According to PANews, fake transaction simulators are emerging as a significant security risk in the cryptocurrency industry. Scammers are creating false interfaces that simulate completed transactions, generating non-existent blockchain transfer records. Users are advised to remain vigilant and verify the authenticity of transactions through on-chain data.