.svg){kind=logo}
Summary of Breach
In May 2024, Snowflake became aware of unauthorized access to some of its customer accounts, with threat-related activity going back to mid-April 2025. Snowflake states that the unauthorized access likely stemmed from leaked customer credentials not a vulnerability in the platform. However, there are a number of preventive measures their customers can take if they are still concerned.
Investigation Steps
Identify Any Malicious/Unauthorized Access and Sessions
- Log into Snowflake
- Create to a new worksheet and name it accordingly
- Run the following query to list any usernames that have attempted a login from one of the suspicious IP addresses
Unset
SELECT DISTINCT USER_NAME FROM snowflake.account_usage.login_history
WHERE client_ip IN (
'104.223.91.28',
'198.54.135.99',
'184.147.100.29',
'146.70.117.210',
'198.54.130.153',
'169.150.203.22',
'185.156.46.163',
'146.70.171.99',
'206.217.206.108',
'45.86.221.146',
'193.32.126.233',
'87.249.134.11',
'66.115.189.247',
'104.129.24.124',
'146.70.171.112',
'198.54.135.67',
'146.70.124.216',
'45.134.142.200',
'206.217.205.49',
'146.70.117.56',
'169.150.201.25',
'66.63.167.147',
'194.230.144.126',
'146.70.165.227',
'154.47.30.137',
'154.47.30.150',
'96.44.191.140',
'146.70.166.176',
'198.44.136.56',
'176.123.6.193',
'192.252.212.60',
'173.44.63.112',
'37.19.210.34',
'37.19.210.21',
'185.213.155.241',
'198.44.136.82',
'93.115.0.49',
'204.152.216.105',
'198.44.129.82',
'185.248.85.59',
'198.54.131.152',
'102.165.16.161',
'185.156.46.144',
'45.134.140.144',
'198.54.135.35',
'176.123.3.132',
'185.248.85.14',
'169.150.223.208',
'162.33.177.32',
'194.230.145.67',
'5.47.87.202',
'194.230.160.5',
'194.230.147.127',
'176.220.186.152',
'194.230.160.237',
'194.230.158.178',
'194.230.145.76',
'45.155.91.99',
'194.230.158.107',
'194.230.148.99',
'194.230.144.50',
'185.204.1.178',
'79.127.217.44',
'104.129.24.115',
'146.70.119.24',
'138.199.34.144',
'198.44.136.35',
'66.115.189.210',
'206.217.206.88',
'37.19.210.28',
'146.70.225.67',
'138.199.43.92',
'149.102.246.3',
'43.225.189.163',
'185.201.188.34',
'178.249.209.163',
'199.116.118.210',
'198.54.130.147',
'156.59.50.195',
'198.44.136.195',
'198.44.129.67',
'37.19.221.170',
'96.44.189.99',
'146.70.134.3',
'66.115.189.200',
'103.75.11.51',
'69.4.234.118',
'146.70.173.195',
'138.199.60.29',
'66.115.189.160',
'154.47.30.144',
'178.249.211.80',
'143.244.47.92',
'146.70.132.227',
'193.19.207.226',
'46.19.136.227',
'68.235.44.35',
'103.136.147.4',
'198.54.133.163',
'169.150.203.16',
'146.70.224.3',
'87.249.134.15',
'198.54.134.131',
'142.147.89.226',
'146.70.117.35',
'193.19.207.196',
'146.70.144.35',
'146.70.173.131',
'107.150.22.3',
'169.150.201.29',
'146.70.117.163',
'146.70.138.195',
'146.70.184.67',
'104.129.57.67',
'185.248.85.49',
'146.70.168.67',
'138.199.43.66',
'79.127.217.35',
'194.127.167.108',
'194.36.25.49',
'146.70.171.67',
