Jin-Fu Chen

Unsupervised Domain Adaptation for Malicious Network Traffic Detection in Heterogeneous Internet Environments

The increasing heterogeneity of network traffic and the rapid evolution of cyberattacks pose significant challenges for malicious traffic detection. Traditional intrusion detection approaches, which rely on handcrafted features and static assumptions about traffic distributions, often exhibit limited robustness when ap...