Lightweight Malicious URL Detection via Multi-Granularity Knowledge Distillation
Malicious URL detection serves as a critical component in safeguarding cyberspace security. Although deep learning models have achieved remarkable performance in identifying complex malicious patterns, their large parameter size and high computational overhead have become bottlenecks restricting their real-time deploym...