A moderator on slack told me that every pending transaction poses a threat for my remaining funds in the wallet. Especially when a transaction stays pending for a long time or never confirms.
As far as I understand it my remaining Iotas move to a new address when making a transaction. However, if the transaction is in pending state the remaining balance stays on the already spent and thus vulnerable address till the transaction is confirmed.