To make it short and sweet, as Michael told Fredo (before knowing his connections with Ola), he believes that Roth was behind it.
I personally feel that the assassians were on a sucide mission. And if they have any common sense, they would know that they had not escape route. of course they would run and hide from the bodyguards to live as long as possible. That's human nature.