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cs.CR2026★ 1 cited
Privacy-Preserving Explainable AIoT Application via SHAP Entropy Regularization
Dilli Prasad Sharma, Xiaowei Sun, Liang Xue +2
The widespread integration of Artificial Intelligence of Things (AIoT) in smart home environments has amplified the demand for transparent and interpretable machine learning models…
cs.CR2025★ 6 cited
Enhancing Adversarial Robustness of IoT Intrusion Detection via SHAP-Based Attribution Fingerprinting
Dilli Prasad Sharma, Liang Xue, Xiaowei Sun +2
The rapid proliferation of Internet of Things (IoT) devices has transformed numerous industries by enabling seamless connectivity and data-driven automation. However, this expansio…