json" \
--header "Authorization: Bearer $KONNECT_TOKEN" \
--data '
{
"display_name": "Internal Teams",
"name": "internal-teams",
"policies": [
"high-risk-pii-custom"
]
}
'After creating the policy, add high-risk-pii-custom to the policies array of your AI Consumer Group. The tool examples update an existing AI Consumer Group with the policy attached: replace the entity configuration in the example with your own, as the update replaces the entire AI Consumer Group.
resource "konnect_ai_gateway_consumer_group" "my_consumer_group" {
display_name = "Internal Teams"
name = "internal-teams"
policies = [konnect_ai_gateway_policy.my_policy.name]
gateway_id = konnect_ai_gateway.my_ai_gateway.id
}This example requires the following variables to be added to your manifest. You can specify values at runtime by setting TF_VAR_name=value.
variable "sanitizer_service_host" {
type = string
}