Detection rules › Elastic
Entra ID OAuth Flow by Microsoft Authentication Broker to Device Registration Service (DRS)
Identifies separate OAuth authorization flows in Microsoft Entra ID where the same user principal and session ID are observed across multiple IP addresses within a 5-minute window. These flows involve the Microsoft Authentication Broker (MAB) as the client application and the Device Registration Service (DRS) as the target resource. This pattern is highly indicative of OAuth phishing activity, where an adversary crafts a legitimate Microsoft login URL to trick a user into completing authentication and sharing the resulting authorization code, which is then exchanged for an access and refresh token by the attacker.
MITRE ATT&CK coverage
| Tactic | Techniques |
|---|---|
| Initial Access | T1078.004 Valid Accounts: Cloud Accounts, T1566.002 Phishing: Spearphishing Link |
| Stealth | T1078.004 Valid Accounts: Cloud Accounts |
| Credential Access | T1528 Steal Application Access Token |
| Lateral Movement | T1550.001 Use Alternate Authentication Material: Application Access Token |
Rule body elastic
[metadata]
creation_date = "2025/04/30"
integration = ["azure"]
maturity = "production"
updated_date = "2026/04/10"
[rule]
author = ["Elastic"]
description = """
Identifies separate OAuth authorization flows in Microsoft Entra ID where the same user principal and session ID are
observed across multiple IP addresses within a 5-minute window. These flows involve the Microsoft Authentication Broker
(MAB) as the client application and the Device Registration Service (DRS) as the target resource. This pattern is highly
indicative of OAuth phishing activity, where an adversary crafts a legitimate Microsoft login URL to trick a user into
completing authentication and sharing the resulting authorization code, which is then exchanged for an access and
refresh token by the attacker.
"""
false_positives = [
"""
Legitimate device registrations using Microsoft Authentication Broker may occur during corporate enrollment
scenarios or bulk provisioning, but it is uncommon for multiple source IPs to register the same identity across
Microsoft Graph, Device Registration Service (DRS), and Azure Active Directory (AAD) in a short time span.
""",
]
from = "now-61m"
interval = "60m"
language = "esql"
license = "Elastic License v2"
name = "Entra ID OAuth Flow by Microsoft Authentication Broker to Device Registration Service (DRS)"
note = """## Triage and analysis
### Investigating Entra ID OAuth Flow by Microsoft Authentication Broker to Device Registration Service (DRS)
This rule identifies potential OAuth phishing behavior in Microsoft Entra ID where two OAuth authorization flows are observed in quick succession, sharing the same user principal and session ID but originating from different IP addresses. The client application is the Microsoft Authentication Broker, and the target resource is the Device Registration Service (DRS). This pattern is indicative of adversaries attempting to phish targets for OAuth sessions by tricking users into authenticating through a crafted URL, which then allows the attacker to obtain an authorization code and exchange it for access and refresh tokens.
### Possible Investigation Steps:
- `target`: The user principal name targeted by the authentication broker. Investigate whether this user has recently registered a device, signed in from new IPs, or had password resets or MFA changes.
- `session_id`: Used to correlate all events in the OAuth flow. All sign-ins in the alert share the same session, suggesting shared or hijacked state.
- `unique_token_id`: Lists tokens generated in the flow. If multiple IDs exist in the same session, this indicates token issuance from different locations.
- `source_ip`, `city_name`, `country_name`, `region_name`: Review the IPs and geolocations involved. A mismatch in geographic origin within minutes can signal adversary involvement.
- `user_agent`: Conflicting user agents (e.g., `python-requests` and `Chrome`) suggest one leg of the session was scripted or automated.
- `os`: If multiple operating systems are observed in the same short session (e.g., macOS and Windows), this may suggest activity from different environments.
- `incoming_token_type`: Look for values like `"none"` or `"refreshToken"` that can indicate abnormal or re-authenticated activity.
- `token_session_status`: A value of `"unbound"` means the issued token is not tied to a device or CAE session, making it reusable from another IP.
- `conditional_access_status`: If this is `"notApplied"`, it may indicate that expected access policies were not enforced.
- `auth_count`: Number of events in the session. More than one indicates the session was reused within the time window.
- `target_time_window`: Use this to pivot into raw sign-in logs to review the exact sequence and timing of the activity.
- Search `azure.auditlogs` for any device join or registration activity around the `target_time_window`.
