GitLab - Brute-force Attempts

Status: available
Severity: medium
Time window: 1h
Group by: User
Source: github.com/Azure/Azure-Sentinel

'This query relies on GitLab Application Logs to get failed logins to highlight brute-force attempts from different IP addresses in a short space of time.'

MITRE ATT&CK coverage

Tactic	Techniques
Credential Access	`T1110` Brute Force

Rule body kusto

id: 2238d13a-cf05-4973-a83f-d12a25dbb153
name: GitLab - Brute-force Attempts
description: |
  'This query relies on GitLab Application Logs to get failed logins to highlight brute-force attempts from different IP addresses in a short space of time.'
severity: Medium
status: Available
requiredDataConnectors:
  - connectorId: SyslogAma
    dataTypes: 
      - Syslog
queryFrequency: 1h
queryPeriod: 1d
triggerOperator: gt
triggerThreshold: 0
tactics:
  - CredentialAccess
relevantTechniques:
  - T1110
query: |
  let LearningPeriod = 7d; 
  let EndLearningTime = now();
  let BinTime = 1h; 
  let RunTime = 1h; 
  let MinThreshold = 3.0; 
  let GitLabFailedLogins = (GitLabApp
  | where FailedLogin == 1
  | parse kind=regex Message with "Failed Login: username=" User "ip=" IpAddress 
  | project TimeGenerated, EventTime, Computer, User, HostName, HostIP, IpAddress);
  GitLabFailedLogins 
  | where EventTime between (ago(LearningPeriod) .. EndLearningTime) 
  | summarize FailedLoginsCountInBinTime = count() by User, bin(EventTime, BinTime) 
  | summarize AvgOfFailedLoginsInLearning = avg(FailedLoginsCountInBinTime), StdOfFailedLoginsInLearning = stdev(FailedLoginsCountInBinTime) by User 
  | extend LearningThreshold = max_of(AvgOfFailedLoginsInLearning, MinThreshold) 
  | join kind=innerunique ( GitLabFailedLogins 
  | summarize FailedLoginsCountInRunTime = count() by User, IpAddress, EventTime = bin(EventTime, BinTime) ) on User 
  | where FailedLoginsCountInRunTime >= LearningThreshold
  | project User, IpAddress, EventTime, FailedLoginsCountInRunTime, LearningThreshold
entityMappings:
  - entityType: IP
    fieldMappings:
      - identifier: Address
        columnName: IPAddress
  - entityType: Account
    fieldMappings:
      - identifier: FullName
        columnName: User
version: 1.0.1
kind: Scheduled

Stages and Predicates

Parameters

let LearningPeriod = 7d;
let EndLearningTime = now();
let BinTime = 1h;
let RunTime = 1h;
let MinThreshold = 3.0;

The stages below define let GitLabFailedLogins (the rule's main pipeline source).

Stage 1: `source`

GitLabApp

Stage 2: `where`

| where FailedLogin == 1

Stage 3: `parse`

| parse kind=regex Message with "Failed Login: username=" User "ip=" IpAddress

Stage 4: `project`

| project TimeGenerated, EventTime, Computer, User, HostName, HostIP, IpAddress

The stages below run on GitLabFailedLogins (the outer pipeline).

Stage 5: `where`

GitLabFailedLogins
| where EventTime between (ago(LearningPeriod) .. EndLearningTime)

Stage 6: `summarize`

| summarize FailedLoginsCountInBinTime = count() by User, bin(EventTime, BinTime)

Stage 7: `summarize`

| summarize AvgOfFailedLoginsInLearning = avg(FailedLoginsCountInBinTime), StdOfFailedLoginsInLearning = stdev(FailedLoginsCountInBinTime) by User

Stage 8: `extend`

| extend LearningThreshold = max_of(AvgOfFailedLoginsInLearning, MinThreshold)

Stage 9: `join`

| join kind=innerunique ( GitLabFailedLogins 
| summarize FailedLoginsCountInRunTime = count() by User, IpAddress, EventTime = bin(EventTime, BinTime) ) on User

Stage 10: `where`

| where FailedLoginsCountInRunTime >= LearningThreshold

Stage 11: `project`

| project User, IpAddress, EventTime, FailedLoginsCountInRunTime, LearningThreshold

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
`FailedLogin`	eq	`1` transforms: `cased`
`FailedLoginsCountInRunTime`	ge	`LearningThreshold` transforms: `cased`

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
`EventTime`	`project`
`FailedLoginsCountInRunTime`	`project`
`IpAddress`	`project`
`LearningThreshold`	`project`
`User`	`project`

