Write SQL query to solve given problem: How many films are there under the category of "Horror"?. Keep the solution inside sql tag ```sql [SQL-Query] ```
SELECT COUNT(T1.film_id) FROM film_category AS T1 INNER JOIN category AS T2 ON T1.category_id = T2.category_id WHERE T2.name = 'Horror'