'138.199.60.3',
'45.134.212.93',
'146.70.187.67',
'66.63.167.163',
'154.47.29.3',
'149.102.246.16',
'198.44.129.99',
'146.70.128.195',
'185.65.134.191',
'146.70.119.35',
'87.249.134.28',
'149.102.240.67',
'103.75.11.67',
'69.4.234.124',
'169.150.196.3',
'169.150.201.3',
'185.188.61.196',
'87.249.134.2',
'138.199.15.163',
'45.134.213.195',
'138.199.6.208',
'169.150.227.223',
'146.70.200.3',
'149.88.22.156',
'173.205.85.35',
'206.217.206.48',
'194.36.25.4',
'154.47.16.48',
'37.19.200.131',
'146.70.166.131',
'37.19.221.144',
'149.88.20.207',
'79.127.222.195',
'194.127.167.88',
'96.44.191.131',
'69.4.234.119',
'138.199.6.221',
'146.70.128.227',
'66.63.167.195',
'169.150.196.16',
'185.201.188.4',
'173.44.63.67',
'79.127.222.208',
'198.54.134.99',
'198.54.135.131',
'138.199.43.79',
'66.115.189.190',
'149.88.20.194',
'141.98.252.190',
'129.227.46.163',
'31.171.154.51',
'79.127.217.48',
'69.4.234.116',
'206.217.206.68',
'103.125.233.19',
'146.70.188.131',
'169.150.227.198',
'129.227.46.131',
'198.44.136.99',
'149.88.22.130',
'193.138.7.138',
'146.70.168.195',
'169.150.203.29',
'206.217.205.118',
'146.70.185.3',
'146.70.124.131',
'194.127.199.32',
'149.102.240.80',
'143.244.47.79',
'178.255.149.166',
'188.241.176.195',
'69.4.234.125',
'138.199.21.240',
'45.134.79.98',
'178.249.209.176',
'68.235.44.3',
'198.54.133.131',
'193.138.7.158',
'154.47.30.131',
'204.152.216.115',
'206.217.205.125',
'37.19.200.144',
'146.70.171.131',
'198.54.130.99',
'149.22.81.208',
'146.70.197.131',
'198.54.131.131',
'138.199.15.147',
'185.248.85.34',
'143.244.47.66',
'92.60.40.225',
'178.249.214.3',
'146.70.133.3',
'179.43.189.67',
'69.4.234.120',
'146.70.199.195',
'185.156.46.157',
'45.134.142.194',
'68.235.44.195',
'209.54.101.131',
'104.129.41.195',
'146.70.225.3',
'206.217.205.126',
'103.136.147.130',
'194.110.115.3',
'178.249.211.93',
'185.188.61.226',
'194.110.115.35',
'146.70.198.195',
'169.150.198.67',
'103.108.229.67',
'138.199.60.16',
'96.44.191.147',
'31.170.22.16',
'45.134.140.131',
'169.150.196.29',
'103.216.220.19',
'173.205.93.3',
'146.70.199.131',
'103.214.20.131',
'149.88.22.143',
'149.40.50.113',
'138.199.21.227',
'138.199.6.195',
'103.216.220.35',
'198.44.136.67',
'199.116.118.194',
'146.70.129.131',
'199.116.118.233',
'146.70.184.3',
'185.254.75.14',
'38.240.225.69',
'149.22.81.195',
'43.225.189.132',
'45.134.142.207',
'146.70.196.195',
'198.44.140.195',
'206.217.205.119',
'38.240.225.37',
'169.150.227.211',
'37.19.200.157',
'146.70.132.195',
'146.70.211.67',
'206.217.206.28',
'178.249.214.16',
'149.88.22.169',
'149.88.104.16',
'194.36.25.34',
'146.70.197.195',
'45.134.212.80',
'156.59.50.227',
'104.223.91.19',
'198.54.130.131',
'185.248.85.19',
'45.134.79.68',
'45.134.142.220',
'185.204.1.179',
'146.70.129.99',
'146.70.133.99',
'69.4.234.122',
'178.249.211.67',
'198.54.131.163',
'198.44.129.35',
'103.108.231.51',
'146.70.165.3',
'37.19.221.157',
