MalGEN Multi-Agent Pipeline Flow Diagram
Three autonomous agents coordinate sequentially to generate evasive malware from a behavioral objective.
Sandbox-Aware Evasion Techniques Heatmap
Relative frequency of evasion techniques applied by MalGEN’s evasion implementer agent across 10 generated samples.
MalGEN vs. Baseline Evasion Rates
Comparison of static signature evasion and behavioral sandbox evasion rates across 10 samples, toggled by evaluation type.
Multi-Agent Coordination Step-by-Step
Progressively reveal each agent’s role and interaction in the MalGEN framework.