Taming Data Challenges in ML-based Security Tasks Using Generative AI 事件

Taming Data Challenges in ML-based Security Tasks Using Generative AI arXiv:2507.06092v4 Announce Type: replace-cross Abstract: Machine learning-based supervised classifiers are widely used for security tasks, and their improvement has been largely focused on algorithmic advancements. We argue that data challenges that negatively impact the performance of these classifiers have received limited attention. We address the following research question: Can developments in Generative AI (GenAI) addr