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Discovery, Retrieval, and Analysis of 'Star Wars' botnet in Twitter

机译:在Twitter上发现,检索和分析“星球大战”僵尸网络

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摘要

It is known that many Twitter users are bots, which are accounts controlledand sometimes created by computers. Twitter bots can send spam tweets,manipulate public opinion and be used for online fraud. Here we report thediscovery, retrieval, and analysis of the `Star Wars' botnet in Twitter, whichconsists of more than 350,000 bots tweeting random quotations exclusively fromStar Wars novels. The botnet contains a single type of bot, showing exactly the same propertiesthroughout the botnet. It is unusually large, many times larger than otheravailable datasets. It provides a valuable source of ground truth for researchon Twitter bots. We analysed and revealed rich details on how the botnet wasdesigned and created. As of this writing, the Star Wars bots are still alive inTwitter. They have survived since their creation in 2013, despite theincreasing efforts in recent years to detect and remove Twitter bots.We alsoreflect on the `unconventional' way in which we discovered the Star Wars bots,and discuss the current problems and future challenges of Twitter botdetection.
机译:众所周知,许多Twitter用户都是机器人,它们是受帐户控制,有时由计算机创建的帐户。 Twitter机器人可以发送垃圾邮件,操纵公众舆论并被用于在线欺诈。在这里,我们报告了Twitter中“星球大战”僵尸网络的发现,检索和分析,该僵尸网络由超过35万名专门发布《星球大战》小说随机引文的机器人组成。僵尸网络包含单一类型的僵尸网络,在整个僵尸网络中显示的属性完全相同。它异常大,比其他可用数据集大很多倍。它为Twitter机器人研究提供了宝贵的基础事实来源。我们分析并揭示了有关僵尸网络如何设计和创建的丰富细节。在撰写本文时,《星球大战》机器人仍在Twitter中存活。尽管近年来人们加大了检测和删除Twitter机器人的力度,但自2013年创建以来,它们一直幸存下来。我们还反思了发现“星球大战”机器人的“非常规”方式,并讨论了Twitter机器人检测的当前问题和未来挑战。

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