- Andreas Wiegenstein, Frederik Weidemann, Dr. Markus Schumacher, Sebastian Schinzel. Web Application Vulnerability Scanners – a Benchmark. Published in October 2006.
- Larry Suto. Analyzing the Effectiveness and Coverage of Web Application Security Scanners. Published in October 2007. And responses to it by Ory Segal (IBM) and by Jeff Forristal (HP).
- Anantasec. Web Application Scanners Comparison. Published in January 2007.
- Larry Suto. Analyzing the Accuracy and Time Costs of Web Application Security Scanners. And responses to it by Acunetix, NT Objectives, Jeremiah Grossman and HP. Published in February 2010.
- Jason Bau, Elie Bursztein, Divij Gupta, John Mitchell. State of the Art: Automated Black-Box Web Application Vulnerability Testing. Published in May 2010.
- Adam Doupe, Marco Cova, and Giovanni Vigna. Why Johnny Can’t Pentest: An Analysis of Black-box Web Vulnerability Scanners. Published in July 2010.
- Shay Chen. Web Application Scanners Accuracy Assessment. Published in December 2010.
Out of list, but still related work.
- OWASP SQLiBench Project: a comparison of features for SQLI scanners. There was no effort to measure efficiency (precision, coverage) of features.
- Web Application Security Scanner Evaluation Criteria.
- OWASP Web Application Scanner Specification Project.
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