Wangiri vs IRSF

Wangiri ("one ring and cut") and International Revenue Share Fraud (IRSF) both monetize premium-rate international numbers. Wangiri baits the victim into calling back; IRSF originates the calls from compromised PBX or SIM-box infrastructure.

AttributeWangiriIRSF
OriginationVictim initiates callbackCompromised PBX / stolen credentials
Volume modelBroad missed-call sweepsConcentrated call generation
Detection windowCallback minutes after baitMinutes to hours from origination
Loss bearerEnd subscriberEnterprise / operator
Common defenseMissed-call filtering, subscriber warningsPBX hardening, real-time CDR anomaly detection

Verdict

Both feed the same revenue-share ecosystem, but they target different pockets. Anti-fraud stacks that only watch outbound minute spikes catch IRSF and miss Wangiri; those that only warn subscribers catch Wangiri and miss IRSF.

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