A method for suppressing errors is provided. The method is applied to a controller of a Flash memory, where the Flash memory includes a plurality of blocks. The method includes: according to an address of data to be written into or read from the Flash memory, determining whether to utilize an original seed as an input seed of a randomizer/derandomizer, where the randomizer/derandomizer is arranged to generate a random function according to the input seed, with the random function being utilized for adjusting a plurality of bits of the data bit by bit, and with regard to at least each block of the blocks, a value of the original seed remains unvaried; and when it is determined that the original seed should not be utilized as the input seed, generating the random function according to a new seed to adjust the data.