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An in-depth analysis of abuse on Twitter |
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An in-depth analysis of abuse on Twitter Par SecurityTube.NetLe [2016-02-29] à 14:43:36
Présentation : This paper was presented at VB2014 in Seattle, WA, USA. In this paper, we examine Twitter in depth, including a study of 500,000,000 tweets from a two-week period to analyse how it is abused. Most Twitter abuse takes the form of tweets with links to malicious and spam websites. These websites take many forms, including spam websites scam sites involved in compromising more Twitter accounts phishing websites and websites with malware or offering cracked versions of software. Many of the malicious tweets are sent from legitimate accounts that have been compromised, creating a range of problems for their owners. The scale of the threat is significant. Previous research notably ' spam', Grier 2010 indicates that using URL blacklists is ineffective in detecting threats. Our research shows otherwise - approximately five per cent of all tweets with links contained malicious and or spam content. We also applied graph algorithms to the Twitter data and were able to find various clusters of inter-related websites and accounts. We were able to identify specific spam tweet campaigns, as well as groups carrying out these campaigns. The data from this analysis leads us to conclude that blacklisting, in conjunction with other analytical tools, is an effective tool for identifying malicious tweets. For More Information Please Visit - https www.virusbulletin.com
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