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

arXiv:2609.04626 · cs.CR · Submitted 2026-09-04 · Read on arXiv

cs.CR

Submitted: 2026-09-04

Updated: 2026-09-04

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Accuracy — 1× in this paper · explained in 1 episode
• Consistency — 1× in this paper · explained in 3 episodes

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