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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

N. Farid

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Review Open access Sep 2026

AI Face-Swap Detection

With the growth of face-swapping technologies enabled by deep learning and based on generative adversarial networks, concerns about the validity of digital media and its misuse to perpetrate misinformation, identity theft, and digital whittling have escalated. This paper provides a comprehensive review and taxonomy of...

Bao-Cai Li, Fazli Azzali, N. Farid · 0 citations
Review Open access Jul 2026

CausalShift: A Modular, Plugin-Based Framework for Dataset Shift Handling in Machine Learning

CausalShift is proposed, a modular, plugin-based framework for end-to-end dataset shift handling that reduces the in-distribution to out-of-distribution accuracy gap, while remaining competitive on real-world image shift and achieving performance parity with ERM on mild-shift tasks.

Shuang Song, Muhammad Syafiq Mohd Pozi, Nik F. Farid · 0 citations

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