Search results for "HTTP request analysis"

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Online Web Bot Detection Using a Sequential Classification Approach

2019

A significant problem nowadays is detection of Web traffic generated by automatic software agents (Web bots). Some studies have dealt with this task by proposing various approaches to Web traffic classification in order to distinguish the traffic stemming from human users' visits from that generated by bots. Most of previous works addressed the problem of offline bot recognition, based on available information on user sessions completed on a Web server. Very few approaches, however, have been proposed to recognize bots online, before the session completes. This paper proposes a novel approach to binary classification of a multivariate data stream incoming on a Web server, in order to recogn…

Web serverHTTP request analysis; Internet security; Machine learning; Neural networks; Sequential classification; Web bot detectionSettore INF/01 - InformaticaWeb bot detectionComputer sciencebusiness.industrySequential classification020206 networking & telecommunications02 engineering and technologyMachine learningcomputer.software_genreInternet securitySession (web analytics)Task (computing)Web trafficMachine learning0202 electrical engineering electronic engineering information engineeringHTTP request analysis020201 artificial intelligence & image processingArtificial intelligencebusinesscomputerNeural networksInternet security2018 IEEE 20th International Conference on High Performance Computing and Communications; IEEE 16th International Conference on Smart City; IEEE 4th International Conference on Data Science and Systems (HPCC/SmartCity/DSS)
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