Why Is SHAP Not a Reliable Standalone Explanation Framework for Malware Detection?

Seyedreza Mohseni, Edward Raff, Manas Gaur

Machine learning is widely used for malware detection, but its decisions must be explained. An analyst needs to know whether a model has learned genuine malicious behavior or only…