Sublime Security low experimental mql
Spam: URL shortener with short body content and emojis
Detects spam from freemail senders, where the majority of the body is a URL shortener and emojis.
Detection Logic
type.inbound
// sender is a freemail
and sender.email.domain.root_domain in $free_email_providers
// has a URL shortener
and any(body.links,
.href_url.domain.root_domain in $url_shorteners
or .href_url.domain.root_domain in $social_landing_hosts
)
// short body, basically just the URL
and length(body.plain.raw) < 100
// has an emoji in the subject or body
and (
regex.contains(body.plain.raw,
'[\x{1F300}-\x{1F5FF}\x{1F600}-\x{1F64F}\x{1F680}-\x{1F6FF}\x{1F700}-\x{1F77F}\x{1F780}-\x{1F7FF}\x{1F900}-\x{1F9FF}\x{2600}-\x{26FF}\x{2700}-\x{27BF}\x{2300}-\x{23FF}]'
)
or regex.contains(subject.subject,
'[\x{1F300}-\x{1F5FF}\x{1F600}-\x{1F64F}\x{1F680}-\x{1F6FF}\x{1F700}-\x{1F77F}\x{1F780}-\x{1F7FF}\x{1F900}-\x{1F9FF}\x{2600}-\x{26FF}\x{2700}-\x{27BF}\x{2300}-\x{23FF}]'
)
)
and (
profile.by_sender().prevalence in ("new", "outlier")
or (
profile.by_sender().any_messages_malicious_or_spam
and not profile.by_sender().any_messages_benign
)
) Field Validations
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