The Paradox of Democracy

A textbook of politics usually mentions the following as a defect of democracy: Democracy operates under majority rule, where those in the numerical majority are powerful and they tend to ride roughshod over the concerns of the minority. It is a problem of democracy to be solved how to protect the weak minority from the tyranny of the majority. Is this classical theory true?