How do DeFi bridges work?

Could you please explain to me in detail how DeFi bridges operate? I'm particularly interested in the underlying mechanisms that enable the transfer of assets across different blockchains while maintaining security and ensuring interoperability. Additionally, I'd like to know about the potential risks and challenges associated with using DeFi bridges, as well as any recent advancements or innovations in this field. Thank you in advance for your comprehensive response.