Resignation definitely does not seem like the right direction, and is likely a panic reaction.

That said. The ceo is responsible regardless of their knowledge - in tech heavy companies, like this apparently is, they'd usually appoint a trusted cto for things like this.

But failure always run up the chain of command, and ofcause it should. It is after all why CEOs are paid well. They are responsible.