Abstract: Malware detection faces growing challenges due to sophisticated obfuscation techniques that undermine the robustness of single-modal approaches relying solely on static code analysis or ...

Abstract: In this work, we present a novel approach for generating adversarial attacks on malware classification systems that rely on image-based representations of binary executables. Our method ...