Snowflake Enrichment (Beta)

Fetch and store Snowflake data to use in detections and search

Overview

Snowflake enrichment is in open beta starting with Panther version 1.113, and is available to all customers. Please share any bug reports and feature requests with your Panther support team.

You can create Snowflake Lookup Tables in Panther by configuring your Snowflake Audit log source to pull tables containing "state" data (unlike the tables read by the log source itself, which contain time-series security data). This means you can reference this information in detection logic and search queries.

Snowflake enrichment data is refreshed on the same interval as the one you configure your Snowflake Audit log source to pull logs on.

After setting up Snowflake enrichment, to view the stored enrichment data, follow these instructions on how to view enrichment data in the Data Lake.

How incoming logs are enriched with Snowflake data

After you set up enrichment for a Snowflake Audit source, incoming logs (parsed by any schema) will be enriched with Snowflake data if matches are found according to automatic mapping by indicator fields.

How to set up Snowflake enrichment in Panther

You can configure Snowflake enrichment while you are initially setting up your Snowflake Audit log source integration in Panther, or later, by editing the source. During either flow, on the Enrichment page, you'll toggle on your desired enrichment types.

In order to enable these, you must first (or concurrently) onboard Snowflake as a log source. It is not possible to set up Snowflake enrichment without onboarding Snowflake as a log source in Panther.

Configure Snowflake enrichment in Panther during Snowflake Audit source setup

• Follow these instructions to create a new Snowflake Audit source in Panther, paying close attention to the Enrichment page.

Configure Snowflake enrichment in Panther after the initial Snowflake Audit source setup

You can set up Snowflake enrichment after you've already created a Snowflake Audit log source in Panther by editing it:

1. In the left-hand navigation bar of your Panther Console, click Configure > Log Sources.

2. Locate the Snowflake Audit log source for which you'd like to set up enrichment, and click its name.

3. In the upper-right corner of the log source page, click Configuration, then Edit.
4. In the upper-right corner, click Enrichment.

5. Under Enrichment settings, on the tile of each of the enrichment types you'd like to enable, click the toggle ON.

   
6. Click Save.

Supported enrichment types

Panther supports pulling various tables from the Snowflake ACCOUNT_USAGE schema. Below are the schemas for how the data for each enrichment type is structured.

