Is atomic swap Anonymous?

Could you please clarify whether atomic swaps truly offer anonymity? Are there any steps involved in the process that could potentially compromise user privacy or identity? Additionally, do the decentralized nature of blockchain technology play a role in maintaining anonymity during atomic swaps? I'm particularly interested in understanding the level of privacy protection offered and any potential vulnerabilities that might exist.