His comments come one day after Iranian state-run media reported that Mr. Rouhani had no intention of meeting Mr. Trump at the U.N. General Assembly next week.
"I think we need to make sure that the American people understand that this administration - that lies about weather maps or crowd sizes - can not be trusted to give us the full information we need to be able to make a decision whether we should be going to war or not with Iran", she said.
Iranian officials have reiterated their refusal to a meeting and any possible dialogues with the USA while Tehran is still under strict United States sanctions, which Trump re-imposed post withdrawing from 2015 landmark global Iranian nuclear accord, inked between Tehran and world powers to curb Iran's nuclear programme in exchange of sanctions relief.
Earlier on Tuesday, the Iranian supreme leader said any direct negotiations with Washington were out of the question.
China urges U.S. to ensure North Korea talks resume
And a lot of us, including me, disagree with some of your tactics and some of your ideas. DPRK stands for the Democratic People's Republic of Korea, the North's official name.
Iran responded by scaling back its commitments under the landmark accord, which gave it the promise of sanctions relief in return for limiting the scope of its nuclear program.
The Trump administration is attempting to pin down blame for the oil-field attacks over the weekend.
There will be no meeting between Iranian President Hassan Rouhani and his USA counterpart Donald Trump at the United Nations, Iranian state television reported on Monday, after the White House on Sunday left open the possibility of a potential meeting.
Trump called off a retaliatory USA missile attack on Iran in June after the Iranians shot down a spy drone. "At the right time, they'll be ready".