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cs.LG2023★ 49 cited
Copyright Protection and Accountability of Generative AI:Attack, Watermarking and Attribution
Haonan Zhong, Jiamin Chang, Ziyue Yang +4
Generative AI (e.g., Generative Adversarial Networks - GANs) has become increasingly popular in recent years. However, Generative AI introduces significant concerns regarding the p…
cs.LG2021★ 49 cited
ModelDiff: Testing-Based DNN Similarity Comparison for Model Reuse Detection
Yuanchun Li, Ziqi Zhang, Bingyan Liu +2
The knowledge of a deep learning model may be transferred to a student model, leading to intellectual property infringement or vulnerability propagation. Detecting such knowledge r…