Beijing also said the exercises are aimed at interference by external forces, Reuters reported.
Military tensions with China, which claims Taiwan as its own territory, are at their worst in more than 40 years, Taiwan's defence minister said last week, adding China will be capable of mounting a "full scale" invasion by 2025.
He was speaking after China mounted four straight days of mass air force flights over Taiwan's air defence identification zone that began Oct. 1.
Speaking at a regular news briefing in Beijing, Ma Xiaoguang, spokesman for China's Taiwan Affairs Office, said the cause of current tensions was Taiwan's ruling Democratic Progressive Party's (DPP) "collusion" with foreign force and "provocations" over seeking Taiwan's independence.
Chinese drills are aimed at this collusion – a veiled reference to U.S. support for Taiwan – and separatist activities, protecting the country's sovereignty and territorial integrity as well as peace and stability in the Taiwan Strait, he added.
"They are absolutely just actions," Ma said.
"The DPP authorities' hyping of the so-called 'military threat' of the mainland is to completely invert right and wrong, and a bogus accusation," he added.
"If the DPP authorities obstinately persist in going about things the wrong way, and do not know how to draw back from the edge, it will only push Taiwan into a more dangerous situation."
Taiwan says it is an independent country called the Republic of China, its formal name, and will defend its freedom and democracy.
Despite Ma's comments, both Chinese President Xi Jinping and Taiwan President Tsai Ing-wen made relatively conciliatory speeches at the weekend, even as Xi vowed to bring Taiwan under its control and Tsai said they would not be forced to bow to China.
Xi did not mention resorting to force over Taiwan, while Tsai reiterated a desire for peace and dialogue with China.
Tsai, speaking at a regular party meeting later on Wednesday, reiterated that the government has never "slacked off" when presented with China's military threats but has also never "advanced rashly".
"I also want to repeat that we will never succumb to pressure. Strengthening national defence by ourselves is the government's top priority," she added.