Adapter-Based Few-Shot Continual Learning for Malicious Packet Recognition
By Kyle Stein · Paper · cs.CR
The continual evolution of malware variants necessitates detection systems that can adapt to new threats without retraining from scratch. However, continually updating models on new data often leads to catastrophic forgetting, where previously learned knowledge is overwritten. Wh