'92.60.40.210',
'154.47.16.35',
'194.127.199.3',
'37.19.210.2',
'103.108.231.67',
'204.152.216.99',
'176.123.7.143',
'176.123.10.35',
'195.160.223.23')
For any results, assess the username and decide whether to disable the user account. To disable the user account simply run:
Unset
set user_name = "SUSPECTED_USER";
ALTER USER IDENTIFIER($user_name) SET DISABLED = TRUE
Alternatively, you could automatically disable any users by utilising the above query and passing the results directly into the ALTER USER by:
Unset
BEGIN
FOR row IN (
SELECT DISTINCT USER_NAME FROM snowflake.account_usage.login_history
WHERE client_ip IN (
'104.223.91.28',
'198.54.135.99',
'184.147.100.29',
'146.70.117.210',
'198.54.130.153',
'169.150.203.22',
'185.156.46.163',
'146.70.171.99',
'206.217.206.108',
'45.86.221.146',
'193.32.126.233',
'87.249.134.11',
'66.115.189.247',
'104.129.24.124',
'146.70.171.112',
'198.54.135.67',
'146.70.124.216',
'45.134.142.200',
'206.217.205.49',
'146.70.117.56',
'169.150.201.25',
'66.63.167.147',
'194.230.144.126',
'146.70.165.227',
'154.47.30.137',
'154.47.30.150',
'96.44.191.140',
'146.70.166.176',
'198.44.136.56',
'176.123.6.193',
'192.252.212.60',
'173.44.63.112',
'37.19.210.34',
'37.19.210.21',
'185.213.155.241',
'198.44.136.82',
'93.115.0.49',
'204.152.216.105',
'198.44.129.82',
'185.248.85.59',
'198.54.131.152',
'102.165.16.161',
'185.156.46.144',
'45.134.140.144',
'198.54.135.35',
'176.123.3.132',
'185.248.85.14',
'169.150.223.208',
'162.33.177.32',
'194.230.145.67',
'5.47.87.202',
'194.230.160.5',
'194.230.147.127',
'176.220.186.152',
'194.230.160.237',
'194.230.158.178',
'194.230.145.76',
'45.155.91.99',
'194.230.158.107',
'194.230.148.99',
'194.230.144.50',
'185.204.1.178',
'79.127.217.44',
'104.129.24.115',
'146.70.119.24',
'138.199.34.144',
'198.44.136.35',
'66.115.189.210',
'206.217.206.88',
'37.19.210.28',
'146.70.225.67',
'138.199.43.92',
'149.102.246.3',
'43.225.189.163',
'185.201.188.34',
'178.249.209.163',
'199.116.118.210',
'198.54.130.147',
'156.59.50.195',
'198.44.136.195',
'198.44.129.67',
'37.19.221.170',
'96.44.189.99',
'146.70.134.3',
'66.115.189.200',
'103.75.11.51',
'69.4.234.118',
'146.70.173.195',
'138.199.60.29',
'66.115.189.160',
'154.47.30.144',
'178.249.211.80',
'143.244.47.92',
'146.70.132.227',
'193.19.207.226',
'46.19.136.227',
'68.235.44.35',
'103.136.147.4',
'198.54.133.163',
'169.150.203.16',
'146.70.224.3',
'87.249.134.15',
'198.54.134.131',
'142.147.89.226',
'146.70.117.35',
'193.19.207.196',
'146.70.144.35',
'146.70.173.131',
'107.150.22.3',
'169.150.201.29',
'146.70.117.163',
'146.70.138.195',
'146.70.184.67',
'104.129.57.67',
'185.248.85.49',
'146.70.168.67',
'138.199.43.66',
'79.127.217.35',
'194.127.167.108',
'194.36.25.49',
'146.70.171.67',
'138.199.60.3',
'45.134.212.93',
'146.70.187.67',
'66.63.167.163',
'154.47.29.3',
'149.102.246.16',
'198.44.129.99',
'146.70.128.195',
'185.65.134.191',
