WASHINGTON—In an effort to foil a suspected terrorist plot against European targets, the Central Intelligence Agency has ramped up missile strikes against militants in Pakistan's tribal regions, current and former officials say.

The strikes, launched from unmanned drone aircraft, represent a rare use of the CIA's drone campaign to preempt a possible attack on the West.

The...