The best-studied method is for a cell to increase the number of molecular pumps in its outer membrane.

ECONOMIST: Cell biology: The secret of the vaults | The

There is particular concern about Gram-negative bacteria (like E.coli and K. pneumonia), due to their outer membrane which can prevent some antibiotics from penetrating the cell.

BBC: Action on antibiotics