What is a DPN vs VPN?

Can you please clarify the difference between a Decentralized Private Network (DPN) and a Virtual Private Network (VPN) for me? I understand that both offer some level of privacy and security online, but how do they differ in terms of their architecture, functionality, and use cases? Specifically, I'm interested in knowing which one might be more suitable for securing cryptocurrency transactions and protecting sensitive financial information.