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Md Hamid Borkot Tulla

Chongqing University of Posts and Telecommunications

Nan’an District

Chongqing, 400065

China

  • Chongqing University of Posts and Telecommunications

SCHOLARLY PAPERS

2

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23

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Scholarly Papers (2)

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1.

Silent Corruption: Logic Collapse and Attribution Fidelity Failure in Compressed Intrusion Detection Systems

Number of pages: 25 Posted: 17 May 2026
Md Hamid Borkot Tulla, Lin Yuan, Jiawei Zhang, Xiao Pu and Gwanggil Jeon
Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications and Incheon National University
Downloads 14 (1,541,665)

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Intrusion Detection Systems, Model compression, Explainable AI, Attribution fidelity, Logic Collapse, LoRA-SHAP

2.

XAR-DNN: An Explainable and Adversarially Robust Deep Neural Network for IoT Intrusion Detection

Number of pages: 14 Posted: 20 Apr 2026
Md Hamid Borkot Tulla, MD Moniur Rahman Ratan, Saraf Anzum Shreya, Midul Mahmud, Abdullah Hil Safi Sohan and Shariful Islam Shakil
Chongqing University of Posts and Telecommunications, Chongqing University, Rajshahi University of Engineering & Technology, Rajshahi, Nantong University, Nantong University and Nantong University
Downloads 9 (1,555,090)

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Internet of Things (IoT), Adversarial Robustness, Intrusion Detection System (IDS), Explainable Artificial Intelligence (XAI), Feature Stability Analysis (FSA), Deep Neural Networks (DNN)