A Safe is a Good Idea
Yes, a safe is always a great idea to protect your valuables but there is also another benefit to a safe.
Burglars will head straight for a safe because they assume it contains something valuable. Why not set up one safe as a red herring in a visible place and then hide your valuables somewhere else? That way if a burglar grabs the decoy safe they will end up with nothing!