Author

A. M. Al-madani

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Open access Jul 2026

DAMSE: a dialect-aware multi-strategy ensemble framework for Arabic vishing detection with zero-shot learning

DAMSE is validated on two linguistically distinct datasets and establishes the first zero-shot baselines for vishing detection, introducing dialect-adaptive ensemble weighting that provides a consistent gain over uniform fusion, and releasing the first comprehensive multi-dialect Arabic vishing dataset with structured...

Mohammed Tawfik, A. M. Al-madani, Eman Abdulrahman Alkhamali et al. · PeerJ Computer Science · 0 citations

Open access Aug 2026

FedMamba-IoMT: Federated state space models with differential privacy and byzantine resilience for privacy-preserving intrusion detection in Internet of Medical Things

FedMamba-IoMT is introduced, the first federated State Space Model framework for privacy-preserving intrusion detection in IoMT networks, incorporating differential privacy (DP-SGD), Byzantine-resilient aggregation, and multi-level explainability.

Y. Al-Sharo, Mohammed Tawfik, A. M. Al-madani et al. · PLoS ONE · 1 citation