`j` / `k`	Scroll down / up
`d` / `u`	Half-page down / up
`gg` / `G`	Top / bottom
`h` / `l`	History back / forward
`f`	Follow link (`Shift` = new tab)
`/`	Focus search
`?`	Toggle this help
`↑` / `↓`	Navigate search results
`Enter`	Open highlighted result
`Esc`	Close results / dialog

`type:`	`events` / `rules` / `providers`
`vendor:`	`sigma` / `elastic` / `splunk` / `kusto` / `chronicle` (vendor name alone also works: `sigma:`, `kql:`, `secops:`…)
`tactic:`	TA-id, slug, or name: `credential_access`, `TA0006`
`technique:`	technique or sub-technique ID: `T1003`, `T1003.001` (alias `tech:`)
`severity:`	`critical` / `high` / `medium` / `low` / `informational` (alias `sev:`)
`risk_score`	Numeric comparison on the Elastic risk score (0 to 100): `risk_score>50`, `risk_score<=20`, `risk_score=99` (alias `risk`; Elastic rules only)
`stages:`	Rules with exactly N pipeline stages
`correlation:`	`single_event` / `sequence` / `alternatives` / `alternatives_cross_log` / `all_required` / `correlated`
`with:`	Co-occurrence event-id; stacks (`with:4624 with:4769`) to require all, while a comma list in one occurrence (`with:4624,4769`) is an either-or group. Implies multi-event
`like:`	Structural neighbors of a rule slug (equivalents + subsumption stricter / broader): `like:comsvcs_lsass_memory_dump-splunk-sysmon`
`groupby:`	Entity-grouping substring match against `group_by_keys`: `groupby:user`, `groupby:host`
`uses:`	Rules whose predicate tree touches the field (any kind, any value): `uses:CommandLine`
`excludes:`	Rules with top-level `not()` clauses on the field (FP whitelists): `excludes:ParentImage`
`field:` / `value:`	Predicate search; narrows rule cards to those with a matching leaf and drives the indicator tier. Unquoted = substring, wildcards allowed (`value:mimikatz`)
`indicator:`	Shorthand for `field:F value:V`: `indicator:Image=*\powershell.exe`
`kind:`	Filter by predicate kind. Narrows rule cards to those carrying a matching predicate leaf (`vendor:elastic kind:cidr_match`) and drives the indicator tier: `contains` / `starts_with` / `ends_with` / `regex` / `cidr` / `eq` / `in` … (operator aliases `op:`/`match:`)
`has:` / `no:`	`sample`, `field`, `notes`, `refs`, `trace`, `thirdparty`, `rule`, `pattern`, `timewindow`, `threshold`, `newterms`, `sigma`/`elastic`/`splunk`/`kusto`/`chronicle`
`-op:val`	Exclude matches; works on most operators but not `type:`/`like:`/`has:`/`no:` (use `no:<flag>` to exclude a rule flag): `tactic:execution -vendor:splunk`. Standalone `-kind:`/`-field:`/`-value:` drop every rule carrying a matching predicate leaf (`type:rules -kind:is_null`)
`field:"…"` / `value:"…"`	Quoted value = anchored exact match (also allows spaces): `value:"net user"`
`a,b`	Comma = OR inside one operator (`vendor:sigma,elastic`, `severity:high,critical`); repeating a facet merges the same way. `field:`/`value:` never split (literal commas)
`vendors:` / `stage:`	Singular and plural spellings fold to the canonical operator and value: `tactics:` = `tactic:`, `type:event` = `type:events`, `correlation:sequences` = `correlation:sequence`, `has:thresholds` = `has:threshold`
`"quoted phrase"`	Exact-match a multi-word phrase (free text)

GitLab - Brute-force Attempts

MITRE ATT&CK coverage

Rule body kusto

Stages and Predicates

Parameters

Stage 1: `source`

Stage 2: `where`

Stage 3: `parse`

Stage 4: `project`

Stage 5: `where`

Stage 6: `summarize`

Stage 7: `summarize`

Stage 8: `extend`

Stage 9: `join`

Stage 10: `where`

Stage 11: `project`

Indicators

Output fields

Keyboard shortcuts

Search operators

GitLab - Brute-force Attempts

MITRE ATT&CK coverage

Rule body kusto

Stages and Predicates

Parameters

Stage 1: source

Stage 2: where

Stage 3: parse

Stage 4: project

Stage 5: where

Stage 6: summarize

Stage 7: summarize

Stage 8: extend

Stage 9: join

Stage 10: where

Stage 11: project

Indicators

Output fields

Stage 1: `source`

Stage 2: `where`

Stage 3: `parse`

Stage 4: `project`

Stage 5: `where`

Stage 6: `summarize`

Stage 7: `summarize`

Stage 8: `extend`

Stage 9: `join`

Stage 10: `where`

Stage 11: `project`