The present invention relates to a method for pickling a surface of a steel plate with a mixed acid solution without nitric acid in low temperatures at a high speed for manufacturing an austenite type stainless cold rolled steel plate which needs a high surface quality. Provided is a high chrome austenite type stainless cold rolled steel plate for removing a silicon oxide from a cold rolled steel plate by dipping the cold rolled steel plate in a mixed acid solution which practically does not contain an iron ion, and contains 110-150 g/l of sulfuric acid, 25-40 g/l of free hydrofluoric acid, and more than or equal to 5.5 g/l of a hydrogen peroxide concentration in an initial composition, and does not contain nitric acid. According to the present invention, since nitric acid is not contained when an austenite type stainless cold rolled steel plate is pickled, the process is capable of reducing burden of installation of DeNOx facilities, and NOx removal facilities. Furthermore, the process is easily controlled, and suitable for high speed manufacture since pickling can be controlled by a hydrogen peroxide concentration and a hydrofluoric acid concentration. After pickling, since a quality is increased in comparison with a conventional pickling method, an austenite type stainless cold rolled steel plate with an excellent quality can be manufactured. [Reference numerals] (AA) Valid hydrogen peroxide concentration (g/L); (BB) Iron ion concentration (g/L)