Adapter-Based Few-Shot Continual Learning for Malicious Packet Recognition

Kyle Stein, Guillermo Francia, III Eman El-Sheikh +1

The continual evolution of malware variants necessitates detection systems that can adapt to new threats without retraining from scratch. However, continually updating models on ne…