- Review `azure.identityprotection` logs for anonymized IPs, impossible travel, or token replay alerts.
- Search for other activity from the same IPs across all users to identify horizontal movement.
### False Positive Analysis
- A legitimate device join from a user switching networks (e.g., mobile hotspot to Wi-Fi) could explain multi-IP usage.
- Some identity management agents or EDR tools may use MAB for background device registration flows.
- Developers or IT administrators may access DRS across environments when testing.
### Response and Remediation
- If confirmed unauthorized, revoke all refresh tokens for the user and disable any suspicious registered devices.
- Notify the user and verify if the authentication or device join was expected.
- Review Conditional Access policies for the Microsoft Authentication Broker (`29d9ed98-a469-4536-ade2-f981bc1d605e`) to ensure enforcement of MFA and device trust.
- Consider restricting token-based reauthentication from anonymized infrastructure or unusual user agents.
- Continue monitoring for follow-on activity, such as privilege escalation, token misuse, or lateral movement.
"""
references = [
"https://www.volexity.com/blog/2025/04/22/phishing-for-codes-russian-threat-actors-target-microsoft-365-oauth-workflows/",
"https://github.com/dirkjanm/ROADtools",
"https://dirkjanm.io/phishing-for-microsoft-entra-primary-refresh-tokens/",
]
risk_score = 73
rule_id = "375132c6-25d5-11f0-8745-f661ea17fbcd"
setup = """#### Required Microsoft Entra ID Sign-In Logs
This rule requires the Microsoft Entra ID Sign-In Logs integration be enabled and configured to collect sign-in logs. In Entra ID, sign-in logs must be enabled and streaming to the Event Hub used for the Azure integration.
"""
severity = "high"
tags = [
"Domain: Cloud",
"Domain: Identity",
"Data Source: Azure",
"Data Source: Entra ID",
"Data Source: Entra ID Sign-in Logs",
"Use Case: Identity and Access Audit",
"Use Case: Threat Detection",
"Resources: Investigation Guide",
"Tactic: Initial Access",
]
timestamp_override = "event.ingested"
type = "esql"
query = '''
from logs-azure.signinlogs-* metadata _id, _version, _index
| where
data_stream.dataset == "azure.signinlogs" and
event.outcome == "success" and
azure.signinlogs.properties.user_type == "Member" and
azure.signinlogs.identity is not null and
azure.signinlogs.properties.user_principal_name is not null and
source.address is not null and
azure.signinlogs.properties.app_id == "29d9ed98-a469-4536-ade2-f981bc1d605e" and // MAB
azure.signinlogs.properties.resource_id == "01cb2876-7ebd-4aa4-9cc9-d28bd4d359a9" // DRS
| eval
Esql.time_window_date_trunc = date_trunc(30 minutes, @timestamp),
Esql.azure_signinlogs_properties_session_id = azure.signinlogs.properties.session_id,
Esql.is_browser_case = case(
to_lower(azure.signinlogs.properties.device_detail.browser) rlike "(chrome|firefox|edge|safari).*", 1, 0
)
| stats
Esql_priv.azure_signinlogs_properties_user_display_name_values = values(azure.signinlogs.properties.user_display_name),
Esql_priv.azure_signinlogs_properties_user_principal_name_values = values(azure.signinlogs.properties.user_principal_name),
Esql.azure_signinlogs_properties_session_id_values = values(azure.signinlogs.properties.session_id),
Esql.azure_signinlogs_properties_unique_token_identifier_values = values(azure.signinlogs.properties.unique_token_identifier),
Esql.source_geo_city_name_values = values(source.geo.city_name),
Esql.source_geo_country_name_values = values(source.geo.country_name),
Esql.source_geo_region_name_values = values(source.geo.region_name),
Esql.source_address_values = values(source.address),
Esql.source_address_count_distinct = count_distinct(source.address),
Esql.source_as_organization_name_values = values(source.`as`.organization.name),
Esql.azure_signinlogs_properties_authentication_protocol_values = values(azure.signinlogs.properties.authentication_protocol),
Esql.azure_signinlogs_properties_authentication_requirement_values = values(azure.signinlogs.properties.authentication_requirement),
Esql.azure_signinlogs_properties_is_interactive_values = values(azure.signinlogs.properties.is_interactive),
