SemiScope: Disentangling Classifier Tuning and Joint Optimization in Semi-Supervised Security Classification

Rui Shu, Tianpei Xia, Jingzhu He

Background. Labeled data for security classification is scarce. Semi-supervised learning (SSL) propagates labels from a small labeled pool to larger unlabeled pools. Yet security a…