Hybrid Spam Filtering for Mobile Communication

Details Hybrid Spam Filtering for Mobile Communication Hybrid Spam Filtering for Mobile Communication

2009-08-17

arxiv.org/abs/0908.2462v1

Computer Science

Cryptography and Security

6 pages, 5 figures, 1 table

Scientific paper

Spam messages are an increasing threat to mobile communication. Several mitigation techniques have been proposed, including white and black listing, challenge-response and content-based filtering. However, none are perfect and it makes sense to use a combination rather than just one. We propose an anti-spam framework based on the hybrid of content-based filtering and challenge-response. There is the trade-offs between accuracy of anti-spam classifiers and the communication overhead. Experimental results show how, depending on the proportion of spam messages, different filtering %%@ parameters should be set.

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