austin-lai / Collection-of-Azure-Monitor-or-Sentinel-Kusto-Queries

Collection of Azure Monitor or Sentinel Kusto Queries

Collection of Azure Monitor or Sentinel Kusto Queries

Austin Lai | April 30th, 2022

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A collection of Azure Monitor or Sentinel Kusto Queries for your reference.

Table of Contents

• Collection of Azure Monitor or Sentinel Kusto Queries
  • Table of Contents
  • Queries
    • Monitor or Changes in Policy Detected
    • Detect Successful SSH Brute Force Attack using watchlist - that extract username list from potention SSH Brute Force Attack
    • Check specific host IP with SSH authentication failure using uid=0
    • Linux add user to group via groupadd
    • Linux add user via useradd
    • Linux delete user via userdel
    • Linux monitor sudo command
    • Linux Password Change for user via passwd
    • Linux Login with invalid user with IP address extracted
    • Linux Failed Login with wrong password
    • Linux Root SSH Failed Attempt
    • Linux SSH with publickey
    • Linux switch user to root via su command
    • Finding MaliciousIP connect to VM
    • Monitor Get Secret in Kubernetes Cluster or KubeServices within last 30 minutes
    • Monitor Edit Secret in Kubernetes Cluster or KubeServices within last 30 minutes
    • Linux SSH Brute Force attempts
    • Monitor OPENVPN with MFA used Google Authenticator
    • Monitor Azure DB for MySQL within specific resource group
    • Monitor Azure Blob Storage
    • Monitor Kubernetes Services available in Azure
    • Check Azure Log Analytics Agent for Windows and Linux Heatbeat within last 5 minutes
    • Linux audit log with Username and IP address extracted
    • Search Kubernetes Logs in Azure with Azure Category
    • Search container log in Azure

Queries

Monitor or Changes in Policy Detected

AzureActivity
| where parse_json(Properties).entity contains "policyDefinitions/XXXXX" or parse_json(Properties).entity contains "policyassignments/XXXXX"
| where isnotempty(ActivityStatusValue) and isnotnull(Properties_d) == true and isnotnull(parse_json(Properties_d).requestbody)
| sort by TimeGenerated desc 

Detect Successful SSH Brute Force Attack using watchlist - that extract username list from potention SSH Brute Force Attack

Syslog
| where ProcessName =~ "sshd" 
| where SyslogMessage contains "Accepted publickey" or SyslogMessage contains "Accepted password"
| extend
    user = extract(@"(?:^Accepted publickey for |^Accepted password for )(\S+)", 1, SyslogMessage),
    ip = extract("(([0-9]{1,3})\\.([0-9]{1,3})\\.([0-9]{1,3})\\.(([0-9]{1,3})))", 1, SyslogMessage),
    port = extract(@".*?port\s(\S+)", 1, SyslogMessage)
| where user in ( 
    ( _GetWatchlist('SSH-Brute-Force-user-list')
    | project SSHBruteForceUserList))

Check specific host IP with SSH authentication failure using uid=0

Syslog
| where HostIP contains "x.x.x.x"
| where SyslogMessage contains "authentication failure" and SyslogMessage contains " uid=0"
| parse SyslogMessage with * "rhost=" ExternalIP

Linux add user to group via groupadd

Syslog
| where ProcessName == "groupadd" and ( SyslogMessage !contains "syslog" or  SyslogMessage !contains "omsagent" )

Linux add user via useradd

Syslog
| where ProcessName == "useradd" and ( SyslogMessage !contains "syslog" or  SyslogMessage !contains "omsagent" )

Linux delete user via userdel

Syslog
| where ProcessName == "userdel"

Linux monitor sudo command

Syslog
| where ProcessName == "sudo" and SyslogMessage !contains "omsagent" and SyslogMessage !contains "session opened" and SyslogMessage !contains "session closed" and SyslogMessage !contains "waagent"
//| summarize by SyslogMessage
| parse kind=relaxed SyslogMessage with * ""

Linux Password Change for user via passwd

Syslog
| where ProcessName == "passwd"
| parse kind=relaxed SyslogMessage with * "password changed for " USER

Linux Login with invalid user with IP address extracted

Syslog
| where SyslogMessage contains "Invalid user" and SyslogMessage !contains "omsagent" 
| extend IP_ADDRESS = extract(@"(\d{1,3}.\d{1,3}.\d{1,3}.\d{1,3})", 1, SyslogMessage)
| summarize count(IP_ADDRESS) by IP_ADDRESS, SyslogMessage

