ZKWASM: A ZKSNARK WASM Emulator

IF 5.8 2区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Transactions on Services Computing Pub Date : 2024-07-05 DOI:10.1109/TSC.2024.3422798
Sinka Gao;Guoqiang Li;Hongfei Fu
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Abstract

WebAssembly, or WASM for short, is a binary code format for a stack-based virtual machine, first published in 2018 and now becomes a main-steam technology for providing distributed serverless functions. Recently, the demand for privacy and trustless serverless functions has started to grow in cloud, edge, and grid computing, which poses a question for those serverless function providers: how they ensure trustworthy computation in safety-critical scenarios like financial systems, cybersecurity, private data handling, etc. To address this, we leverage the technology ZKSNARK (zero-knowledge Succinct Non-interactive Argument of Knowledge), a powerful proof system that allows efficient verification of the evaluation problem of statements, to give WASM runtime the ability to provide trustless computation service. More precisely, we present ZKWASM, a ZKSNARK backed virtual machine that emulates the execution of WASM bytecode and generates zero-knowledge-proofs for the emulation result. The proof generated by the ZKWASM virtual machine can then be used to convince an entity, with no leakage of confidential information, that the result of the emulation enforces the semantic specification of WASM.
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ZKWASM:ZKSNARK WASM 仿真器
WebAssembly(简称WASM)是一种基于堆栈的虚拟机的二进制代码格式,于2018年首次发布,现在已成为提供分布式无服务器功能的主流技术。最近,在云计算、边缘计算和网格计算中,对隐私和无信任的无服务器功能的需求开始增长,这给那些无服务器功能提供商提出了一个问题:他们如何确保在金融系统、网络安全、私人数据处理等安全关键场景中的可信计算。为了解决这个问题,我们利用ZKSNARK技术(零知识简洁非交互式知识论证),这是一个强大的证明系统,允许对语句的评估问题进行有效验证,使WASM运行时能够提供无信任计算服务。更准确地说,我们提出了ZKWASM,一个ZKSNARK支持的虚拟机,它模拟WASM字节码的执行,并为模拟结果生成零知识证明。然后,由ZKWASM虚拟机生成的证明可以用来说服实体,在不泄露机密信息的情况下,仿真的结果强制执行WASM的语义规范。
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来源期刊
IEEE Transactions on Services Computing
IEEE Transactions on Services Computing COMPUTER SCIENCE, INFORMATION SYSTEMS-COMPUTER SCIENCE, SOFTWARE ENGINEERING
CiteScore
11.50
自引率
6.20%
发文量
278
审稿时长
>12 weeks
期刊介绍: IEEE Transactions on Services Computing encompasses the computing and software aspects of the science and technology of services innovation research and development. It places emphasis on algorithmic, mathematical, statistical, and computational methods central to services computing. Topics covered include Service Oriented Architecture, Web Services, Business Process Integration, Solution Performance Management, and Services Operations and Management. The transactions address mathematical foundations, security, privacy, agreement, contract, discovery, negotiation, collaboration, and quality of service for web services. It also covers areas like composite web service creation, business and scientific applications, standards, utility models, business process modeling, integration, collaboration, and more in the realm of Services Computing.
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