The 110 men testing positive represented more than one-fifth of the 500 would-be conscripts who were called in for the first day.
They are liable for criminal prosecution.
Selections were continuing on Wednesday at the Phra Swetsurakhachathan Building within the Muang Yala Municipality compound.
The Royal Thai Armed Forces are seeking Thai men age 21 and up.