Title :
Analysis of Security Messages Posted on Twitter
Author :
Santos, Luiz Arthur F ; Campiolo, Rodrigo ; Gerosa, Marco Aurélio ; Batista, Daniel Macêdo
Author_Institution :
Univ. Tecnol. Fed. do Parana, Campo Mourão, Brazil
Abstract :
The fast spread of computer security alerts, like vulnerabilities notifications, applications updates and threats of attacks, is essential to efficient reactive measures against security incidents. This paper presents an empirical study that evaluates the efficiency of using twitter posts, related to computer security, as notifications of security alerts. The justification to this study is the fact that posts from microblogs have a very fast spread over the Internet. By using similarity analysis and clustering between twitter posts and alerts from specialized sites, it was verified that microblogs spread computer security alerts in a reliable way, reach a high level of dissemination and inform about security threats before some specialized sites.
Keywords :
Internet; information dissemination; pattern clustering; security of data; social networking (online); text analysis; Internet; Twitter post; application update; attack threat; clustering; computer security alert; dissemination; microblog; security incident reactive measure; security message analysis; similarity analysis; vulnerability notification; Computer hacking; Feeds; Malware; Software; Twitter; information retrieval; microblogs; security; social network analysis;
Conference_Titel :
Collaborative Systems (SBSC), 2012 Brazilian Symposium on
Conference_Location :
Sao Paulo
Print_ISBN :
978-1-4673-4696-2
DOI :
10.1109/SBSC.2012.10