Facebook Inc. Chief Executive Mark Zuckerberg and the company’s board of directors took issue with a report suggesting the social-media giant deliberately played down the impact of Russian interference on the platform.

On a call with reporters on Thursday, Mr. Zuckerberg repeated his admission that Facebook had been slow to spot Russian activity and recognize its significance, but he said that any allegation the company was uninterested in the truth “is simply untrue.”