Has Arsenal's indifferent pre-season revealed a surprise weakness?

Arsenal have been conceding goals at an alarming rate in pre-season. Seven across three games. Has their greatest strength, one that contributed hugely to their Premier League title success last season, become a surprise source of frailty on the eve of the next?