Snowflake.Users

schema: Snowflake.Users
description: Snowflake Users
referenceURL: https://docs.snowflake.com/en/sql-reference/account-usage/users
fields:
  - name: match
    description: match of the LUT
    type: array
    element:
      type: string
  - name: BYPASS_MFA_UNTIL
    description: Timestamp until which multi-factor authentication is bypassed
    type: timestamp
    timeFormats:
      - '%Y-%m-%d %H:%M:%S.%f %z'
      - '%a, %d %b %Y %H:%M:%S %z'
  - name: COMMENT
    description: Comment for the user
    type: string
  - name: CREATED_ON
    required: true
    description: Timestamp when the user was created
    type: timestamp
    timeFormats:
      - '%Y-%m-%d %H:%M:%S.%f %z'
      - '%a, %d %b %Y %H:%M:%S %z'
  - name: DEFAULT_NAMESPACE
    description: Default namespace assigned to the user
    type: string
  - name: DEFAULT_ROLE
    description: Default role assigned to the user
    type: string
  - name: DEFAULT_SECONDARY_ROLE
    description: Specifies the default secondary role for the user (i.e. ALL) or NULL if not set
    type: string
  - name: DEFAULT_WAREHOUSE
    description: Default warehouse assigned to the user
    type: string
  - name: DELETED_ON
    description: Timestamp of when the user was deleted (if deleted)
    type: timestamp
    timeFormats:
      - '%Y-%m-%d %H:%M:%S.%f %z'
      - '%a, %d %b %Y %H:%M:%S %z'
  - name: DISABLED
    description: Indicates whether the user is disabled
    type: boolean
  - name: DISPLAY_NAME
    description: Display name of the user
    type: string
  - name: EMAIL
    description: Email address of the user
    type: string
    indicators:
      - email
  - name: EXT_AUTHN_DUO
    description: Indicates if external authentication via Duo is enabled
    type: boolean
  - name: EXT_AUTHN_ID
    description: The authorization ID used for Duo Security
    type: string
  - name: EXPIRES_AT
    description: The date and time when the user status is set to EXPIRED and the user can no longer log in
    type: timestamp
    timeFormats:
      - '%Y-%m-%d %H:%M:%S.%f %z'
      - '%a, %d %b %Y %H:%M:%S %z'
  - name: FIRST_NAME
    description: First name of the user
    type: string
  - name: LAST_NAME
    description: Last name of the user
    type: string
  - name: HAS_MFA
    description: Indicates if the user has multi-factor authentication enabled
    type: boolean
  - name: HAS_PASSWORD
    description: Indicates if the user has a password set
    type: boolean
  - name: HAS_RSA_PUBLIC_KEY
    description: Indicates if the user has an RSA public key set
    type: boolean
  - name: LAST_SUCCESS_LOGIN
    description: Timestamp of the last successful login
    type: timestamp
    timeFormats:
      - '%Y-%m-%d %H:%M:%S.%f %z'
      - '%a, %d %b %Y %H:%M:%S %z'
  - name: LOCKED_UNTIL_TIME
    description: Timestamp of when the user will be unlocked (if locked)
    type: timestamp
    timeFormats:
      - '%Y-%m-%d %H:%M:%S.%f %z'
      - '%a, %d %b %Y %H:%M:%S %z'
  - name: LOGIN_NAME
    description: Login name of the user
    type: string
  - name: MUST_CHANGE_PASSWORD
    description: Indicates if the user must change their password
    type: boolean
  - name: NAME
    required: true
    description: Name of the user
    type: string
    indicators:
      - username
  - name: OWNER
    description: Owner of the user account
    type: string
  - name: PASSWORD_LAST_SET_TIME
    description: The timestamp on which the last non-null password was set for the user. Defaults to null if no password has been set
    type: timestamp
    timeFormats:
      - '%Y-%m-%d %H:%M:%S.%f %z'
      - '%a, %d %b %Y %H:%M:%S %z'
  - name: SNOWFLAKE_LOCK
    description: Indicates if the user is locked in Snowflake
    type: boolean
  - name: TYPE
    description: 'Specifies the type of user. PERSON, SERVICE, LEGACY_SERVICE, or NULL. Default: NULL'
    type: string
  - name: USER_ID
    required: true
    description: Unique identifier for the user
    type: string

Snowflake.Roles

schema: Snowflake.Roles
description: Information about all roles defined in the Snowflake account
referenceURL: https://docs.snowflake.com/en/sql-reference/account-usage/roles
fields:
  - name: match
    description: Match for lookups, matches ROLE_ID, ROLE_INSTANCE_ID, and NAME
    type: array
    element:
      type: string
  - name: ROLE_ID
    required: true
    description: Internal/system-generated identifier for the role
    type: string
  - name: CREATED_ON
    required: true
    description: Date and time (in the UTC time zone) when the role was created
    type: timestamp
    timeFormats:
      - '%Y-%m-%d %H:%M:%S.%f %z'
      - '%a, %d %b %Y %H:%M:%S %z'
  - name: DELETED_ON
    description: Date and time (in the UTC time zone) when the role was deleted
    type: timestamp
    timeFormats:
      - '%Y-%m-%d %H:%M:%S.%f %z'
      - '%a, %d %b %Y %H:%M:%S %z'
  - name: NAME
    required: true
    description: Name of the role
    type: string
  - name: COMMENT
    description: Comment for the role
    type: string
  - name: OWNER
    description: Role with the OWNERSHIP privilege on the object
    type: string
  - name: ROLE_TYPE
    description: Either ROLE, DATABASE_ROLE, or INSTANCE_ROLE
    type: string
  - name: ROLE_DATABASE_NAME
    description: Name of the database that contains the database role if the role is a database role
    type: string
  - name: ROLE_INSTANCE_ID
    description: Internal/system-generated identifier for the class instance that the role belongs to
    type: string
  - name: OWNER_ROLE_TYPE
    description: The type of role that owns the object, for example ROLE. If a Snowflake Native App owns the object, the value is APPLICATION. Snowflake returns NULL if you delete the object because a deleted object does not have an owner role
    type: string

