Effective Ambiguity Attack Against Passport-based DNN Intellectual Property Protection Schemes through Fully Connected Layer Substitution

21 March 2023

Papers citing "Effective Ambiguity Attack Against Passport-based DNN Intellectual Property Protection Schemes through Fully Connected Layer Substitution"

7 / 7 papers shown

Title
IDEA: An Inverse Domain Expert Adaptation Based Active DNN IP Protection Method Chaohui Xu Qi Cui Jinxin Dong Weiyang He Chip-Hong Chang AAML 20 2 0 29 Sep 2024
AuthNet: Neural Network with Integrated Authentication Logic Yuling Cai Fan Xiang Guozhu Meng Yinzhi Cao Kai Chen AAML 46 0 0 24 May 2024
Steganographic Passport: An Owner and User Verifiable Credential for Deep Model IP Protection Without Retraining Qi Cui Ruohan Meng Chaohui Xu Chip-Hong Chang 14 2 0 03 Apr 2024
DNNShield: Embedding Identifiers for Deep Neural Network Ownership Verification Jasper Stang T. Krauß Alexandra Dmitrienko 16 0 0 11 Mar 2024
Unraveling Attacks in Machine Learning-based IoT Ecosystems: A Survey and the Open Libraries Behind Them Chao-Jung Liu Boxi Chen Wei Shao Chris Zhang Kelvin Wong Yi Zhang 8 3 0 22 Jan 2024
FedSOV: Federated Model Secure Ownership Verification with Unforgeable Signature Wenyuan Yang Gongxi Zhu Yuguo Yin Hanlin Gu Lixin Fan Qiang Yang Xiaochun Cao FedML 11 6 0 10 May 2023
False Claims against Model Ownership Resolution Jian-wei Liu Rui Zhang S. Szyller Kui Ren Nirmal Asokan AAML MLAU 23 11 0 13 Apr 2023