2 papers
cs.CR2026
Robust Ensemble of Selectively Strengthened and Augmented Predictors
Parsa Memarzadehsaghezi, Zahra Hashemi, Pooria Madani +1
Evasion attacks present a significant challenge to the robustness of machine learning (ML)-based classifiers, particularly in critical applications such as fraud detection and cybe…
cs.CR2026
SecRL-Prune: Structured Reinforcement Learning-Based Pruning of CodeLLMs for Preserving Adversarial Code Mutation
Parsa Memarzadehsaghezi, Pooria Madani, Khalil El-Khatib
Large code language models (CodeLLMs) can generate and rewrite programs, enabling functionality-preserving code mutation that may be used to create diverse malware variants and eva…