Esql.azure_signinlogs_properties_incoming_token_type_values = values(azure.signinlogs.properties.incoming_token_type),
Esql.azure_signinlogs_properties_token_protection_status_details_sign_in_session_status_values = values(azure.signinlogs.properties.token_protection_status_details.sign_in_session_status),
Esql.azure_signinlogs_properties_session_id_count_distinct = count_distinct(azure.signinlogs.properties.session_id),
Esql.azure_signinlogs_properties_app_display_name_values = values(azure.signinlogs.properties.app_display_name),
Esql.azure_signinlogs_properties_app_id_values = values(azure.signinlogs.properties.app_id),
Esql.azure_signinlogs_properties_resource_id_values = values(azure.signinlogs.properties.resource_id),
Esql.azure_signinlogs_properties_resource_display_name_values = values(azure.signinlogs.properties.resource_display_name),
Esql.azure_signinlogs_properties_app_owner_tenant_id_values = values(azure.signinlogs.properties.app_owner_tenant_id),
Esql.azure_signinlogs_properties_resource_owner_tenant_id_values = values(azure.signinlogs.properties.resource_owner_tenant_id),
Esql.azure_signinlogs_properties_conditional_access_status_values = values(azure.signinlogs.properties.conditional_access_status),
Esql.azure_signinlogs_properties_risk_state_values = values(azure.signinlogs.properties.risk_state),
Esql.azure_signinlogs_properties_risk_level_aggregated_values = values(azure.signinlogs.properties.risk_level_aggregated),
Esql.azure_signinlogs_properties_device_detail_browser_values = values(azure.signinlogs.properties.device_detail.browser),
Esql.azure_signinlogs_properties_device_detail_operating_system_values = values(azure.signinlogs.properties.device_detail.operating_system),
Esql.user_agent_original_values = values(user_agent.original),
Esql.is_browser_case_max = max(Esql.is_browser_case),
Esql.event_count = count(*)
by
Esql.time_window_date_trunc,
azure.signinlogs.properties.user_principal_name,
azure.signinlogs.properties.session_id
| keep
Esql.time_window_date_trunc,
Esql_priv.azure_signinlogs_properties_user_display_name_values,
Esql_priv.azure_signinlogs_properties_user_principal_name_values,
Esql.azure_signinlogs_properties_session_id_values,
Esql.azure_signinlogs_properties_unique_token_identifier_values,
Esql.source_geo_city_name_values,
Esql.source_geo_country_name_values,
Esql.source_geo_region_name_values,
Esql.source_address_values,
Esql.source_address_count_distinct,
Esql.source_as_organization_name_values,
Esql.azure_signinlogs_properties_authentication_protocol_values,
Esql.azure_signinlogs_properties_authentication_requirement_values,
Esql.azure_signinlogs_properties_is_interactive_values,
Esql.azure_signinlogs_properties_incoming_token_type_values,
Esql.azure_signinlogs_properties_token_protection_status_details_sign_in_session_status_values,
Esql.azure_signinlogs_properties_session_id_count_distinct,
Esql.azure_signinlogs_properties_app_display_name_values,
Esql.azure_signinlogs_properties_app_id_values,
Esql.azure_signinlogs_properties_resource_id_values,
Esql.azure_signinlogs_properties_resource_display_name_values,
Esql.azure_signinlogs_properties_app_owner_tenant_id_values,
Esql.azure_signinlogs_properties_resource_owner_tenant_id_values,
Esql.azure_signinlogs_properties_conditional_access_status_values,
Esql.azure_signinlogs_properties_risk_state_values,
Esql.azure_signinlogs_properties_risk_level_aggregated_values,
Esql.azure_signinlogs_properties_device_detail_browser_values,
Esql.azure_signinlogs_properties_device_detail_operating_system_values,
Esql.user_agent_original_values,
Esql.is_browser_case_max,
Esql.event_count
| where
Esql.source_address_count_distinct >= 2 and
Esql.azure_signinlogs_properties_session_id_count_distinct == 1 and
Esql.is_browser_case_max >= 1 and
Esql.event_count >= 2
'''
[[rule.threat]]
framework = "MITRE ATT&CK"
[[rule.threat.technique]]
id = "T1078"
name = "Valid Accounts"
reference = "https://attack.mitre.org/techniques/T1078/"
[[rule.threat.technique.subtechnique]]
id = "T1078.004"
name = "Cloud Accounts"
reference = "https://attack.mitre.org/techniques/T1078/004/"
[[rule.threat.technique]]
id = "T1566"
name = "Phishing"
reference = "https://attack.mitre.org/techniques/T1566/"
