# Example Security Lake queries for Security Hub CSPM findings
<a name="security-hub-query-examples-sourceversion2"></a>

Security Hub CSPM provides you with a comprehensive view of your security state in AWS and helps you check your environment against security industry standards and best practices. Security Hub CSPM produces findings for security checks and receives findings from third-party services.

Here are some example queries for Security Hub CSPM findings for AWS source version 2:

**New findings with severity greater than or equal to `MEDIUM` in the last 7 days**

```
SELECT
    time_dt,
    finding_info,
    severity_id,
    status
FROM "amazon_security_lake_glue_db_us_east_1"."amazon_security_lake_table_us_east_1_sh_findings_2_0"
WHERE time_dt BETWEEN CURRENT_TIMESTAMP - INTERVAL '7' DAY AND CURRENT_TIMESTAMP 
    AND severity_id >= 3
    AND status = 'New'
ORDER BY time DESC
LIMIT 25
```

**Duplicate findings in the last 7 days**

```
SELECT 
    finding_info.uid,
    MAX(time_dt) AS time,
    ARBITRARY(region) AS region,
    ARBITRARY(accountid) AS accountid,
    ARBITRARY(finding_info) AS finding,
    ARBITRARY(vulnerabilities) AS vulnerabilities
FROM "amazon_security_lake_glue_db_us_east_1"."amazon_security_lake_table_us_east_1_sh_findings_2_0"
WHERE time_dt BETWEEN CURRENT_TIMESTAMP - INTERVAL '7' DAY AND CURRENT_TIMESTAMP
GROUP BY finding_info.uid
LIMIT 25
```

**All non-informational findings in the last 7 days**

```
SELECT 
    time_dt,
    finding_info.title,
    finding_info,
    severity
FROM "amazon_security_lake_glue_db_us_east_1"."amazon_security_lake_table_us_east_1_sh_findings_2_0"
WHERE severity != 'Informational' and time_dt BETWEEN CURRENT_TIMESTAMP - INTERVAL '7' DAY AND CURRENT_TIMESTAMP
LIMIT 25
```

**Findings where the resource is an Amazon S3 bucket (no time restriction)**

```
SELECT *
   FROM "amazon_security_lake_glue_db_us_east_1"."amazon_security_lake_table_us_east_1_sh_findings_2_0"
WHERE any_match(resources, element -> element.type = 'amzn-s3-demo-bucket')
LIMIT 25
```

**Findings with a Common Vulnerability Scoring System (CVSS) score greater than `1` (no time restriction)**

```
SELECT
    DISTINCT finding_info.uid
    time_dt,
    metadata,
    finding_info,
    vulnerabilities,
    resource
FROM "amazon_security_lake_glue_db_us_east_1"."amazon_security_lake_table_us_east_1_sh_findings_2_0",
UNNEST(vulnerabilities) AS t(vulnerability),
UNNEST(vulnerability.cve.cvss) AS t(cvs)
WHERE cvs.base_score > 1.0
AND vulnerabilities is NOT NULL
LIMIT 25
```

**Findings that match Common Vulnerabilities and Exposures (CVE) `CVE-0000-0000` (no time restriction)**

```
SELECT *
    FROM "amazon_security_lake_glue_db_us_east_1"."amazon_security_lake_table_us_east_1_sh_findings_2_0"
WHERE any_match(vulnerabilities, element -> element.cve.uid = 'CVE-0000-0000')
LIMIT 25
```

**Count of products that are sending findings from Security Hub CSPM in the last 7 days**

```
SELECT 
    metadata.product.name,
    count(*)
FROM "amazon_security_lake_glue_db_us_east_1"."amazon_security_lake_table_us_east_1_sh_findings_2_0"
WHERE time_dt BETWEEN CURRENT_TIMESTAMP - INTERVAL '7' DAY AND CURRENT_TIMESTAMP
GROUP BY metadata.product.name
ORDER BY metadata.product.name DESC
LIMIT 25
```

**Count of resource types in findings in the last 7 days**

```
SELECT
    count(*) AS "Total",
    resource.type
FROM "amazon_security_lake_glue_db_us_east_1"."amazon_security_lake_table_us_east_1_sh_findings_2_0"
WHERE time_dt BETWEEN CURRENT_TIMESTAMP - INTERVAL '7' DAY AND CURRENT_TIMESTAMP
GROUP BY resource.type
ORDER BY count(*) DESC
LIMIT 25
```

**Vulnerable packages from findings in the last 7 days**

```
SELECT 
    vulnerabilities
FROM "amazon_security_lake_glue_db_us_east_1"."amazon_security_lake_table_us_east_1_sh_findings_2_0"
WHERE time_dt BETWEEN CURRENT_TIMESTAMP - INTERVAL '7' DAY AND CURRENT_TIMESTAMP
AND vulnerabilities is NOT NULL
LIMIT 25
```

**Findings that have changed in the last 7 days**

```
SELECT 
    status,
    finding_info.title,
    finding_info.created_time_dt,
    finding_info,
    finding_info.uid,
    finding_info.first_seen_time_dt,
    finding_info.last_seen_time_dt,
    finding_info.modified_time_dt
FROM "amazon_security_lake_glue_db_us_east_1"."amazon_security_lake_table_us_east_1_sh_findings_2_0"
WHERE time_dt BETWEEN CURRENT_TIMESTAMP - INTERVAL '7' DAY AND CURRENT_TIMESTAMP
LIMIT 25
```