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sublimemediumRule

Service abuse: PayPal manager account creation with callback scam indicators

Detects inbound messages abusing PayPal's noreply address with subjects about PayPal Manager user account creation that contain callback scam intent patterns identified through natural language analysis.

Detection Query

type.inbound
and sender.email.email == "noreply@paypal.com"
and strings.icontains(subject.base,
                      "Creation of your PayPal Manager user account"
)
and any(ml.nlu_classifier(body.current_thread.text).intents,
        .name in ("callback_scam", "cred_theft") and .confidence != "low"
)

Data Sources

Email MessagesEmail HeadersEmail Attachments

Platforms

email
Raw Content
name: "Service abuse: PayPal manager account creation with callback scam indicators"
description: "Detects inbound messages abusing PayPal's noreply address with subjects about PayPal Manager user account creation that contain callback scam intent patterns identified through natural language analysis."
type: "rule"
severity: "medium"
source: |
  type.inbound
  and sender.email.email == "noreply@paypal.com"
  and strings.icontains(subject.base,
                        "Creation of your PayPal Manager user account"
  )
  and any(ml.nlu_classifier(body.current_thread.text).intents,
          .name in ("callback_scam", "cred_theft") and .confidence != "low"
  )
attack_types:
  - "Callback Phishing"
  - "Credential Phishing"
tactics_and_techniques:
  - "Impersonation: Brand"
  - "Social engineering"
  - "Spoofing"
detection_methods:
  - "Sender analysis"
  - "Content analysis"
  - "Natural Language Understanding"
id: "4f379593-37e8-5a00-a724-08eb72d90062"