[[rule.threat.technique.subtechnique]]
id = "T1566.002"
name = "Spearphishing Link"
reference = "https://attack.mitre.org/techniques/T1566/002/"
[rule.threat.tactic]
id = "TA0001"
name = "Initial Access"
reference = "https://attack.mitre.org/tactics/TA0001/"
[[rule.threat]]
framework = "MITRE ATT&CK"
[[rule.threat.technique]]
id = "T1528"
name = "Steal Application Access Token"
reference = "https://attack.mitre.org/techniques/T1528/"
[rule.threat.tactic]
id = "TA0006"
name = "Credential Access"
reference = "https://attack.mitre.org/tactics/TA0006/"
[[rule.threat]]
framework = "MITRE ATT&CK"
[[rule.threat.technique]]
id = "T1550"
name = "Use Alternate Authentication Material"
reference = "https://attack.mitre.org/techniques/T1550/"
[[rule.threat.technique.subtechnique]]
id = "T1550.001"
name = "Application Access Token"
reference = "https://attack.mitre.org/techniques/T1550/001/"
[rule.threat.tactic]
id = "TA0005"
name = "Defense Evasion"
reference = "https://attack.mitre.org/tactics/TA0005/"
Stages and Predicates
Stage 1: from
from logs-azure.signinlogs-* metadata _id, _version, _index
Stage 2: where
| where
data_stream.dataset == "azure.signinlogs" and
event.outcome == "success" and
azure.signinlogs.properties.user_type == "Member" and
azure.signinlogs.identity is not null and
azure.signinlogs.properties.user_principal_name is not null and
source.address is not null and
azure.signinlogs.properties.app_id == "29d9ed98-a469-4536-ade2-f981bc1d605e" and
azure.signinlogs.properties.resource_id == "01cb2876-7ebd-4aa4-9cc9-d28bd4d359a9"
Stage 3: eval
| eval
Esql.time_window_date_trunc = date_trunc(30 minutes, @timestamp),
Esql.azure_signinlogs_properties_session_id = azure.signinlogs.properties.session_id,
Esql.is_browser_case = case(
to_lower(azure.signinlogs.properties.device_detail.browser) rlike "(chrome|firefox|edge|safari).*", 1, 0
)
Esql.is_browser_case =to_lower(azure.signinlogs.properties.device_detail.browser) rlike "(chrome|firefox|edge|safari).*"10Stage 4: stats
| stats
Esql_priv.azure_signinlogs_properties_user_display_name_values = values(azure.signinlogs.properties.user_display_name),
Esql_priv.azure_signinlogs_properties_user_principal_name_values = values(azure.signinlogs.properties.user_principal_name),
Esql.azure_signinlogs_properties_session_id_values = values(azure.signinlogs.properties.session_id),
Esql.azure_signinlogs_properties_unique_token_identifier_values = values(azure.signinlogs.properties.unique_token_identifier),
Esql.source_geo_city_name_values = values(source.geo.city_name),
Esql.source_geo_country_name_values = values(source.geo.country_name),
Esql.source_geo_region_name_values = values(source.geo.region_name),
Esql.source_address_values = values(source.address),
Esql.source_address_count_distinct = count_distinct(source.address),
Esql.source_as_organization_name_values = values(source.`as`.organization.name),
Esql.azure_signinlogs_properties_authentication_protocol_values = values(azure.signinlogs.properties.authentication_protocol),
Esql.azure_signinlogs_properties_authentication_requirement_values = values(azure.signinlogs.properties.authentication_requirement),
Esql.azure_signinlogs_properties_is_interactive_values = values(azure.signinlogs.properties.is_interactive),
Esql.azure_signinlogs_properties_incoming_token_type_values = values(azure.signinlogs.properties.incoming_token_type),
Esql.azure_signinlogs_properties_token_protection_status_details_sign_in_session_status_values = values(azure.signinlogs.properties.token_protection_status_details.sign_in_session_status),
Esql.azure_signinlogs_properties_session_id_count_distinct = count_distinct(azure.signinlogs.properties.session_id),
Esql.azure_signinlogs_properties_app_display_name_values = values(azure.signinlogs.properties.app_display_name),
Esql.azure_signinlogs_properties_app_id_values = values(azure.signinlogs.properties.app_id),
Esql.azure_signinlogs_properties_resource_id_values = values(azure.signinlogs.properties.resource_id),
Esql.azure_signinlogs_properties_resource_display_name_values = values(azure.signinlogs.properties.resource_display_name),