Snowflake.GrantsToUsers

schema: Snowflake.GrantsToUsers
description: Snowflake Grants to Users
referenceURL: https://docs.snowflake.com/en/sql-reference/account-usage/grants_to_users
fields:
  - name: match
    description: Match field for lookups
    type: array
    element:
      type: string
  - name: CREATED_ON
    required: true
    description: Time and date (in the UTC time zone) when the role is granted
    type: timestamp
    timeFormats:
      - '%Y-%m-%d %H:%M:%S.%f %z'
      - '%a, %d %b %Y %H:%M:%S %z'
  - name: DELETED_ON
    description: Time and date (in the UTC time zone) when the role is revoked
    type: timestamp
    timeFormats:
      - '%Y-%m-%d %H:%M:%S.%f %z'
      - '%a, %d %b %Y %H:%M:%S %z'
  - name: GRANTED_BY
    description: Identifier for the role that granted the privilege
    type: string
  - name: GRANTED_TO
    required: true
    description: For this log type, the value is USER
    type: string
  - name: GRANTEE_NAME
    required: true
    description: Name of the user to whom the privilege is granted
    type: string
    indicators:
      - username
  - name: ROLE
    required: true
    description: Identifier for the role granted to the user
    type: string

Snowflake.GrantsToRoles

schema: Snowflake.GrantsToRoles
description: Snowflake Grants to Roles
referenceURL: https://docs.snowflake.com/en/sql-reference/account-usage/grants_to_roles
fields:
  - name: match
    description: Match field for lookups
    type: array
    element:
      type: string
  - name: CREATED_ON
    required: true
    description: Date and time (in the UTC time zone) when the privilege is granted to the role
    type: timestamp
    timeFormats:
      - '%Y-%m-%d %H:%M:%S.%f %z'
      - '%a, %d %b %Y %H:%M:%S %z'
  - name: DELETED_ON
    description: Date and time (in the UTC time zone) when the privilege is revoked
    type: timestamp
    timeFormats:
      - '%Y-%m-%d %H:%M:%S.%f %z'
      - '%a, %d %b %Y %H:%M:%S %z'
  - name: GRANTED_BY
    description: Identifier for the role that granted the privilege, or the name of the Snowflake Native App object when there are grants to an application role
    type: string
    indicators:
      - username
  - name: GRANTED_BY_ROLE_TYPE
    description: Either APPLICATION, ROLE or DATABASE_ROLE
    type: string
  - name: GRANTED_TO
    required: true
    description: Either ROLE, DATABASE_ROLE, INSTANCE_ROLE, APPLICATION_ROLE, or APPLICATION
    type: string
  - name: GRANTED_ON
    required: true
    description: Object kind, such as TABLE or DATABASE, on which the privilege is granted
    type: string
  - name: GRANTEE_NAME
    required: true
    description: Identifier for the recipient role, the role to which the privilege is granted, or the name of the Snowflake Native App object
    type: string
    indicators:
      - username
  - name: GRANT_OPTION
    description: If set to TRUE, the recipient role can grant the privilege to other roles
    type: boolean
  - name: MODIFIED_ON
    description: Date and time (in the UTC time zone) when the privilege is updated
    type: timestamp
    timeFormats:
      - '%Y-%m-%d %H:%M:%S.%f %z'
      - '%a, %d %b %Y %H:%M:%S %z'
  - name: NAME
    description: Name of the object on which the privilege is granted
    type: string
  - name: PRIVILEGE
    description: Name of the privilege added to the role
    type: string
  - name: TABLE_CATALOG
    description: Name of the database for the current table or the name of the database that stores the instance of a class
    type: string
  - name: TABLE_SCHEMA
    description: Name of the schema for the current table or the name of the schema that stores the instance of a class
    type: string
  - name: OBJECT_INSTANCE
    description: The fully-qualified name of the object that contains the instance role for a particular class in the format database.schema.class
    type: json

