Our skins keep switching around like the player in front of me has my skin on and I have their skin on. We keep resetting our games but the issue is still happening

Whenever I play multiplayer with my friend, our skins keep switching. We get our skins online of course from minecraftskins.com but every time she joins my world or vice versa, the skins switch. We keep resetting but the glitch is still happening.