Abstract: Regarding the issue of network covert channels hidden in overt sources with fixed probability distribution,two detection methods are proposed.One is an improved attribute shift test and the other is a modified Pearson chi-square test.In attribute shift test we use k warnings instead of one warning to indicate detection.In chi-square test we incorporate adjacent probability values.The two methods improve detection accuracy in different degrees.Advantages of the detection methods are verified by experiments.