Retrofit: Continual Learning with Controlled Forgetting for Binary Security Detection and Analysis

Yiling He, Junchi Lei, Hongyu She +5

Binary security has increasingly relied on deep learning to reason about malware behavior and program semantics. However, the performance often degrades as threat landscapes evolve…