A time series classification approach to game bot detection

作者: Mario Luca Bernardi , Marta Cimitile , Fabio Martinelli , Francesco Mercaldo

DOI: 10.1145/3102254.3102263

关键词: Human–computer interactionSimultaneous gameGame DeveloperComputer scienceScreening gameMultimediaNon-cooperative gameSequential gameGame mechanicsVideo game designGame design

摘要: Online games consumers are strongly grown in the last years attracted by always higher quality of and more effective gaming infrastructures. The increasing on line market is also concurrent to diffusion game bots that allow automatize malicious tasks obtaining some rewards with respect other players (the user increases personal benefits popularity low effort). Given interest developers preserve equity player satisfaction, topic detection becoming very critical consists distinguish between human behaviour. This paper describes an approach online role bot based time series classification used discriminate behavioral features. In this application proposed a real reported.

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