OR

Syslog
| where SyslogMessage contains "Invalid user" and SyslogMessage !contains "omsagent" 
| extend IP_ADDRESS = extract(@"(\d{1,3}.\d{1,3}.\d{1,3}.\d{1,3})", 1, SyslogMessage)
| summarize count(Computer) by IP_ADDRESS, SyslogMessage, Computer

Linux Failed Login with wrong password

Syslog
| where SyslogMessage startswith "Failed Password"
| extend User = extract("for(?s)(.*)from",1,SyslogMessage)
| extend IPaddr = extract("(([0-9]{1,3})\\.([0-9]{1,3})\\.([0-9]{1,3})\\.(([0-9]{1,3})))",1,SyslogMessage) 
| project HostName, SyslogMessage, EventTime, IPaddr, User
| summarize Count=count() by IPaddr

OR

Syslog
| where SyslogMessage contains "Failed password"
| extend IP_ADDRESS = extract(@"(\d{1,3}.\d{1,3}.\d{1,3}.\d{1,3})", 1, SyslogMessage)
| extend USER_NAME = extract(@"invalid\suser\s(\S+)", 1, SyslogMessage)
| summarize count(IP_ADDRESS) by IP_ADDRESS

OR

Syslog
| where SyslogMessage contains "Failed password"
| extend IP_ADDRESS = extract(@"(\d{1,3}.\d{1,3}.\d{1,3}.\d{1,3})", 1, SyslogMessage)
| extend USER_NAME = extract(@"invalid\suser\s(\S+)", 1, SyslogMessage)
| summarize count(Computer) by IP_ADDRESS, USER_NAME, Computer, SyslogMessage

Linux Root SSH Failed Attempt

Syslog
| where (SyslogMessage contains "invalid user" or SyslogMessage contains "Failed password") 
| where SyslogMessage !contains "Disconnected" and SyslogMessage !contains "Connection closed"
| where ProcessName =~ "sshd"
| extend
    USER = extract(@"(?:^Failed password for invalid user |^Failed password for |^Invalid user )(\S+)", 1, SyslogMessage),
    S_IPaddr = extract("(([0-9]{1,3})\\.([0-9]{1,3})\\.([0-9]{1,3})\\.(([0-9]{1,3})))", 1, SyslogMessage),
    S_Port = extract(@".*?port\s(\S+)", 1, SyslogMessage)
| where USER == "root"
| summarize Count = count() by S_IPaddr, USER, Computer,_ResourceId

OR

Syslog
| where (SyslogMessage contains "invalid user" or SyslogMessage contains "Failed password") 
| where SyslogMessage !contains "Disconnected" and SyslogMessage !contains "Connection closed"
| where ProcessName =~ "sshd"
| extend
    USER = extract(@"(?:^Failed password for invalid user |^Failed password for |^Invalid user )(\S+)", 1, SyslogMessage),
    S_IPaddr = extract("(([0-9]{1,3})\\.([0-9]{1,3})\\.([0-9]{1,3})\\.(([0-9]{1,3})))", 1, SyslogMessage),
    S_Port = extract(@".*?port\s(\S+)", 1, SyslogMessage)
| project TimeGenerated, EventTime, Computer, USER, S_IPaddr, S_Port, SyslogMessage
| where USER == "root"
| summarize PerHourCount = count() by S_IPaddr, USER, Computer

Linux SSH with publickey

Syslog
| where SyslogMessage contains "Accepted publickey"
| where ProcessName =~ "sshd"
| parse kind=relaxed SyslogMessage with * "Accepted publickey for " USER " from " S_IPaddr " port" S_Port " ssh2" *

Linux switch user to root via su command

Syslog
| where ProcessName == "su" and SyslogMessage !contains "omsagent"
| parse kind=relaxed SyslogMessage with * "su for " USER " by " *

Finding MaliciousIP connect to VM

VMConnection
| where MaliciousIp != ""

Monitor Get Secret in Kubernetes Cluster or KubeServices within last 30 minutes

AzureDiagnostics
| where TimeGenerated > ago(30m)
| where ResourceType == "MANAGEDCLUSTERS"
| where Category == "kube-audit"
| where log_s contains "secret"
| where log_s contains "get"

Monitor Edit Secret in Kubernetes Cluster or KubeServices within last 30 minutes

AzureDiagnostics
| where TimeGenerated > ago(30m)
| where ResourceType == "MANAGEDCLUSTERS"
| where Category == "kube-audit"
| where parse_json(log_s).requestURI == "/api/v1/namespaces/XXX/secrets/XXX?fieldManager=kubectl-edit"

