Intellectual Property Protection for Deep Learning Models: Taxonomy,
Methods, Attacks, and Evaluations

Intellectual Property Protection for Deep Learning Models: Taxonomy, Methods, Attacks, and Evaluations

27 November 2020

Papers citing "Intellectual Property Protection for Deep Learning Models: Taxonomy, Methods, Attacks, and Evaluations"

11 / 11 papers shown

Title
Watermarking Neuromorphic Brains: Intellectual Property Protection in Spiking Neural Networks Hamed Poursiami Ihsen Alouani Maryam Parsa 42 1 0 07 May 2024
Adversarial Sparse Teacher: Defense Against Distillation-Based Model Stealing Attacks Using Adversarial Examples Eda Yilmaz H. Keles AAML 21 2 0 08 Mar 2024
Turn Passive to Active: A Survey on Active Intellectual Property Protection of Deep Learning Models Mingfu Xue Leo Yu Zhang Yushu Zhang Weiqiang Liu AAML AI4CE 20 2 0 15 Oct 2023
Model Provenance via Model DNA Xin Mu Yu Wang Yehong Zhang Jiaqi Zhang Haibo Wang Yang Xiang Yue Yu SyDa 30 0 0 04 Aug 2023
Robust and IP-Protecting Vertical Federated Learning against Unexpected Quitting of Parties Jingwei Sun Zhixu Du Anna Dai Saleh Baghersalimi Alireza Amirshahi David Atienza Yiran Chen FedML 21 8 0 28 Mar 2023
A Survey on Digital Twins: Architecture, Enabling Technologies, Security and Privacy, and Future Prospects Yuntao Wang Zhou Su Shaolong Guo Minghui Dai Tom H. Luan Yiliang Liu 29 108 0 31 Jan 2023
FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model Shuo Shao Wenyuan Yang Hanlin Gu Zhan Qin Lixin Fan Qiang Yang Kui Ren FedML 29 29 0 14 Nov 2022
InFIP: An Explainable DNN Intellectual Property Protection Method based on Intrinsic Features Mingfu Xue Xin Wang Ying-Chang Wu S. Ni Yushu Zhang Weiqiang Liu 24 2 0 14 Oct 2022
Solving the Capsulation Attack against Backdoor-based Deep Neural Network Watermarks by Reversing Triggers Fangqi Li Shilin Wang Yun Zhu AAML 18 1 0 30 Aug 2022
Protect the Intellectual Property of Dataset against Unauthorized Use Mingfu Xue Yinghao Wu Yushu Zhang Jian Wang Weiqiang Liu 38 4 0 16 Sep 2021
ActiveGuard: An Active DNN IP Protection Technique via Adversarial Examples Mingfu Xue Shichang Sun Can He Yushu Zhang Jian Wang Weiqiang Liu AAML 27 7 0 02 Mar 2021