Building and Evaluating an Arabic Social-Media Dataset for Deepfake Text Detection
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.