Content based SMS spam filtering
Proceedings of the 2006 ACM symposium on Document engineering
Spam filtering for short messages
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Email Spam Filtering: A Systematic Review
Foundations and Trends in Information Retrieval
The contribution of stylistic information to content-based mobile spam filtering
ACLShort '09 Proceedings of the ACL-IJCNLP 2009 Conference Short Papers
Subword variation in text message classification
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
A behavior-based SMS antispam system
IBM Journal of Research and Development
Application of evolutionary algorithms in detecting SMS spam at access layer
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Using evolutionary learning classifiers to do MobileSpam (SMS) filtering
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Subword and spatiotemporal models for identifying actionable information in Haitian Kreyol
CoNLL '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning
Contributions to the study of SMS spam filtering: new collection and results
Proceedings of the 11th ACM symposium on Document engineering
Content-based mobile spam classification using stylistically motivated features
Pattern Recognition Letters
Short message communications: users, topics, and in-language processing
Proceedings of the 2nd ACM Symposium on Computing for Development
SMSAssassin: crowdsourcing driven mobile-based system for SMS spam filtering
Proceedings of the 12th Workshop on Mobile Computing Systems and Applications
Abusing notification services on smartphones for phishing and spamming
WOOT'12 Proceedings of the 6th USENIX conference on Offensive Technologies
Crime scene investigation: SMS spam data analysis
Proceedings of the 2012 ACM conference on Internet measurement conference
A Dispatch-Mediated Communication Model for Emergency Response Systems
ACM Transactions on Management Information Systems (TMIS)
The curse of 140 characters: evaluating the efficacy of SMS spam detection on android
Proceedings of the Third ACM workshop on Security and privacy in smartphones & mobile devices
SEC'13 Proceedings of the 22nd USENIX conference on Security
Hi-index | 0.03 |
Mobile spam in an increasing threat that may be addressed using filtering systems like those employed against email spam. We believe that email filtering techniques require some adaptation to reach good levels of performance on SMS spam, especially regarding message representation. In order to test this assumption, we have performed experiments on SMS filtering using top performing email spam filters on mobile spam messages using a suitable feature representation, with results supporting our hypothesis.