Hybrid Spam Filtering for Mobile Communication

Date
Authors
Yoon, Ji Won
Kim, Hyoungshick
Huh, Jun Ho
Journal Title
Journal ISSN
Volume Title
Publisher
Abstract
Description
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.
Comment: 6 pages, 5 figures, 1 table
Keywords
Computer Science - Cryptography and Security, Computer Science - Networking and Internet Architecture, H.4, D.2.8
Citation
Collections