TSA spokeswoman Lisa Farbstein says the explosives were found in a bag of a Brussels-bound passenger Sunday.
The agency says it's not clear why she was traveling with the weapons and that she surrendered them.
The agency says there were no lockdowns or delays because of the discovery. No arrests were made or are expected to be made.
