I just tried and got it to work myself on Ubuntu (via the web launch of ASDM - you won't be able to run the standalone .msi package).
Getting Started
Find answers to your questions by entering keywords or phrases in the Search bar above. New here? Use these resources to familiarize yourself with the community: