I am a flowering plant known for my striking appearance and diverse uses. What am I?

1. My flowers can be found in almost every color imaginable, except true blue.
2. I am often associated with love, beauty, and remembrance.
3. My oil is used in perfumes, cosmetics, and even some traditional medicines.
4. I have thorns on my stems, as a defense mechanism.