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# CloudTrail 데이터에 대한 Security Lake 쿼리 예제
<a name="cloudtrail-query-examples"></a>

AWS CloudTrail는에서 사용자 활동 및 API 사용량을 추적합니다AWS 서비스. 구독자는 CloudTrail 데이터를 쿼리하여 다음 유형의 정보를 학습할 수 있습니다.

다음은AWS소스 버전 1에 대한 CloudTrail 데이터의 몇 가지 예제 쿼리입니다.

**지난 7일AWS 서비스동안에 대한 무단 시도**

```
SELECT 
      time, 
      api.service.name, 
      api.operation, 
      api.response.error, 
      api.response.message, 
      unmapped['responseElements'], 
      cloud.region, 
      actor.user.uuid, 
      src_endpoint.ip, 
      http_request.user_agent
    FROM amazon_security_lake_glue_db_us_east_1.amazon_security_lake_table_us_east_1_cloud_trail_mgmt_1_0
    WHERE eventDay BETWEEN cast(date_format(current_timestamp - INTERVAL '7' day, '%Y%m%d%H') as varchar) and cast(date_format(current_timestamp - INTERVAL '0' day, '%Y%m%d%H') as varchar) 
      AND api.response.error in (
        'Client.UnauthorizedOperation',
        'Client.InvalidPermission.NotFound',
        'Client.OperationNotPermitted',
        'AccessDenied')
    ORDER BY time desc
    LIMIT 25
```

**최근 7일간 소스 IP `192.0.2.1`의 모든 CloudTrail 활동 목록**

```
SELECT 
      api.request.uid, 
      time, 
      api.service.name, 
      api.operation, 
      cloud.region, 
      actor.user.uuid, 
      src_endpoint.ip, 
      http_request.user_agent
    FROM amazon_security_lake_glue_db_us_east_1.amazon_security_lake_table_us_east_1_cloud_trail_mgmt_1_0
    WHERE eventDay BETWEEN cast(date_format(current_timestamp - INTERVAL '7' day, '%Y%m%d%H') as varchar) and cast(date_format(current_timestamp - INTERVAL '0' day, '%Y%m%d%H') as varchar)
    AND src_endpoint.ip = '127.0.0.1.'
    ORDER BY time desc
    LIMIT 25
```

**지난 7일간의 모든 IAM 활동 목록**

```
SELECT * 
    FROM amazon_security_lake_glue_db_us_east_1.amazon_security_lake_table_us_east_1_cloud_trail_mgmt_1_0
    WHERE eventDay BETWEEN cast(date_format(current_timestamp - INTERVAL '7' day, '%Y%m%d%H') as varchar) and cast(date_format(current_timestamp - INTERVAL '0' day, '%Y%m%d%H') as varchar)
      AND api.service.name = 'iam.amazonaws.com'
    ORDER BY time desc
    LIMIT 25
```

**지난 7일 동안 자격 증명 `AIDACKCEVSQ6C2EXAMPLE`이 사용된 인스턴스**

```
SELECT 
      actor.user.uid, 
      actor.user.uuid, 
      actor.user.account_uid, 
      cloud.region
    FROM amazon_security_lake_glue_db_us_east_1.amazon_security_lake_table_us_east_1_cloud_trail_mgmt_1_0
    WHERE eventDay BETWEEN cast(date_format(current_timestamp - INTERVAL '7' day, '%Y%m%d%H') as varchar) and cast(date_format(current_timestamp - INTERVAL '0' day, '%Y%m%d%H') as varchar)
      AND actor.user.credential_uid = 'AIDACKCEVSQ6C2EXAMPLE'
      LIMIT 25
```

**지난 7일간 실패한 CloudTrail 레코드 목록**

```
SELECT 
      actor.user.uid, 
      actor.user.uuid, 
      actor.user.account_uid, 
      cloud.region
    FROM amazon_security_lake_glue_db_us_east_1.amazon_security_lake_table_us_east_1_cloud_trail_mgmt_1_0
    WHERE status='failed' and eventDay BETWEEN cast(date_format(current_timestamp - INTERVAL '7' day, '%Y%m%d%H') as varchar) and cast(date_format(current_timestamp - INTERVAL '0' day, '%Y%m%d%H') as varchar)
    ORDER BY time DESC
    LIMIT 25
```