Snowflake External Data Share

Severity: medium
Log types: Snowflake.DataTransferHistory
Tags: Snowflake, [MITRE] Exfiltration, [MITRE] Transfer Data to Cloud Account
Source: github.com/panther-labs/panther-analysis

Detect when an external share has been initiated from one source cloud to another target cloud.

MITRE ATT&CK coverage

Tactic	Techniques
Exfiltration	`T1537` Transfer Data to Cloud Account

Rule body yaml

AnalysisType: rule
Filename: snowflake_stream_external_shares.py
RuleID: Snowflake.Stream.ExternalShares
DisplayName: Snowflake External Data Share
Enabled: true
LogTypes:
  - Snowflake.DataTransferHistory
Severity: Medium
Reports:
  MITRE ATT&CK:
    - TA0010:T1537
Description: Detect when an external share has been initiated from one source cloud
  to another target cloud.
Runbook: Determine if this occurred as a result of a valid business request.
Tags:
  - Snowflake
  - '[MITRE] Exfiltration'
  - '[MITRE] Transfer Data to Cloud Account'
Tests:
  - Name: Zero byte transfer
    ExpectedResult: false
    Log:
      {
        "REGION": "US-EAST-2",
        "SOURCE_CLOUD": "AWS",
        "SOURCE_REGION": "US-EAST-2",
        "TARGET_CLOUD": "AWS",
        "TARGET_REGION": "EU-WEST-1",
        "BYTES_TRANSFERRED": 0,
        "TRANSFER_TYPE": "COPY"
      }
  - Name: Disallowed Share
    ExpectedResult: true
    Log:
      {
        "REGION": "US-EAST-2",
        "SOURCE_CLOUD": "AWS",
        "SOURCE_REGION": "US-EAST-2",
        "TARGET_CLOUD": "AWS",
        "TARGET_REGION": "EU-WEST-1",
        "BYTES_TRANSFERRED": 61235879,
        "TRANSFER_TYPE": "COPY"
      }

Detection logic

Condition

SOURCE_CLOUD is_not_null
TARGET_CLOUD is_not_null
BYTES_TRANSFERRED gt "0"

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
`BYTES_TRANSFERRED`	gt	`0`
`SOURCE_CLOUD`	is_not_null	(no value, null check)
`TARGET_CLOUD`	is_not_null	(no value, null check)

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_CLOUD`
`SOURCE_REGION`
`TARGET_CLOUD`
`TARGET_REGION`
`TRANSFER_TYPE`
`BYTES_TRANSFERRED`

`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)