Robocall deepfakes are automated mass calls that use cloned voices of public figures, executives, or generic personas to deliver pre-recorded messages at scale. The combination of synthetic voice and bulk dialing turns voice fraud into a one-to-many attack vector.

• A target voice is cloned, or a generic synthetic voice is generated
• Audio is paired with VoIP infrastructure that places thousands of calls per hour
• Caller ID spoofing makes the calls appear to originate from local or trusted numbers

• Election interference using cloned candidate voices to suppress turnout or mislead voters
• Political fundraising fraud impersonating campaign staff
• Mass financial scams targeting consumers with cloned bank or agency voices
• Disinformation campaigns issuing fake public safety alerts
• Telecom fraud routing victims to bogus fraud-prevention hotlines