Benchmarking Vision Transformers Against Traditional Architectures: a Systematic Analysis for Real-Time Deepfake Detection - Khalid, Omer; Saad, Fatima; Safdar, Aimen; Jamil, Akhtar; Hameed, Alaa Ali; Gómez Muñoz, Carlos Quiterio (2025 International Conference On Computing And Machine Intelligence, Icmi 2025, 2025)