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Author

A. Abdallaoui

2 papers indexed here

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#federated learning Review Open access Oct 2026

Systemic privacy risks of personal data exposure through conversational large language model agents

A conflict-of-evidence analysis reveals that privacy protections are particularly effective in structured environments with low risks, or with consumers actively responsible for maintaining them, but fail to adequately protect privacy in high-stakes domains without human control, technical safeguards, and legal liabili...

Abdellah Ben Yahia, Iman Kadir, El Fadil El Harrak et al. · 0 citations
Open access Aug 2026

Machine Learning-Based Groundwater Level Forecasting in a Semi-Arid Agricultural Area: Insights from SHAP, PELT, and Mann–Kendall Analyses in the Saïss Basin, Morocco

This study proposes an innovative framework that combines hydroclimatic and agro-environmental predictors, including nitrate concentration and NDVI, with climatic factors such as Rainfall, temperature, and evapotranspiration to forecast piezometric level variations in the Saïss Basin, Morocco. Eight Machine Learning (M...

Hind Ragragui, A. El-Hmaidi, Lamya Ouali et al. · 0 citations

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