What is Zayn Malik's favorite type of shoes?

From what I’ve learned about Zayn Malik’s style, he seems to love edgy, boot-inspired footwear and has even collaborated on a shoe collection with luxury designer Giuseppe Zanotti that includes boots and sneakers reflecting his rock-influenced fashion sense rather than just one favorite shoe brand.