Esql.azure_signinlogs_properties_app_owner_tenant_id_values = values(azure.signinlogs.properties.app_owner_tenant_id),
Esql.azure_signinlogs_properties_resource_owner_tenant_id_values = values(azure.signinlogs.properties.resource_owner_tenant_id),
Esql.azure_signinlogs_properties_conditional_access_status_values = values(azure.signinlogs.properties.conditional_access_status),
Esql.azure_signinlogs_properties_risk_state_values = values(azure.signinlogs.properties.risk_state),
Esql.azure_signinlogs_properties_risk_level_aggregated_values = values(azure.signinlogs.properties.risk_level_aggregated),
Esql.azure_signinlogs_properties_device_detail_browser_values = values(azure.signinlogs.properties.device_detail.browser),
Esql.azure_signinlogs_properties_device_detail_operating_system_values = values(azure.signinlogs.properties.device_detail.operating_system),
Esql.user_agent_original_values = values(user_agent.original),
Esql.is_browser_case_max = max(Esql.is_browser_case),
Esql.event_count = count(*)
by
Esql.time_window_date_trunc,
azure.signinlogs.properties.user_principal_name,
azure.signinlogs.properties.session_id
Stage 5: keep
| keep
Esql.time_window_date_trunc,
Esql_priv.azure_signinlogs_properties_user_display_name_values,
Esql_priv.azure_signinlogs_properties_user_principal_name_values,
Esql.azure_signinlogs_properties_session_id_values,
Esql.azure_signinlogs_properties_unique_token_identifier_values,
Esql.source_geo_city_name_values,
Esql.source_geo_country_name_values,
Esql.source_geo_region_name_values,
Esql.source_address_values,
Esql.source_address_count_distinct,
Esql.source_as_organization_name_values,
Esql.azure_signinlogs_properties_authentication_protocol_values,
Esql.azure_signinlogs_properties_authentication_requirement_values,
Esql.azure_signinlogs_properties_is_interactive_values,
Esql.azure_signinlogs_properties_incoming_token_type_values,
Esql.azure_signinlogs_properties_token_protection_status_details_sign_in_session_status_values,
Esql.azure_signinlogs_properties_session_id_count_distinct,
Esql.azure_signinlogs_properties_app_display_name_values,
Esql.azure_signinlogs_properties_app_id_values,
Esql.azure_signinlogs_properties_resource_id_values,
Esql.azure_signinlogs_properties_resource_display_name_values,
Esql.azure_signinlogs_properties_app_owner_tenant_id_values,
Esql.azure_signinlogs_properties_resource_owner_tenant_id_values,
Esql.azure_signinlogs_properties_conditional_access_status_values,
Esql.azure_signinlogs_properties_risk_state_values,
Esql.azure_signinlogs_properties_risk_level_aggregated_values,
Esql.azure_signinlogs_properties_device_detail_browser_values,
Esql.azure_signinlogs_properties_device_detail_operating_system_values,
Esql.user_agent_original_values,
Esql.is_browser_case_max,
Esql.event_count
Stage 6: where
| where
Esql.source_address_count_distinct >= 2 and
Esql.azure_signinlogs_properties_session_id_count_distinct == 1 and
Esql.is_browser_case_max >= 1 and
Esql.event_count >= 2
Indicators
Each row is a field, operator, and value that the rule matches. The corpus column counts how many other rules in the catalog look for the same combination: high numbers point to widely-used, community-vetted indicators. Blank or 1 shows that the indicator is specific to this rule.
| Field | Kind | Values |
|---|---|---|
Esql.azure_signinlogs_properties_session_id_count_distinct | eq |
|
Esql.event_count | ge |
|
Esql.is_browser_case_max | ge |
|
Esql.source_address_count_distinct | ge |
|
azure.signinlogs.identity | is_not_null | |
azure.signinlogs.properties.app_id | eq |
|
azure.signinlogs.properties.resource_id | eq |
|
azure.signinlogs.properties.user_principal_name | is_not_null | |
azure.signinlogs.properties.user_type | eq |
|
data_stream.dataset | eq |
|
event.outcome | eq |
|
source.address | is_not_null |
Output fields
Fields the rule emits when it matches. Chronicle authors list these in the outcome block; they appear on the detection and $risk_score drives alerting. Sentinel / Defender XDR rules build them up through project / summarize / extend stages. Sentinel maps these into alert fields via entityMappings and customDetails; Defender XDR custom detections surface them as alert fields directly.
