A NOVEL SPAM CAMPAIGN IN ONLINE SOCIAL NETWORKS

The increasing popularity of the Online Social Networks (OSNs)\nomenclature{$OSNs$}{Online Social Networks} has made the OSNs major targets of spammers. They aim to illegally gather private information from users and spread spam to them. In this paper, we propose a new spam campaign that includes fo...

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Main Author: Zhen, Yufeng
Format: Others
Published: VCU Scholars Compass 2013
Subjects:
Online Access:http://scholarscompass.vcu.edu/etd/3290
http://scholarscompass.vcu.edu/cgi/viewcontent.cgi?article=4289&context=etd
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spelling ndltd-vcu.edu-oai-scholarscompass.vcu.edu-etd-42892017-03-17T08:27:27Z A NOVEL SPAM CAMPAIGN IN ONLINE SOCIAL NETWORKS Zhen, Yufeng The increasing popularity of the Online Social Networks (OSNs)\nomenclature{$OSNs$}{Online Social Networks} has made the OSNs major targets of spammers. They aim to illegally gather private information from users and spread spam to them. In this paper, we propose a new spam campaign that includes following key steps: creating fake accounts, picking legitimate accounts, forming friendships, earning trust, and spreading spam. The unique part in our spam campaign is the process of earning trust. By using social bots, we significantly lower the cost of earning trust and make it feasible in the real world. By spreading spam at a relatively low speed, we make the life span of our fake accounts much longer than in traditional spam campaigns. This means the trust we have earned can be used multiple times instead of only one time in traditional spam campaigns. We evaluate our spam campaign by comparing it with the traditional campaign, and the comparison shows that our spam campaign is less detectable and more efficient than the traditional campaign. 2013-11-26T08:00:00Z text application/pdf http://scholarscompass.vcu.edu/etd/3290 http://scholarscompass.vcu.edu/cgi/viewcontent.cgi?article=4289&context=etd © The Author Theses and Dissertations VCU Scholars Compass Online Social Networks Spam Spam Campaign Computer Sciences Physical Sciences and Mathematics
collection NDLTD
format Others
sources NDLTD
topic Online Social Networks
Spam
Spam Campaign
Computer Sciences
Physical Sciences and Mathematics
spellingShingle Online Social Networks
Spam
Spam Campaign
Computer Sciences
Physical Sciences and Mathematics
Zhen, Yufeng
A NOVEL SPAM CAMPAIGN IN ONLINE SOCIAL NETWORKS
description The increasing popularity of the Online Social Networks (OSNs)\nomenclature{$OSNs$}{Online Social Networks} has made the OSNs major targets of spammers. They aim to illegally gather private information from users and spread spam to them. In this paper, we propose a new spam campaign that includes following key steps: creating fake accounts, picking legitimate accounts, forming friendships, earning trust, and spreading spam. The unique part in our spam campaign is the process of earning trust. By using social bots, we significantly lower the cost of earning trust and make it feasible in the real world. By spreading spam at a relatively low speed, we make the life span of our fake accounts much longer than in traditional spam campaigns. This means the trust we have earned can be used multiple times instead of only one time in traditional spam campaigns. We evaluate our spam campaign by comparing it with the traditional campaign, and the comparison shows that our spam campaign is less detectable and more efficient than the traditional campaign.
author Zhen, Yufeng
author_facet Zhen, Yufeng
author_sort Zhen, Yufeng
title A NOVEL SPAM CAMPAIGN IN ONLINE SOCIAL NETWORKS
title_short A NOVEL SPAM CAMPAIGN IN ONLINE SOCIAL NETWORKS
title_full A NOVEL SPAM CAMPAIGN IN ONLINE SOCIAL NETWORKS
title_fullStr A NOVEL SPAM CAMPAIGN IN ONLINE SOCIAL NETWORKS
title_full_unstemmed A NOVEL SPAM CAMPAIGN IN ONLINE SOCIAL NETWORKS
title_sort novel spam campaign in online social networks
publisher VCU Scholars Compass
publishDate 2013
url http://scholarscompass.vcu.edu/etd/3290
http://scholarscompass.vcu.edu/cgi/viewcontent.cgi?article=4289&context=etd
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