Amel H. Abbas

Adaptive malware detection under concept drift: an evolutionary deep learning framework with GA-based retraining

The proposed adaptive framework mitigated this performance degradation by incorporating GA-generated feature patterns during retraining, improving the accuracy to 97.7% on the same dataset, indicating the effect of concept drift.