| Field | Source |
|---|---|
Esql.time_window_date_trunc | KEEP Esql.time_window_date_trunc |
Esql_priv.azure_signinlogs_properties_user_display_name_values | KEEP Esql_priv.azure_signinlogs_properties_user_display_name_values |
Esql_priv.azure_signinlogs_properties_user_principal_name_values | KEEP Esql_priv.azure_signinlogs_properties_user_principal_name_values |
Esql.azure_signinlogs_properties_session_id_values | KEEP Esql.azure_signinlogs_properties_session_id_values |
Esql.azure_signinlogs_properties_unique_token_identifier_values | KEEP Esql.azure_signinlogs_properties_unique_token_identifier_values |
Esql.source_geo_city_name_values | KEEP Esql.source_geo_city_name_values |
Esql.source_geo_country_name_values | KEEP Esql.source_geo_country_name_values |
Esql.source_geo_region_name_values | KEEP Esql.source_geo_region_name_values |
Esql.source_address_values | KEEP Esql.source_address_values |
Esql.source_address_count_distinct | KEEP Esql.source_address_count_distinct |
Esql.source_as_organization_name_values | KEEP Esql.source_as_organization_name_values |
Esql.azure_signinlogs_properties_authentication_protocol_values | KEEP Esql.azure_signinlogs_properties_authentication_protocol_values |
Esql.azure_signinlogs_properties_authentication_requirement_values | KEEP Esql.azure_signinlogs_properties_authentication_requirement_values |
Esql.azure_signinlogs_properties_is_interactive_values | KEEP Esql.azure_signinlogs_properties_is_interactive_values |
Esql.azure_signinlogs_properties_incoming_token_type_values | KEEP Esql.azure_signinlogs_properties_incoming_token_type_values |
Esql.azure_signinlogs_properties_token_protection_status_details_sign_in_session_status_values | KEEP Esql.azure_signinlogs_properties_token_protection_status_details_sign_in_session_status_values |
Esql.azure_signinlogs_properties_session_id_count_distinct | KEEP Esql.azure_signinlogs_properties_session_id_count_distinct |
Esql.azure_signinlogs_properties_app_display_name_values | KEEP Esql.azure_signinlogs_properties_app_display_name_values |
Esql.azure_signinlogs_properties_app_id_values | KEEP Esql.azure_signinlogs_properties_app_id_values |
Esql.azure_signinlogs_properties_resource_id_values | KEEP Esql.azure_signinlogs_properties_resource_id_values |
Esql.azure_signinlogs_properties_resource_display_name_values | KEEP Esql.azure_signinlogs_properties_resource_display_name_values |
Esql.azure_signinlogs_properties_app_owner_tenant_id_values | KEEP Esql.azure_signinlogs_properties_app_owner_tenant_id_values |
Esql.azure_signinlogs_properties_resource_owner_tenant_id_values | KEEP Esql.azure_signinlogs_properties_resource_owner_tenant_id_values |
Esql.azure_signinlogs_properties_conditional_access_status_values | KEEP Esql.azure_signinlogs_properties_conditional_access_status_values |
Esql.azure_signinlogs_properties_risk_state_values | KEEP Esql.azure_signinlogs_properties_risk_state_values |
Esql.azure_signinlogs_properties_risk_level_aggregated_values | KEEP Esql.azure_signinlogs_properties_risk_level_aggregated_values |
Esql.azure_signinlogs_properties_device_detail_browser_values | KEEP Esql.azure_signinlogs_properties_device_detail_browser_values |
Esql.azure_signinlogs_properties_device_detail_operating_system_values | KEEP Esql.azure_signinlogs_properties_device_detail_operating_system_values |
Esql.user_agent_original_values | KEEP Esql.user_agent_original_values |
Esql.is_browser_case_max | KEEP Esql.is_browser_case_max |
Esql.event_count | KEEP Esql.event_count |