Relational Models of Microarchitectures for Formal Security Analyses

12/20/2021
by   Nicholas Mosier, et al.
0

There is a growing need for hardware-software contracts which precisely define the implications of microarchitecture on software security-i.e., security contracts. It is our view that such contracts should explicitly account for microarchitecture-level implementation details that underpin hardware leakage, thereby establishing a direct correspondence between a contract and the microarchitecture it represents. At the same time, these contracts should remain as abstract as possible so as to support efficient formal analyses. With these goals in mind, we propose leakage containment models (LCMs)-novel axiomatic security contracts which support formally reasoning about the security guarantees of programs when they run on particular microarchitectures. Our core contribution is an axiomatic vocabulary for formally defining LCMs, derived from the established axiomatic vocabulary used to formalize processor memory consistency models. Using this vocabulary, we formalize microarchitectural leakage-focusing on leakage through hardware memory systems-so that it can be automatically detected in programs. To illustrate the efficacy of LCMs, we present two case studies. First, we demonstrate that our leakage definition faithfully captures a sampling of (transient and non-transient) microarchitectural attacks from the literature. Second, we develop a static analysis tool based on LCMs which automatically identifies Spectre vulnerabilities in programs and scales to analyze realistic-sized codebases, like libsodium.

READ FULL TEXT
POST COMMENT

Comments

There are no comments yet.

Authors

page 1

08/22/2019

Security Analysis Methods on Ethereum Smart Contract Vulnerabilities: A Survey

Smart contracts are software programs featuring both traditional applica...
09/09/2021

Clockwork Finance: Automated Analysis of Economic Security in Smart Contracts

We introduce the Clockwork Finance Framework (CFF), a general purpose, f...
06/07/2019

Smart Contract Design Meets State Machine Synthesis: Case Studies

Modern blockchain systems support creation of smart contracts -- statefu...
07/14/2020

Speculative Leakage in ARM Cortex-A53

The recent Spectre attacks have demonstrated that modern microarchitectu...
07/16/2021

SMLtoCoq: Automated Generation of Coq Specifications and Proof Obligations from SML Programs with Contracts

Formally reasoning about functional programs is supposed to be straightf...
03/15/2021

Compositional Security for Reentrant Applications

The disastrous vulnerabilities in smart contracts sharply remind us of o...
05/14/2021

Revizor: Testing Black-box CPUs against Speculation Contracts

Speculative vulnerabilities such as Spectre and Meltdown expose speculat...
This week in AI

Get the week's most popular data science and artificial intelligence research sent straight to your inbox every Saturday.