Deepfakes and synthetic media are now standard tools in the fraudster's playbook. 

• Generating synthetic selfies that slip past basic image checks 

  
  

• Injecting fake videos directly into liveness verification flows 

  
  

• Manipulating document videos with static images disguised as genuine recordings 

  
  

• Coordinating attacks across borders to exploit regional verification blind spots 

  
  

The cost of missing these attacks? Account takeovers, financial losses, and regulatory penalties that could have been prevented.