RPM-Net Reciprocal Point MLP Network for Unknown Network Security Threat Detection

ArXi:2604.06638v1 Announce Type: cross Effective detection of unknown network security threats in multi-class imbalanced environments is critical for maintaining cyberspace security. Current methods focus on learning class representations but face challenges with unknown threat detection, class imbalance, and lack of interpretability, limiting their practical use. To address this, we propose RPM-Net, a novel framework that