It did not have its own army therefore it couldn't make big countries like Italy and Japan obey the rules.
Powerful countries like America, Germany and USSR did not join
Collective security didn't work because countries like Britain didn't fulfill its pacts with smaller countries because it was already suffering from the great depression.