Sublime Security low experimental mql
Spam: Personalized subject and greetings via Salesforce Marketing Cloud
Detects messages sent through Salesforce Marketing Cloud infrastructure that contain a fake previous email thread, where both the current and previous threads start with the same greeting pattern extracted from the subject line.
Detection Logic
type.inbound
// attempt to find SF sending infra
and (
headers.domains[0].root_domain == "exacttarget.com"
or strings.iends_with(headers.message_id, '.xt.local>')
or any(headers.hops,
any(.fields,
.name =~ "X-SFMC-Stack"
or (.name =~ "x-job" and regex.match(.value, '^\d+_\d+$'))
)
)
)
// the message contains a fake previous thread
and length(body.previous_threads) == 1
// extract the name from the subject
and any(regex.iextract(subject.base, '(?:^
| : )(?P<first_name>[A-Z][a-z]+)$'),
// the current thread starts with "Hi <extracted from subject>
strings.istarts_with(body.current_thread.text,
strings.concat('Hi ', .named_groups["first_name"])
)
// the previous thread starts with "Hi <extracted from subject>
and any(body.previous_threads,
strings.istarts_with(.text,
strings.concat('Hi ',
..named_groups["first_name"]
)
)
)
) Field Validations
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