事实:用于时间敏感计算的DSL

S. Cauligi, Gary Soeller, Brian Johannesmeyer, Fraser Brown, R. Wahby, John Renner, B. Grégoire, G. Barthe, Ranjit Jhala, D. Stefan
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引用次数: 52

摘要

现实世界的加密代码通常是用C语言的一个子集编写的,目的是在恒定时间内执行,从而避免了定时侧信道漏洞。这个C子集避免了我们所知道的结构化编程:在处理敏感数据时,if语句、循环结构和过程抽象会泄漏计时信息。由此产生的混淆导致了微妙的bug,甚至在OpenSSL等广泛使用的高知名度库中也是如此。为了解决编写恒定时间密码代码的挑战,我们提出了FaCT,这是一种提供高级但安全的语言结构的加密DSL。FaCT编译器使用保密类型系统自动将可能对时间敏感的高级代码转换为低级、恒定时间的LLVM位码。我们开发了语言和类型系统,形式化了恒定时间转换,并提供了一个经验评估,使用FaCT实现了来自几个开源项目(包括OpenSSL, libsodium和curve25519-donna)的核心加密例程。我们的评估表明,FaCT的设计使得编写具有高效、恒定时间行为的可读高级加密代码成为可能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
FaCT: a DSL for timing-sensitive computation
Real-world cryptographic code is often written in a subset of C intended to execute in constant-time, thereby avoiding timing side channel vulnerabilities. This C subset eschews structured programming as we know it: if-statements, looping constructs, and procedural abstractions can leak timing information when handling sensitive data. The resulting obfuscation has led to subtle bugs, even in widely-used high-profile libraries like OpenSSL. To address the challenge of writing constant-time cryptographic code, we present FaCT, a crypto DSL that provides high-level but safe language constructs. The FaCT compiler uses a secrecy type system to automatically transform potentially timing-sensitive high-level code into low-level, constant-time LLVM bitcode. We develop the language and type system, formalize the constant-time transformation, and present an empirical evaluation that uses FaCT to implement core crypto routines from several open-source projects including OpenSSL, libsodium, and curve25519-donna. Our evaluation shows that FaCT’s design makes it possible to write readable, high-level cryptographic code, with efficient, constant-time behavior.
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