Description: Vulnerability detection tools are frequently
considered the silver-bullet for detecting vulnerabilities in web
services. However, research shows that the effectiveness of
most of those tools is very low and that using the wrong tool
may lead to the deployment of services with undetected
vulnerabilities. In this paper we propose a benchmarking
approach to assess and compare the effectiveness of
vulnerability detection tools in web services environments. This
approach was used to define a concrete benchmark for SQL
Injection vulnerability detection tools. This benchmark is
demonstrated by a real example of benchmarking several
widely used tools, including four penetration-testers, three
static code analyzers, and one anomaly detector. Results show
that the benchmark accurately portrays the effectiveness of
vulnerability detection tools and suggest that the proposed
approach can be applied in the field.
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