Property-Based Testing for Cybersecurity: Towards Automated Validation of Security Protocols

The validation of security protocols remains a complex and critical task in the cybersecurity landscape, often relying on labor-intensive testing or formal verification techniques with limited scalability. In this paper, we explore property-based testing (PBT) as a powerful yet underutilized methodology for the automated validation of security protocols. PBT enables the generation of large and diverse input spaces guided by declarative properties, making it well-suited to uncover subtle vulnerabilities in protocol logic, state transitions, and access control flows. We introduce the principles of PBT and demonstrate its applicability through selected use cases involving authentication mechanisms, cryptographic APIs, and session protocols. We further discuss integration strategies with existing security pipelines and highlight key challenges such as property specification, oracle design, and scalability. Finally, we outline future research directions aimed at bridging the gap between PBT and formal methods, with the goal of advancing the automation and reliability of secure system development.

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Publication Details

Journal
Computers
Published
2025-05-06
DOI
https://doi.org/10.3390/computers14050179
Citations
2
Primary Topic
Software Testing and Debugging Techniques
Type
article
Field-Weighted Citation Impact
4.62
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article

Property-Based Testing for Cybersecurity: Towards Automated Validation of Security Protocols

Manuel J. C. S. Reis
2 citations
Computers
Software Testing and Debugging Techniques
4.62
article

Property-Based Testing for Cybersecurity: Towards Automated Validation of Security Protocols

Manuel J. C. S. Reis
article en
2 citations

Abstract

The validation of security protocols remains a complex and critical task in the cybersecurity landscape, often relying on labor-intensive testing or formal verification techniques with limited scalability. In this paper, we explore property-based testing (PBT) as a powerful yet underutilized methodology for the automated validation of security protocols. PBT enables the generation of large and diverse input spaces guided by declarative properties, making it well-suited to uncover subtle vulnerabilities in protocol logic, state transitions, and access control flows. We introduce the principles of PBT and demonstrate its applicability through selected use cases involving authentication mechanisms, cryptographic APIs, and session protocols. We further discuss integration strategies with existing security pipelines and highlight key challenges such as property specification, oracle design, and scalability. Finally, we outline future research directions aimed at bridging the gap between PBT and formal methods, with the goal of advancing the automation and reliability of secure system development.

ComputersVol. 14(5)
University of Trás-os-Montes and Alto Douro (PT)
Openalex Percentile: Top 7%
Software Testing and Debugging Techniques
4.62
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