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July 4, 2026International Journal of Information SecurityOpen Access

Solidity Defects and Bugs Analysis (SDABA): A novel framework for smart contract vulnerability detection and benchmarking

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Authors

ARAbdur Rehman RazaMHMuhammad HaseebSTShahzaib Tahir

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Overview

Randomized trial evaluates vulnerabilities in smart contracts, indicating a need for improved detection frameworks.

Key Points

  • The aim is to analyze and categorize smart contract vulnerabilities and improve detection methods.
  • Categorized vulnerabilities from real-world exploits into seven types.
  • Developed an Enhanced test suite to address underrepresented vulnerabilities, including flash loan manipulation.
  • Evaluated detection tools (Slither, Mythril, 4naly3er) on original and Enhanced suites.
  • SDABA identified 28 vulnerability variations, improving overall precision, recall, and F1-score.
  • Significant limitations in detection coverage were revealed in the evaluated tools.
  • The Enhanced suite showcased better vulnerability coverage compared to original tools.

Cite This Study

Raza et al. (2026) studied this question.

synapsesocial.com/papers/6a48a42489561a0c2d78daechttps://doi.org/10.1007/s10207-026-01287-1
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1An empirical analysis of vulnerability detection tools for solidity smart contracts2026
  2. 2An Empirical Analysis of Vulnerability Detection Tools for Solidity Smart Contracts Using Line Level Manually Annotated Vulnerabilities2025 · 1 citations
  3. 3Bridging the gap: a comparative study of academic and developer approaches to smart contract vulnerabilities2025
  4. 4“Vulnerabilities in Smart Contracts: A Detailed Survey of Detection and Mitigation Methodologies”2024 · 3 citations
  5. 5A Sound Semantics Approximation of Solidity for Enhanced Vulnerability Detection2026