Abstract: Due to the weak point of the statistical processing algorithm used in network information security evaluation, base on the characteristics of computer security, this article proposes the multivariate linear regression algorithm to obtain weight number contrast the way often used in selecting weight number of the weighted arithmetic mean. This algorithm can reduce the affection of human on the evaluation result, and improve the credibility of the evaluation result.

Key words: multiple linear regression, information security evaluation, computer security