The signs are mounting that the Philippines is now a primary target for Islamic State.

The southern reaches of the mostly Roman Catholic country have long been home to Muslim insurgents seeking to carve out an independent state. Until now, counterterrorism officials and experts have largely viewed local declarations of loyalty to Islamic State founder Abu Bakr al-Baghdadi as little more than pleas for attention. That is changing.

One...