SUI Xin-guang, SHEN Lei, YAN Ji-kun, et al. Text steganalysis using AdaBoost[J]. 2007, (12): 136-140.DOI:
基于AdaBoost的文本隐写分析
摘要
通过对自然文本统计模型和特性的分析
指出隐藏消息后可能对文本统计特性带来的变化
并提出了基于AdaBoost的通用检测算法。抽取文本的5个基本统计特征量为分类特征
对自然文本和载密文本进行有效分类检测。实验证明该算法具有较好的适用性和可靠性。
Abstract
The statistical models and features of natural texts was analyzed
and it was pointed out that embedding mes-sages in texts will change the features of them.According to the changes
a blind detecting method was designed using AdaBoost.Five basic parameters of texts was extracted as distinguished feature vectors to discriminate natural texts and stego-texts effectively using AdaBoost.Experimental results show the high accuracy and reliability of the method.