Link Search Menu Expand Document Documentation Menu
Documentation

Correlation engine APIs

Correlation engine APIs allow you to create new correlation rules, view findings and correlations within a certain time window, and perform other tasks.

Create correlation rules between log types

You can use the following API to create correlation rules:

POST /_plugins/_security_analytics/correlation/rules

Request fields

Field Type Description
index String The name of the index used as the log source.
query String The query used to filter security logs for correlation.
category String The log type associated with the log source.

Example request

POST /_plugins/_security_analytics/correlation/rules
{
  "correlate": [
    {
      "index": "vpc_flow",
      "query": "dstaddr:4.5.6.7 or dstaddr:4.5.6.6",
      "category": "network"
    },
    {
      "index": "windows",
      "query": "winlog.event_data.SubjectDomainName:NTAUTHORI*",
      "category": "windows"
    },
    {
      "index": "ad_logs",
      "query": "ResultType:50126",
      "category": "ad_ldap"
    },
    {
      "index": "app_logs",
      "query": "endpoint:/customer_records.txt",
      "category": "others_application"
    }
  ]
}

Example response

{
  "_id": "DxKEUIkBpIjg64IK4nXg",
  "_version": 1,
  "rule": {
    "name": null,
    "correlate": [
      {
        "index": "vpc_flow",
        "query": "dstaddr:4.5.6.7 or dstaddr:4.5.6.6",
        "category": "network"
      },
      {
        "index": "windows",
        "query": "winlog.event_data.SubjectDomainName:NTAUTHORI*",
        "category": "windows"
      },
      {
        "index": "ad_logs",
        "query": "ResultType:50126",
        "category": "ad_ldap"
      },
      {
        "index": "app_logs",
        "query": "endpoint:/customer_records.txt",
        "category": "others_application"
      }
    ]
  }
}

Response fields

Field Type Description
_id String The Id for the new rule.

List all findings and correlations within a certain time window

You can use the following API to list all findings and their correlations within a certain time window:

GET /_plugins/_security_analytics/correlations?start_timestamp=<start time in milliseconds>&end_timestamp=<end time in milliseconds>

Query parameters

Parameter Type Description
start_timestamp Number Start time for the time window, in milliseconds.
end_timestamp Number End time for the time window, in milliseconds.

Example request

GET /_plugins/_security_analytics/correlations?start_timestamp=1689289210000&end_timestamp=1689300010000

Example response

{
  "findings": [
    {
      "finding1": "931de5f0-a276-45d5-9cdb-83e1045a3630",
      "logType1": "network",
      "finding2": "1e6f6a12-83f1-4a38-9bb8-648f196859cc",
      "logType2": "test_windows",
      "rules": [
        "nqI2TokBgL5wWFPZ6Gfu"
      ]
    }
  ]
}

Response fields

Field Type Description
finding1 String The Id for a first finding in the correlation.
logType1 String The log type associated with the first finding.
finding2 String The Id for a second finding in the correlation.
logType2 String The log type associated with the second finding.
rules Array A list of correlation rule IDs associated with the correlated findings.

List correlations for a finding belonging to a log type

You can use the following API to list correlations for certain findings and associated log types:

GET /_plugins/_security_analytics/findings/correlate?finding=425dce0b-f5ee-4889-b0c0-7d15669f0871&detector_type=ad_ldap&nearby_findings=20&time_window=10m

Query parameters

Parameter Type Description
finding String The finding ID.
detector_type String The log type for the detector.
nearby_findings Number The number of nearby findings with respect to the given finding Id.
time_window String Sets a time window in which all of the correlations must have occurred together.

Example request

GET /_plugins/_security_analytics/findings/correlate?finding=425dce0b-f5ee-4889-b0c0-7d15669f0871&detector_type=ad_ldap&nearby_findings=20&time_window=10m

Example response

{
  "findings": [
    {
      "finding": "5c661104-aaa9-484b-a91f-9cad4ae6d5f5",
      "detector_type": "others_application",
      "score": 0.000015182109564193524
    },
    {
      "finding": "2485b623-6573-42f4-a055-9b927e38a65f",
      "detector_type": "ad_ldap",
      "score": 0.000001615897872397909
    },
    {
      "finding": "051e00ad-5996-4c41-be20-f992451d1331",
      "detector_type": "windows",
      "score": 0.000016230604160227813
    },
    {
      "finding": "f11ca8a3-50d7-4074-a951-51439aa9e67b",
      "detector_type": "s3",
      "score": 0.000001759401811796124
    },
    {
      "finding": "9b86980e-5fb7-4c5a-bd1b-879a1e3baf12",
      "detector_type": "network",
      "score": 0.0000016306962606904563
    },
    {
      "finding": "e7dea5a1-164f-48f9-880e-4ba33e508713",
      "detector_type": "network",
      "score": 0.00001632626481296029
    }
  ]
}

Response fields

Field Type Description
finding String The finding ID.
detector_type String The log type associated with the finding.
score Number The correlation score for the correlated finding. The score is based on the proximity of relevant findings in the threat scenario defined by the correlation rule.

