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cs.CR2026
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…
cs.SE2026
Analyzing Chain of Thought (CoT) Approaches in Control Flow Code Deobfuscation Tasks
Seyedreza Mohseni, Sarvesh Baskar, Edward Raff +1
Code deobfuscation is the task of recovering a readable version of a program while preserving its original behavior. In practice, this often requires days or even months of manual…