Yes, Top Level Domains such as .com and .net allow for the WHOIS details to be hidden from WHOIS database.
This is completed by signing up for Domain Privacy with Infinite Networks.
Domains that require some sort of verified eligibility (example .com.au) won’t allow you to hide their WHOIS details.