Linux SSH Brute Force attempts

Syslog
| where (SyslogMessage contains "invalid user" or SyslogMessage contains "Failed password") 
| where SyslogMessage !contains "Disconnected" and SyslogMessage !contains "Connection closed"
| where ProcessName =~ "sshd"
| extend
    USER = extract(@"(?:^Failed password for invalid user |^Failed password for |^Invalid user )(\S+)", 1, SyslogMessage),
    S_IPaddr = extract("(([0-9]{1,3})\\.([0-9]{1,3})\\.([0-9]{1,3})\\.(([0-9]{1,3})))", 1, SyslogMessage),
    S_Port = extract(@".*?port\s(\S+)", 1, SyslogMessage)
| project TimeGenerated, EventTime, Computer, USER, S_IPaddr, S_Port, SyslogMessage
| summarize EventTimes = make_list(EventTime), PerHourCount = count() by S_IPaddr, USER, Computer
| mvexpand EventTimes
| extend EventTimes = tostring(EventTimes)
| summarize
    StartTimeUtc = min(EventTimes),
    EndTimeUtc = max(EventTimes),
    UserList = tostring(makeset(USER)),
    Count = sum(PerHourCount)
    by S_IPaddr, Computer

OR

Syslog
| where (SyslogMessage contains "invalid user" or SyslogMessage contains "Failed password") 
| where SyslogMessage !contains "Disconnected" and SyslogMessage !contains "Connection closed"
| where ProcessName =~ "sshd"
| extend USER = extract(@"(?:^Failed password for invalid user |^Failed password for |^Invalid user )(\S+)",1,SyslogMessage), S_IPaddr = extract("(([0-9]{1,3})\\.([0-9]{1,3})\\.([0-9]{1,3})\\.(([0-9]{1,3})))",1,SyslogMessage), S_Port = extract(@".*?port\s(\S+)",1,SyslogMessage)
| project EventTime, Computer, USER, S_IPaddr, S_Port, SyslogMessage
| summarize EventTimes = make_list(EventTime), PerHourCount = count() by S_IPaddr, USER, Computer
| mvexpand EventTimes
| extend EventTimes = tostring(EventTimes)
| summarize StartTimeUtc = min(EventTimes), EndTimeUtc = max(EventTimes), UserList = tostring(makeset(USER)), Count = sum(PerHourCount) by  S_IPaddr, Computer
| sort by EndTimeUtc desc

OR

let threshold = 3;
Syslog
// | where TimeGenerated > ago(5m)
| where (SyslogMessage contains "invalid user" or SyslogMessage contains "Failed password") 
| where SyslogMessage !contains "Disconnected" and SyslogMessage !contains "Connection closed"
| where ProcessName =~ "sshd"
| extend USER = extract(@"(?:^Failed password for invalid user |^Failed password for |^Invalid user )(\S+)",1,SyslogMessage), S_IPaddr = extract("(([0-9]{1,3})\\.([0-9]{1,3})\\.([0-9]{1,3})\\.(([0-9]{1,3})))",1,SyslogMessage), S_Port = extract(@".*?port\s(\S+)",1,SyslogMessage)
| project EventTime, Computer, USER, S_IPaddr, S_Port, SyslogMessage
//| summarize EventTimes = make_list(EventTime), PerHourCount = count() by S_IPaddr, USER, Computer, bin(EventTime, 5m)
| summarize EventTimes = make_list(EventTime), PerHourCount = count() by S_IPaddr, USER, Computer, bin(EventTime, 4h)
| where PerHourCount > threshold
| mvexpand EventTimes
| extend EventTimes = tostring(EventTimes)
| summarize StartTimeUtc = min(EventTimes), EndTimeUtc = max(EventTimes), UserList = tostring(makeset(USER)), Count = sum(PerHourCount) by  S_IPaddr, Computer
| sort by StartTimeUtc desc

OR

let threshold = 5;
Syslog
| where (SyslogMessage contains "Failed password for invalid user" or SyslogMessage contains "invalid user" or SyslogMessage contains "Failed password") 
| where ProcessName =~ "sshd" 
//| parse kind=relaxed SyslogMessage with * "invalid user" user " from " ip " port" port " ssh2"
| extend
    user = extract(@"(?:^Failed password for invalid user |^Failed password for |^Invalid user )(\S+)", 1, SyslogMessage),
    ip = extract("(([0-9]{1,3})\\.([0-9]{1,3})\\.([0-9]{1,3})\\.(([0-9]{1,3})))", 1, SyslogMessage),
    port = extract(@".*?port\s(\S+)", 1, SyslogMessage)
| project user, ip, port, SyslogMessage, EventTime, Computer
| summarize EventTimes = make_list(EventTime), PerHourCount = count() by ip, bin(EventTime, 4h), user, Computer
| where PerHourCount > threshold
| mvexpand EventTimes
| extend EventTimes = tostring(EventTimes) 
| summarize
    StartTimeUtc = min(EventTimes),
    EndTimeUtc = max(EventTimes),
    UserList = makeset(user),
    sum(PerHourCount)
    by IPAddress = ip, Computer
| extend UserList = tostring(UserList) 
| extend
    timestamp = StartTimeUtc,
    IPCustomEntity = IPAddress,
    AccountCustomEntity = UserList

