Eliminating human specification in static analysis

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Abstract

We present a totally automatic static analysis approach for detecting code injection vulnerabilities in web applications on top of JSP/servlet framework. Our approach incorporates origin and destination information of data passing in information flows, and developer's beliefs on vulnerable information flows extracted via statistical analysis and pattern recognition technique, to infer specifications for flaws without any human participation. According to experiment, our algorithm is proved to be able to cover the most comprehensive range of attack vectors and lessen the manual labor greatly. © 2010 Springer-Verlag.

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Kong, Y., Zhang, Y., & Liu, Q. (2010). Eliminating human specification in static analysis. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 6307 LNCS, pp. 494–495). Springer Verlag. https://doi.org/10.1007/978-3-642-15512-3_30

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