Toward spam 2.0: an evaluation of web 2.0 anti-spam methods
Spammers have proven very powerfully adaptable, if we thwart all current spam methods, they will find new loophole to use them. Blogs, comments, forums, opinions, online communities, wikis and tags are nowadays targets for their campaigns. This paper presents analysis of current anti-spam methods in...
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| Format: | Conference Paper |
| Published: |
IEEE
2009
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| Subjects: | |
| Online Access: | http://hdl.handle.net/20.500.11937/3305 |
| _version_ | 1848744195141926912 |
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| author | Hayati, Pedram Potdar, Vidyasagar |
| author2 | Duc-Truong Pham |
| author_facet | Duc-Truong Pham Hayati, Pedram Potdar, Vidyasagar |
| author_sort | Hayati, Pedram |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | Spammers have proven very powerfully adaptable, if we thwart all current spam methods, they will find new loophole to use them. Blogs, comments, forums, opinions, online communities, wikis and tags are nowadays targets for their campaigns. This paper presents analysis of current anti-spam methods in Web 2.0 for spam detection and prevention against our proposed evaluation framework. The framework is a comprehensive framework to evaluate anti-spam methods from different perspectives. Our framework shows that the need for more robust methods which are prevention based, unsupervised and do not increase user and system interaction complexity is highly demanded. |
| first_indexed | 2025-11-14T05:57:36Z |
| format | Conference Paper |
| id | curtin-20.500.11937-3305 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T05:57:36Z |
| publishDate | 2009 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-33052022-12-07T06:50:51Z Toward spam 2.0: an evaluation of web 2.0 anti-spam methods Hayati, Pedram Potdar, Vidyasagar Duc-Truong Pham Armando Colombo Security Anti-spam Web spam Spam Spammers have proven very powerfully adaptable, if we thwart all current spam methods, they will find new loophole to use them. Blogs, comments, forums, opinions, online communities, wikis and tags are nowadays targets for their campaigns. This paper presents analysis of current anti-spam methods in Web 2.0 for spam detection and prevention against our proposed evaluation framework. The framework is a comprehensive framework to evaluate anti-spam methods from different perspectives. Our framework shows that the need for more robust methods which are prevention based, unsupervised and do not increase user and system interaction complexity is highly demanded. 2009 Conference Paper http://hdl.handle.net/20.500.11937/3305 10.1109/INDIN.2009.5195918 IEEE fulltext |
| spellingShingle | Security Anti-spam Web spam Spam Hayati, Pedram Potdar, Vidyasagar Toward spam 2.0: an evaluation of web 2.0 anti-spam methods |
| title | Toward spam 2.0: an evaluation of web 2.0 anti-spam methods |
| title_full | Toward spam 2.0: an evaluation of web 2.0 anti-spam methods |
| title_fullStr | Toward spam 2.0: an evaluation of web 2.0 anti-spam methods |
| title_full_unstemmed | Toward spam 2.0: an evaluation of web 2.0 anti-spam methods |
| title_short | Toward spam 2.0: an evaluation of web 2.0 anti-spam methods |
| title_sort | toward spam 2.0: an evaluation of web 2.0 anti-spam methods |
| topic | Security Anti-spam Web spam Spam |
| url | http://hdl.handle.net/20.500.11937/3305 |