Steganographic passport: an owner and user verifiable credential for deep model IP protection without retraining

• المؤلفون الرئيسيون: Cui, Qi, Meng, Ruohan, Xu, Chaohui, Chang, Chip Hong
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2025
• الموضوعات: Computer and Information Science; Deep Learning; Artificial Intelligence; AI as a service; AI security
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/182742
• المؤسسة: Nanyang Technological University

Ensuring the legal usage of deep models is crucial to promoting trustable accountable and responsible artificial intelligence innovation. Current passport-based methods that obfuscate model functionality for license-to-use and ownership verifications suffer from capacity and quality constraints as t...