Towards a Flow- and Path-Sensitive Information Flow Analysis

Peixuan Li, Danfeng Zhang
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引用次数: 13

Abstract

This paper investigates a flow- and path-sensitive static information flow analysis. Compared with security type systems with fixed labels, it has been shown that flow-sensitive type systems accept more secure programs. We show that an information flow analysis with fixed labels can be both flow- and path-sensitive. The novel analysis has two major components: 1) a general-purpose program transformation that removes false dataflow dependencies in a program that confuse a fixed-label type system, and 2) a fixed-label type system that allows security types to depend on path conditions. We formally prove that the proposed analysis enforces a rigorous security property: noninterference. Moreover, we show that the analysis is strictly more precise than a classic flow-sensitive type system, and it allows sound control of information flow in the presence of mutable variables without resorting to run-time mechanisms.
面向流和路径敏感的信息流分析
研究了一种流敏感和路径敏感的静态信息流分析方法。与带固定标签的安全型系统相比,流量敏感型系统接受的程序更安全。我们证明了带有固定标签的信息流分析既可以是流敏感的,也可以是路径敏感的。这种新颖的分析有两个主要组成部分:1)一个通用的程序转换,它消除了混淆固定标签类型系统的程序中的错误数据流依赖关系;2)一个固定标签类型系统,它允许安全类型依赖于路径条件。我们正式证明了所提出的分析强制执行严格的安全性质:不干扰。此外,我们表明,该分析严格地比经典的流敏感型系统更精确,并且它允许在可变变量存在的情况下对信息流进行良好的控制,而无需诉诸运行时机制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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