OR

let threshold = 5;
Syslog
| where (SyslogMessage contains "Failed password for invalid user" or SyslogMessage contains "invalid user" or SyslogMessage contains "Failed password") 
| where ProcessName =~ "sshd" 
//| parse kind=relaxed SyslogMessage with * "invalid user" user " from " ip " port" port " ssh2"
| extend
    user = extract(@"(?:^Failed password for invalid user |^Failed password for |^Invalid user )(\S+)", 1, SyslogMessage),
    ip = extract("(([0-9]{1,3})\\.([0-9]{1,3})\\.([0-9]{1,3})\\.(([0-9]{1,3})))", 1, SyslogMessage),
    port = extract(@".*?port\s(\S+)", 1, SyslogMessage)
| project user, ip, port, SyslogMessage, EventTime, Computer
| summarize EventTimes = make_list(EventTime), PerHourCount = count() by ip, bin(EventTime, 4h), user, Computer
| where PerHourCount > threshold
| mvexpand EventTimes
| extend EventTimes = tostring(EventTimes) 
| summarize
    StartTimeUtc = min(EventTimes),
    EndTimeUtc = max(EventTimes),
    UserList = makeset(user),
    sum(PerHourCount)
    by IPAddress = ip, Computer
| extend UserList = tostring(UserList) 
| extend
    timestamp = StartTimeUtc,
    IPCustomEntity = IPAddress,
    AccountCustomEntity = UserList

Monitor OPENVPN with MFA used Google Authenticator

If you have OpenVPN VM and services setup in Azure, you will be able to monitor OpenVPN activities.

//Accepted google_authenticator for user
//Invalid verification code for user
//Did not receive verification code from user
//Failed to read "/etc/openvpn/google-authenticator/user" for "user"

Syslog
| where ProcessName == "openvpn(pam_google_authenticator"

Monitor Azure DB for MySQL within specific resource group

AzureDiagnostics
| where ResourceGroup contains "XXX"
| where Category contains "MySqlAuditLogs"

Monitor Azure Blob Storage

You can refer to this link for more information -> https://docs.microsoft.com/en-us/azure/storage/blobs/blob-storage-monitoring-scenarios

StorageBlobLogs
| where OperationName == "PutBlob" or
  OperationName == "PutBlock" or
  OperationName == "PutBlockList" or
  OperationName == "AppendBlock" or
  OperationName == "SnapshotBlob" or
  OperationName == "CopyBlob" or
  OperationName == "SetBlobTier"
| extend ContainerName = split(parse_url(Uri).Path, "/")[1]
| summarize WriteSize = sum(RequestBodySize), WriteCount = count() by tostring(ContainerName)

Monitor Kubernetes Services available in Azure

KubeServices 
| summarize by SelectorLabels

Check Azure Log Analytics Agent for Windows and Linux Heatbeat within last 5 minutes

Heartbeat
| summarize LastCall = max(TimeGenerated) by Computer
| where LastCall < ago(5m) | count

Linux audit log with Username and IP address extracted

Syslog
| where (Facility == 'authpriv' and SyslogMessage has 'sshd:auth' and SyslogMessage has 'authentication failure') or (Facility == 'auth' and ((SyslogMessage has 'Failed' and SyslogMessage has 'invalid user' and SyslogMessage has 'ssh2') or SyslogMessage has 'error: PAM: Authentication failure'))
| extend User = extract("for(?s)(.*)from",1,SyslogMessage)
| extend IPaddr = extract("(([0-9]{1,3})\\.([0-9]{1,3})\\.([0-9]{1,3})\\.(([0-9]{1,3})))",1,SyslogMessage) 
| where EventTime < ago(60m)
| summarize Count=count() by Computer

Search Kubernetes Logs in Azure with Azure Category

AzureDiagnostics
| where Category contains "kube"
| summarize by Category

Search container log in Azure

ContainerLog
| summarize by LogEntry

You may look into Azure table listed below for further log search:

• ContainerImageInventory
• ContainerInventory

Or looking into container registry from Azure Table below:

• ContainerRegistryRepositoryEvents
• ContainerRegistryLoginEvents

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Do let me know any command or step can be improve or you have any question you can contact me via THM message or write down comment below or via FB