The Biden administration and several allies plan to allege Monday morning that China’s civilian intelligence service is responsible for a sweeping hacking campaign that hit tens of thousands of companies around the world earlier this year.

According to a senior Biden administration official, hackers affiliated with China’s Ministry of State Security...