type.inbound
and any(ml.nlu_classifier(body.current_thread.text).intents,
.name in ("bec") and .confidence == "high"
)
and
// mismatched From and Reply-to
(
(
length(headers.reply_to) > 0
and all(headers.reply_to,
.email.domain.root_domain != sender.email.domain.root_domain
)
)
or not headers.auth_summary.dmarc.pass
or not headers.auth_summary.spf.pass
)
// negate "via" senders via dmarc authentication or gmail autoforwards
and not (
strings.ilike(headers.return_path.local_part, "*+caf_=*")
and strings.contains(sender.display_name, "via")
and (headers.auth_summary.dmarc.pass)
)
and (
not profile.by_sender().solicited
or (
profile.by_sender().any_messages_malicious_or_spam
and not profile.by_sender().any_messages_benign
)
)
Playground
Test against your own EMLs or sample data.