ACID refers to actions that can take place within a transaction. Transactions refer to logical operation to the data. The data is the content, not de container. DML affects content, DDL affects the container. ALTER TABLE is a DDL operation.

Now, I know that _some_ databases offer some level of support to include DLL operations within a transaction, but its far from being common, and most of the implementations are quite recent.