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Author

Sumit Sharma

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Aug 2026

A multi-branch hierarchical framework for counterfeit image manipulation localization using noise and frequency features

Experimental evaluations on benchmark forensic datasets demonstrate that the proposed framework achieves competitive detection performance and robustness across most datasets, attaining an AUC of up to 0.998 on NIST16, while highlighting specific failure modes on challenging cases such as COVERAGE.

Mahran M. Al-Zyoud, M. A. Jabbar, M. S. Heera et al. · 0 citations
Review Open access Aug 2026

Machine learning-enhanced fluorescence signal processing of carbon quantum dots for high-accuracy chemical sensing

A comprehensive analysis of ML-driven methodologies for denoising, spectral decomposition, feature extraction, and high-accuracy classification in CQD fluorescence systems shows how ML enables ultra-low-level analyte detection, interpretable photophysical modeling, and real-time intelligent sensing across chemical and biological environments.

B. T. Sayed, Maharshi B. Shukla, Sumit Sharma et al. · 0 citations
Jul 2026

SA-LDP-DW: a dual-protection framework for trustworthy privacy-preserving data publishing

The results demonstrate that SA-LDP-DW supports responsible data sharing, data governance, and privacy-aware data analytics, enabling privacy protection, ownership verification, and reliable analytical utility for real-world data-driven applications.

Omar Almomani, K. L. Raghavender Reddy, Vikram V. Patel et al. · 0 citations

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