Preprint
Sep 2026
Johnny Still Receives Spam SMS: Assessing the Robustness of SMS Spam Detection
A multi-model ensemble that combines adversarial training with spam classifiers diverse in architecture and tokenization substantially improves robustness against both perceptible and imperceptible adversarial attacks while maintaining competitive classification accuracy.
M. Salman, Muhammad Islam, Muhammad Ikram et al.
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