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Item Safe machine learning model release from Trusted Research Environments : The SACRO-ML package(ArXiv, 2022-12-02) Smith, Jim C; Preen, Richard J.; McCarthy, Andrew; Albashir, Maha; Crespi-Boixader, Alba; Mumtaz, Shahzad; Liley, James; Rogers, Simon; Jones, Yola; University of Aberdeen.Computing ScienceItem Urdu Handwritten Characters Data Visualization and Recognition Using Distributed Stochastic Neighborhood Embedding and Deep Network(2021-11-01) Husnain, Mujtaba; Saad Missen, Malik Muhammad; Mumtaz, Shahzad; Khan, Dost Muhammad; Coustaty, Mickäel; Luqman, Muhammad Muzzamil; Ogier, Jean-Marc; Khattak, Hizbullah; Ali, Sikandar; Samad, Ali; Sarfraz, ShahzadItem Unmasking Deception : Empowering Deepfake Detection with Vision Transformer Network(2023-09-01) Arshed, Muhammad asad; Alwadain, Ayed; Faizan ali, Rao; Mumtaz, Shahzad; Ibrahim, Muhammad; Muneer, Amgad; University of Aberdeen.Computing ScienceItem Multi-Class Skin Cancer Classification Using Vision Transformer Networks and Convolutional Neural Network-Based Pre-Trained Models(2023-07) Arshed, Muhammad asad; Mumtaz, Shahzad; Ibrahim, Muhammad; Ahmed, Saeed; Tahir, Muhammad; Shafi, MuhammadItem Mobile Application Usability Evaluation : A Study Based on Demography(2022-04-12) Ali, Wahaj; Riaz, Omer; Mumtaz, Shahzad; Khan, Amjad rehman; Saba, Tanzila; Bahaj, Saeed ali; University of Aberdeen.Computing Science