Yitong Cai

TRACE: A Robust Framework for Malicious Traffic Detection with Noisy Labels

Deep learning-based malicious traffic detection requires large-scale, accurately labeled datasets. However, realistic malicious traffic datasets contain noisy labels due to annotation errors, which can degrade the performance of detection models. Existing methods for handling noisy labels involve ro…