The 51-year-old musician filed legal documents against Kelly Lord after she allegedly confronted a houseguest, reported TMZ.
Moby's assistants later found the woman hiding in the bushes.
Prior to that, Kelly was arrested earlier this month for petty theft after she was found on Moby's property with a package with his name on it.
But since Moby - whose real name is Richard Hall - has managed to obtain a restraining order, Kelly has been ordered to stay at least 100 yards away from his home, work and car.