ProACT: Probabilistic Analysis and Countermeasures Tool for Blockchain Supply Chains With Smart Contracts Composition

IF 1.5 4区 计算机科学 Q3 COMPUTER SCIENCE, SOFTWARE ENGINEERING
Rangu Manjula, Naveen Chauhan
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引用次数: 0

Abstract

This study introduces the ProACT (Probabilistic Analysis and Countermeasures Tool) framework, which uses Bayesian Networks, Colored Petri Nets, and NuSMV (new symbolic model validator) to check and improve smart contracts in blockchain-based supply chains. The main aim is to make smart contracts safer and more reliable in the Agrochem and Fertilizers Supply Chain. The research focuses on the need for better security in blockchain applications. There is a gap in current methods that handle the unpredictable nature of smart contracts. This study seeks to fill this gap with a new approach. The ProACT framework combines different models. Bayesian Networks help understand dependencies and uncertainties. Colored Petri Nets show how contracts change over time. NuSMV checks the contracts formally to find issues. The study includes a detailed case study and tests. Results show that ProACT is better at finding problems and checking contracts quickly. It also reduces the impact of attacks on the system. The findings are important because they offer a new way to make smart contracts safer. This helps improve the overall security of blockchain-based supply chains.

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来源期刊
Concurrency and Computation-Practice & Experience
Concurrency and Computation-Practice & Experience 工程技术-计算机:理论方法
CiteScore
5.00
自引率
10.00%
发文量
664
审稿时长
9.6 months
期刊介绍: Concurrency and Computation: Practice and Experience (CCPE) publishes high-quality, original research papers, and authoritative research review papers, in the overlapping fields of: Parallel and distributed computing; High-performance computing; Computational and data science; Artificial intelligence and machine learning; Big data applications, algorithms, and systems; Network science; Ontologies and semantics; Security and privacy; Cloud/edge/fog computing; Green computing; and Quantum computing.
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