Physical Defense, or just defense, is the resistance stat against physical attacks. Your current defense can be checked by going into the status window (Ctrl + A). Your base defense can be increased by spending points in the Durability or Physique stats. All armor can increase your defense, as well as certain onyxes. Upgraded body, pants, and helmets as well as gold statted pants increases your defense even further.