【24h】

Measuring Information Flow in Reactive Processes

机译:测量反应过程中的信息流程

获取原文

摘要

This paper outlines an approach for measuring information flow within reactive probabilistic systems. First, we present the probabilistic model of reactive labelled transition system with input-output actions. Second, we present the language and semantics for simple reactive processes, and investigate the quantified information flow analysis over this semantics. Third, we define a metric over the semantics and then present a method to compute the leakage in reactive processes. The metric we considered is the square root of the Jensen-Shannon divergence: the quantitative information is contained in the distance between state transformations given by a process metric, Finally, we show that there is a connection between our leakage definition and mutual information in the framework of information theory.
机译:本文概述了测量反应概率系统内信息流程的方法。首先,我们介绍了具有输入输出动作的反应性标记过渡系统的概率模型。其次,我们介绍了简单的反应过程的语言和语义,并研究了对该语义的量化信息流分析。第三,我们通过语义来定义度量标准,然后呈现一种计算反应过程中泄漏的方法。我们考虑的指标是Jensen-Shannon发散的平方根:定量信息包含在一个过程度量的状态变换之间的距离中,最后,我们表明我们的泄漏定义和相互信息之间存在联系信息理论框架。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号