The Taiwanese government is seeking to strengthen cooperation with the Philippines including on maritime patrols amid China’s increasing use of gray-zone tactics in the region.

Taiwan will not provoke a confrontation with China, the self-ruled island’s second leader said Friday, lamenting Beijing’s ...