Hello @Pierre-Marc_Mazeroll welcome to the Asana Community!
I recommend upvoting this existing thread 
Download multiple attachments at once
Bridge24 offers the ability to download files in bulk: Add a "download all" button to tasks & conversations - #60 by Daniel_Raymond