Empirical evaluation of smart contract testing: what is the best choice?
Meng Ren, Zijing Yin, Fuchen Ma, Zhenyang Xu, Yu Jiang, C. P. Sun, Huizhong Li, Yan Cai
Abstract
Security of smart contracts has attracted increasing attention in recent years. Many researchers have devoted themselves to devising testing tools for vulnerability detection. Each published tool has demonstrated its effectiveness through a series of evaluations on their own experimental scenarios. However, the inconsistency of evaluation settings such as different data sets or performance metrics, may result in biased conclusion.
Topics & Concepts
Computer scienceVulnerability (computing)Empirical researchComputer securityRisk analysis (engineering)Data sciencePhilosophyMedicineEpistemologyBlockchain Technology Applications and SecurityAdvanced Malware Detection TechniquesAdversarial Robustness in Machine Learning