Snowflake.Stages

schema: Snowflake.Stages
description: Snowflake Stages
referenceURL: https://docs.snowflake.com/en/sql-reference/account-usage/stages
fields:
  - name: match
    description: match of the LUT
    type: array
    element:
      type: string
  - name: CREATED
    required: true
    description: Timestamp when the stage was created
    type: timestamp
    timeFormats:
      - '%Y-%m-%d %H:%M:%S.%f %z'
      - '%a, %d %b %Y %H:%M:%S %z'
  - name: DELETED
    description: Timestamp when the stage was deleted
    type: timestamp
    timeFormats:
      - '%Y-%m-%d %H:%M:%S.%f %z'
      - '%a, %d %b %Y %H:%M:%S %z'
  - name: INSTANCE_ID
    description: Internal/system-generated identifier for the instance which the object belongs to
    type: string
  - name: LAST_ALTERED
    description: Timestamp when the stage was last altered
    type: timestamp
    timeFormats:
      - '%Y-%m-%d %H:%M:%S.%f %z'
      - '%a, %d %b %Y %H:%M:%S %z'
  - name: OWNER_ROLE_TYPE
    description: The type of role that owns the object, for example ROLE. If a Snowflake Native App owns the object, the value is APPLICATION
    type: string
  - name: STAGE_CATALOG
    description: Catalog where the stage resides
    type: string
  - name: STAGE_CATALOG_ID
    required: true
    description: Unique identifier for the stage catalog
    type: string
  - name: STAGE_ID
    required: true
    description: Unique identifier for the stage
    type: string
  - name: STAGE_NAME
    required: true
    description: Name of the stage
    type: string
  - name: STAGE_REGION
    description: Region where the stage is located
    type: string
  - name: STAGE_SCHEMA
    description: Schema where the stage resides
    type: string
  - name: STAGE_OWNER
    description: Name of the role that owns the stage; NULL if it has been dropped
    type: string
  - name: COMMENT
    description: Comment for this stage. NULL if no comment is provided
    type: string
  - name: STAGE_SCHEMA_ID
    required: true
    description: Unique identifier for the stage schema
    type: string
  - name: STAGE_TYPE
    description: Type of the stage (e.g., External Named)
    type: string
  - name: STAGE_URL
    description: URL of the stage
    type: string
  - name: STORAGE_INTEGRATION
    description: Storage integration associated with the stage
    type: string

Snowflake.NetworkPolicies

Because Lookup Tables have a row limit of 65 KB, if the size of the combined values of the ALLOWED_IP_LIST and BLOCKED_IP_LIST fields exceed 40 KB, they will be truncated to meet this limit.

schema: Snowflake.NetworkPolicies
description: Snowflake Network Policies
referenceURL: https://docs.snowflake.com/en/sql-reference/account-usage/network_policies
fields:
  - name: match
    description: ID of the network policy for matching
    type: array
    element:
      type: string
  - name: ID
    required: true
    description: Internal system-generated identifier for network policy
    type: string
  - name: NAME
    required: true
    description: Network policy name
    type: string
  - name: OWNER
    description: Name of the role that owns the network policy
    type: string
  - name: OWNER_ROLE_TYPE
    description: The type of role that owns the object, for example ROLE. If a Snowflake Native App owns the object, the value is APPLICATION. Snowflake returns NULL if you delete the object because a deleted object does not have an owner role
    type: string
  - name: COMMENT
    description: Comment for the network policy (if any)
    type: string
  - name: CREATED
    description: Date and time that the network policy was created
    type: timestamp
    timeFormats:
      - '%Y-%m-%d %H:%M:%S.%f %z'
      - '%a, %d %b %Y %H:%M:%S %z'
  - name: LAST_ALTERED
    required: true
    description: Date and time that the network policy was last altered
    type: timestamp
    timeFormats:
      - '%Y-%m-%d %H:%M:%S.%f %z'
      - '%a, %d %b %Y %H:%M:%S %z'
  - name: DELETED
    description: Date and time the network policy was dropped
    type: timestamp
    timeFormats:
      - '%Y-%m-%d %H:%M:%S.%f %z'
      - '%a, %d %b %Y %H:%M:%S %z'
  - name: ALLOWED_IP_LIST
    description: List of allowed IPv4 addresses and CIDR block ranges in the corresponding network policy
    type: array
    element:
      type: string
  - name: BLOCKED_IP_LIST
    description: List of blocked IPv4 addresses and CIDR block ranges in the corresponding network policy
    type: array
    element:
      type: string