'146.70.119.35',
'87.249.134.28',
'149.102.240.67',
'103.75.11.67',
'69.4.234.124',
'169.150.196.3',
'169.150.201.3',
'185.188.61.196',
'87.249.134.2',
'138.199.15.163',
'45.134.213.195',
'138.199.6.208',
'169.150.227.223',
'146.70.200.3',
'149.88.22.156',
'173.205.85.35',
'206.217.206.48',
'194.36.25.4',
'154.47.16.48',
'37.19.200.131',
'146.70.166.131',
'37.19.221.144',
'149.88.20.207',
'79.127.222.195',
'194.127.167.88',
'96.44.191.131',
'69.4.234.119',
'138.199.6.221',
'146.70.128.227',
'66.63.167.195',
'169.150.196.16',
'185.201.188.4',
'173.44.63.67',
'79.127.222.208',
'198.54.134.99',
'198.54.135.131',
'138.199.43.79',
'66.115.189.190',
'149.88.20.194',
'141.98.252.190',
'129.227.46.163',
'31.171.154.51',
'79.127.217.48',
'69.4.234.116',
'206.217.206.68',
'103.125.233.19',
'146.70.188.131',
'169.150.227.198',
'129.227.46.131',
'198.44.136.99',
'149.88.22.130',
'193.138.7.138',
'146.70.168.195',
'169.150.203.29',
'206.217.205.118',
'146.70.185.3',
'146.70.124.131',
'194.127.199.32',
'149.102.240.80',
'143.244.47.79',
'178.255.149.166',
'188.241.176.195',
'69.4.234.125',
'138.199.21.240',
'45.134.79.98',
'178.249.209.176',
'68.235.44.3',
'198.54.133.131',
'193.138.7.158',
'154.47.30.131',
'204.152.216.115',
'206.217.205.125',
'37.19.200.144',
'146.70.171.131',
'198.54.130.99',
'149.22.81.208',
'146.70.197.131',
'198.54.131.131',
'138.199.15.147',
'185.248.85.34',
'143.244.47.66',
'92.60.40.225',
'178.249.214.3',
'146.70.133.3',
'179.43.189.67',
'69.4.234.120',
'146.70.199.195',
'185.156.46.157',
'45.134.142.194',
'68.235.44.195',
'209.54.101.131',
'104.129.41.195',
'146.70.225.3',
'206.217.205.126',
'103.136.147.130',
'194.110.115.3',
'178.249.211.93',
'185.188.61.226',
'194.110.115.35',
'146.70.198.195',
'169.150.198.67',
'103.108.229.67',
'138.199.60.16',
'96.44.191.147',
'31.170.22.16',
'45.134.140.131',
'169.150.196.29',
'103.216.220.19',
'173.205.93.3',
'146.70.199.131',
'103.214.20.131',
'149.88.22.143',
'149.40.50.113',
'138.199.21.227',
'138.199.6.195',
'103.216.220.35',
'198.44.136.67',
'199.116.118.194',
'146.70.129.131',
'199.116.118.233',
'146.70.184.3',
'185.254.75.14',
'38.240.225.69',
'149.22.81.195',
'43.225.189.132',
'45.134.142.207',
'146.70.196.195',
'198.44.140.195',
'206.217.205.119',
'38.240.225.37',
'169.150.227.211',
'37.19.200.157',
'146.70.132.195',
'146.70.211.67',
'206.217.206.28',
'178.249.214.16',
'149.88.22.169',
'149.88.104.16',
'194.36.25.34',
'146.70.197.195',
'45.134.212.80',
'156.59.50.227',
'104.223.91.19',
'198.54.130.131',
'185.248.85.19',
'45.134.79.68',
'45.134.142.220',
'185.204.1.179',
'146.70.129.99',
'146.70.133.99',
'69.4.234.122',
'178.249.211.67',
'198.54.131.163',
'198.44.129.35',
'103.108.231.51',
'146.70.165.3',
'37.19.221.157',
'92.60.40.210',
'154.47.16.35',
'194.127.199.3',
'37.19.210.2',
'103.108.231.67',
'204.152.216.99',
'176.123.7.143',
'176.123.10.35',
'195.160.223.23')
