Kutub Thakur; Md Abu Sayed; Sanjida Akter Tisha; Md Khorshed Alam; Md Tarek Hasan; Jannatul Ferdous Shorna; Sadia Afrin; Md Zahin Hossain George; Eftekhar Hossain Ayon. Multimodal Deepfake Detection Using Transformer-Based Large Language Models: A Path Toward Secure Media and Clinical Integrity. tajet 2025, 7, 169-177.