Paper Info
Title
Storage cost of spam 2.0 in a web discussion forum
Abstract
This paper presents an empirical research that identifies cost of Spam 2.0. This experiment is a part of ongoing research for identifying the cost of Spam 2.0 and focuses only on storage cost. The data is collected via a honeypot setup using a discussion forum for a period of 13 months. Forum provides a good place for the spammers to continue their spamming activities. Spamming give both direct and indirect cost towards forum owner and forum users. In this paper, we present a method to measure direct cost focusing only on storage cost. The main observation of the experiment is done towards 450,772 posts, 141 personal messages and 62,798 profiles. It uses 2.69 GB storage space. We first define our cost formula. We then set up a web based discussion forum and collect the information posted on the forum. This data is pre-processed to discover information that can be used in our formula. In order to identify the storage used for spam, we define related attributes based on maximum storage and impact factor features named as spam unit, and measure the storage taken by all these spam units. We evaluate the cost of storage based on three sources which are our real self-hosted server, commercial web hosting package and cloud hosting package. The experiment resulted that the storage cost for our research forum are AUD 23.66 based on self-hosted server, AUD133.90 for commercial web hosting, and AUD11.53 for cloud hosting. The highest storage cost for 10,000 spam posts, profiles and personal messages is AUD2.963, AUD0.068 and AUD0.056.
Year
DOI
Venue
2011
10.1145/2030376.2030400
CEAS
Keywords
Field
DocType
web discussion forum,storage cost,discussion forum,indirect cost,direct cost,cost formula,spam unit,gb storage space,personal message,highest storage cost,commercial web,web 2 0,empirical research
Honeypot,Internet privacy,World Wide Web,Spam 2.0,Computer science,Spambot,Web 2.0,Web application,Empirical research,Spamming,Cloud computing
Conference
Citations 
PageRank 
References 
3
0.44
10
Authors
3
Name
Order
Citations
PageRank
Farida Ridzuan1194.99
Vidyasagar Potdar230335.24
Jaipal Singh330.44