)
DO
EXECUTE IMMEDIATE 'ALTER USER ' || row.USER_NAME || ' SET DISABLED = TRUE';
END FOR;
END;
- Run the following query to identify access from any of the two suspicious clients provided by Snowflake
Unset
SELECT * FROM snowflake.account_usage.sessions
WHERE PARSE_JSON(CLIENT_ENVIRONMENT):APPLICATION = 'rapeflake'
OR (
PARSE_JSON(CLIENT_ENVIRONMENT):APPLICATION = 'DBeaver_DBeaverUltimate'
AND
PARSE_JSON(CLIENT_ENVIRONMENT):OS = 'Windows Server 2022'
)
If any of the queries above return any user accounts that may be suspicious, the following query can be used to disable them
Unset
set user_name = "SUSPECTED_USER";
ALTER USER IDENTIFIER($user_name) SET DISABLED = TRUE
Alternatively, run the following query to automatically disable any user that had made a call using the suspicious client app names
Unset
BEGIN
FOR row IN (
SELECT * FROM snowflake.account_usage.sessions
WHERE PARSE_JSON(CLIENT_ENVIRONMENT):APPLICATION = 'rapeflake'
OR (
PARSE_JSON(CLIENT_ENVIRONMENT):APPLICATION = 'DBeaver_DBeaverUltimate'
AND
PARSE_JSON(CLIENT_ENVIRONMENT):OS = 'Windows Server 2022'
)
)
DO
EXECUTE IMMEDIATE 'ALTER USER ' || row.USER_NAME || ' SET DISABLED = TRUE';
END FOR;
END;
***Disabling a user will abort all queries and SQL statements currently running or scheduled by the user. All existing sessions for the user are also closed and the user will not be able to log into Snowflake anymore.
Investigate Actions Taken by Suspected Users
- Log into Snowflake.
- For each user name in which a login was identified from one of the suspicious IP addresses, run the following replacing the ‘SUSPECTED_USER’ with the user name found in the results from step 3 and 4 above.
Unset
set u_name = 'SUSPECTED_USER';
set s_time = '2024-04-01';
set e_time = CURRENT_TIMESTAMP;
SELECT * FROM snowflake.account_usage.query_history
WHERE user_name = $u_name
AND start_time BETWEEN $s_time
AND $e_time
ORDER BY start_time;
- Using the results from step 2 above, replace the QUERY_ID and execute:
Unset
set q_id = 'QUERY_ID';
set s_time = '2024-04-01';
set e_time = CURRENT_TIMESTAMP;
SELECT
*
FROM snowflake.account_usage.external_access_history e
join snowflake.account_usage.query_history q on e.query_id = q.query_id
WHERE q.query_id = $q_id
AND start_time BETWEEN $s_time
AND $e_time
ORDER BY start_time;
- Run the following query and review any sessions for unusual applications
Unset
SELECT COUNT(*) AS client_app_count, PARSE_JSON(client_environment) :APPLICATION :: STRING AS client_application, PARSE_JSON(client_environment) :OS :: STRING AS client_os, PARSE_JSON(client_environment) :OS_VERSION :: STRING AS client_os_version
FROM snowflake.account_usage.sessions sessions
WHERE 1 = 1
AND sessions.created_on >= '2024-04-01'
GROUP BY ALL
ORDER BY 1 ASC;
Best Practices for Security Hygiene in Snowflake
- Restrict user accounts and app integrations in Snowflake to the least privileged access.
