Add soy sauce, vinegar, paprika, dry mustard, sugar, and oil to a large pan and stir to combine. Add chicken drumsticks and pour water over them. Bring to a boil.

Simmer until the water has reduced by half, then reduce heat to medium. Turn the chicken frequently and cook until the chicken is cooked through and sauce thickens.

Sprinkle with sesame seeds and serve hot.