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Home/Authors/Saifur Rahman Tushar

Saifur Rahman Tushar

1 indexed paper

Recent (6 mo)
1
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Publications per year

1
26

Top categories

ML×1AI×1Crypto×1

Frequent co-authors

MD Shafikul Islam1×
Mahathir Mohammad Bappy1×
Md Arifuzzaman1×

Research Timeline

2026
Feature-Aware Anisotropic Local Differential Privacy for Utility-Preserving Graph Representation Learning in Metal Additive Manufacturing

The paper proposes FI-LDP-HGAT, a novel framework that combines a hierarchical graph attention network with feature-importance-aware anisotropic differential privacy to enable high-utility, privacy-preserving graph representation learning for metal additive manufacturing defect detection.

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Papers

cs.LGcs.AIcs.CRRecentApr 6, 2026

Feature-Aware Anisotropic Local Differential Privacy for Utility-Preserving Graph Representation Learning in Metal Additive Manufacturing

MD Shafikul Islam, Mahathir Mohammad Bappy, Saifur Rahman Tushar, Md Arifuzzaman

The paper proposes FI-LDP-HGAT, a novel framework that combines a hierarchical graph attention network with feature-importance-aware anisotropic differential privacy to enable high-utility, privacy-pr…

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