- Periodically review user accounts for inactivity; cross-reference user accounts in Snowflake with your IAM platform to ensure terminated users have their access removed.
- Use key pair authentication or OAuth (client credentials grant) instead of static passwords for service accounts.
- Execute the following to find inactive user accounts
Unset
SELECT name AS username, login_name, email, created_on, last_success_login
FROM TABLE(SNOWFLAKE.ACCOUNT_USAGE.USERS)
WHERE login_disabled = TRUE;
- Set up account-level and user-level network policies for admin users.
- Run this query.
- Go through existing accounts and restrict how data can be exported by executing
Unset
alter account set PREVENT_UNLOAD_TO_INLINE_URL = true;
alter account set REQUIRE_STORAGE_INTEGRATION_FOR_STAGE_CREATION = true;
alter account set REQUIRE_STORAGE_INTEGRATION_FOR_STAGE_OPERATION = true;
alter account set PREVENT_UNLOAD_TO_INTERNAL_STAGES = true;
- Review accounts for unauthorized privilege escalation or configuration changes after running this query
Unset
select user_name || ' granted the ' || role_name || ' role on ' || end_time ||' [' || query_text ||']' as Grants
from query_history where execution_status = 'SUCCESS'
and query_type = 'GRANT' and
query_text ilike '%grant%accountadmin%to%'
order by end_time desc;
//Example query to detect unauthorized change management/ security anomalies
SELECT
query_text,
user_name,
role_name,
start_time,
end_time
FROM snowflake.account_usage.query_history
WHERE execution_status = 'SUCCESS'
AND query_type NOT in ('SELECT')
AND (query_text ILIKE '%create role%'
OR query_text ILIKE '%manage grants%'
OR query_text ILIKE '%create integration%'
OR query_text ILIKE '%alter integration%'
OR query_text ILIKE '%create share%'
OR query_text ILIKE '%create account%'
OR query_text ILIKE '%monitor usage%'
OR query_text ILIKE '%ownership%'
OR query_text ILIKE '%drop table%'
OR query_text ILIKE '%drop database%'
OR query_text ILIKE '%create stage%'
OR query_text ILIKE '%drop stage%'
OR query_text ILIKE '%alter stage%'
OR query_text ILIKE '%create user%'
OR query_text ILIKE '%alter user%'
OR query_text ILIKE '%drop user%'
OR query_text ILIKE '%create_network_policy%'
OR query_text ILIKE '%alter_network_policy%'
OR query_text ILIKE '%drop_network_policy%'
OR query_text ILIKE '%copy%'
)
ORDER BY end_time desc;
Vorlon Customers
For Vorlon customers already observing Snowflake - we recommend the following steps:
- Check for traffic from the listed IP addresses in the Traffic Inspector.
- If there is any traffic to your Snowflake instance from those IP addresses, revoke the associated secret or user account.
- Review all alerts for Snowflake.
- In the Secrets screen, review and consider revoking the following:
- Snowflake secrets and user accounts that have not been used in over 60 days.
- Admin level Snowflake secrets.
About the Author
Lauren Lee
Sales Engineer at Vorlon
Lauren Lee is a Sales Engineer at Vorlon with eight years of cybersecurity experience. Before Vorlon, she held a variety of vendor and client-side technical cybersecurity positions, including roles at Palo Alto Networks, Cylance, the U.S. Department of Homeland Security, and a major financial institution. Lauren graduated from the University of Southern California with a B.A. in Cognitive Science and a minor in Computer and Digital Forensics. She is dedicated to applying her security practitioner insights to assist Fortune 500 companies in overcoming common SOC team challenges, such as alert fatigue. Connect with Lauren on LinkedIn to stay updated on her latest professional insights.