A high-quality Arabic dataset spanning six major dialects and seven distinct domains is compiled, providing a representative benchmark for real-world environments and suggesting that the model effectively identifies the stylistic and expressive markers inherent in synthetic conversational Arabic.
Budoor Bader Alshehri, Amal Sunba, Tarek Helmy· Journal of Undergraduate Res...· 0 citations
ArabiDeepfake provides detailed, reproducible protocols that advance robust Arabic deepfake detection and compares a pooled single model against a five-model ensemble against a five-model ensemble, reporting 95% CIs and McNemar tests.
Amal Sunba, Tarek Helmy· Neural computing & applicati...· 0 citations
Results show that ML-KEM and hybrid ML-KEM can be integrated into SSH without prohibitive application-level session setup overhead, and support migration toward standardized post-quantum mechanisms in SSH-based gateway and remote-access environments, provided that algorithm choice and system configuration are validated...
Shahid Allah Bakhsh, Inam ul Haq, Tarek Helmy et al.· Frontiers of Computer Scienc...· 0 citations
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