List correlation alerts

You can use the following API to list correlation alerts:

GET /_plugins/_security_analytics/correlationAlerts

Query parameters

Parameter Type Description  
correlation_rule_id String The correlation rule ID. Optional

Example request

GET /_plugins/_security_analytics/correlations?correlation_rule_id=VjY0MpABPzR_pcEveVRq

Example response

{
    "correlationAlerts": [
        {
            "correlated_finding_ids": [
                "4f867df9-c9cb-4dc1-84bb-6c8b575f1a54"
            ],
            "correlation_rule_id": "VjY0MpABPzR_pcEveVRq",
            "correlation_rule_name": "rule-corr",
            "user": null,
            "id": "8532c08b-3ab5-4e95-a1c2-5884c4cd41a5",
            "version": 1,
            "schema_version": 1,
            "trigger_name": "trigger1",
            "state": "ACTIVE",
            "error_message": null,
            "severity": "1",
            "action_execution_results": [],
            "start_time": "2024-06-19T20:37:08.257Z",
            "end_time": "2024-06-19T20:42:08.257Z",
            "acknowledged_time": null
        },
        {
            "correlated_finding_ids": [
                "30d2109f-76bb-44ad-8f68-6daa905e018d"
            ],
            "correlation_rule_id": "VjY0MpABPzR_pcEveVRq",
            "correlation_rule_name": "rule-corr",
            "user": null,
            "id": "8bba85d9-a7fc-4c87-b35e-a7236b87159f",
            "version": 1,
            "schema_version": 1,
            "trigger_name": "trigger1",
            "state": "ACTIVE",
            "error_message": null,
            "severity": "1",
            "action_execution_results": [],
            "start_time": "2024-06-19T20:43:08.208Z",
            "end_time": "2024-06-19T20:48:08.208Z",
            "acknowledged_time": null
        }
    ],
    "total_alerts": 2
}

Acknowledge correlation alerts

You can use the following API to acknowledge the correlation alerts.

Example request

POST /_plugins/_security_analytics/_acknowledge/correlationAlerts
{
   "alertIds": ["8532c08b-3ab5-4e95-a1c2-5884c4cd41a5", "8bba85d9-a7fc-4c87-b35e-a7236b87159f"]
}

Example response

{
    "acknowledged": [
        {
            "correlated_finding_ids": [
                "4f867df9-c9cb-4dc1-84bb-6c8b575f1a54"
            ],
            "correlation_rule_id": "VjY0MpABPzR_pcEveVRq",
            "correlation_rule_name": "rule-corr",
            "user": null,
            "id": "8532c08b-3ab5-4e95-a1c2-5884c4cd41a5",
            "version": 1,
            "schema_version": 1,
            "trigger_name": "trigger1",
            "state": "ACTIVE",
            "error_message": null,
            "severity": "1",
            "action_execution_results": [],
            "start_time": "2024-06-19T20:37:08.257Z",
            "end_time": "2024-06-19T20:42:08.257Z",
            "acknowledged_time": null
        },
        {
            "correlated_finding_ids": [
                "30d2109f-76bb-44ad-8f68-6daa905e018d"
            ],
            "correlation_rule_id": "VjY0MpABPzR_pcEveVRq",
            "correlation_rule_name": "rule-corr",
            "user": null,
            "id": "8bba85d9-a7fc-4c87-b35e-a7236b87159f",
            "version": 1,
            "schema_version": 1,
            "trigger_name": "trigger1",
            "state": "ACTIVE",
            "error_message": null,
            "severity": "1",
            "action_execution_results": [],
            "start_time": "2024-06-19T20:43:08.208Z",
            "end_time": "2024-06-19T20:48:08.208Z",
            "acknowledged_time": null
        }
    ],
    "failed": []
}

350 characters left

Have a question? .

Want to contribute? or .