IEEE Transactions on Software Engineering · 2017 · 37 citations · 49 references
ComputingComputer ScienceCybersecurityComputer SecurityPenetration TestingWeb SecurityExploitation TechniquesInjection VulnerabilitiesSoftware Security EngineeringWeb Application SecurityWeb Application TestingWeb Application VulnerabilitiesAutomated Web Security TestingInjection AttacksInjection Vulnerability DetectionRestful Web ServicesWeb Application ExploitationWeb Application Security TestingWeb ServicesXml Injection
Modern enterprise systems can be composed of many web services (e.g., SOAP and RESTful). Users of such systems might not have direct access to those services, and rather interact with them through a single-entry point which provides a GUI (e.g., a web page or a mobile app). Although the interactions with such entry point might be secure, a hacker could trick such systems to send malicious inputs to those internal web services. A typical example is XML injection targeting SOAP communications. Previous work has shown that it is possible to automatically generate such kind of attacks using search-based techniques. In this paper, we improve upon previous results by providing more efficient techniques to generate such attacks. In particular, we investigate four different algorithms and two different fitness functions. A large empirical study, involving also two industrial systems, shows that our technique is effective at automatically generating XML injection attacks.
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A Simple Sequentially Rejective Multiple Test Procedure
Sture Holm · Scandinavian Journal of Statistics · 1979 · 21.8K citations
THE USE OF MULTIPLE MEASUREMENTS IN TAXONOMIC PROBLEMS
Ronald Aylmer Fisher · Annals of Eugenics · 1936 · 14.7K citations · Full text
Random search for hyper-parameter optimization
James Bergstra, Yoshua Bengio · 2012 · 7.9K citations