SpamDam: Towards Privacy-Preserving and Adversary-Resistant SMS Spam Detection

no code implementations • 15 Apr 2024 • Yekai Li, Rufan Zhang, Wenxin Rong, Xianghang Mi

In this study, we introduce SpamDam, a SMS spam detection framework designed to overcome key challenges in detecting and understanding SMS spam, such as the lack of public SMS spam datasets, increasing privacy concerns of collecting SMS data, and the need for adversary-resistant detection models.

Adversarial Robustness Backdoor Attack +3