Yes, anyone in the U.S. can apply for asylum within 1 year of arrival, regardless of visa type.

You must prove fear of persecution based on race, religion, nationality, political opinion, or social group.

Filing doesn’t automatically extend your F-1 status—you must maintain it separately.