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Material Type: Artigo
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Tracing Privacy Leakage of Language Models to Training Data via Adjusted Influence FunctionsLiu, Jinxin ; Yang, ZaoarXiv.org, 2024-08Ithaca: Cornell University Library, arXiv.orgTexto completo disponível |
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Material Type: Artigo
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Delving into Differentially Private TransformerDing, Youlong ; Wu, Xueyang ; Meng, Yining ; Luo, Yonggang ; Wang, Hao ; Pan, WeikearXiv.org, 2024-08Ithaca: Cornell University Library, arXiv.orgTexto completo disponível |
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Material Type: Artigo
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Tackling the Local Bias in Federated Graph LearningZhang, Binchi ; Luo, Minnan ; Feng, Shangbin ; Liu, Ziqi ; Zhou, Jun ; Zheng, QinghuaarXiv.org, 2024-08Ithaca: Cornell University Library, arXiv.orgTexto completo disponível |
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Material Type: Artigo
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Improving Robustness to Model Inversion Attacks via Sparse Coding ArchitecturesDibbo, Sayanton V ; Breuer, Adam ; Moore, Juston ; Teti, MichaelarXiv.org, 2024-08Ithaca: Cornell University Library, arXiv.orgTexto completo disponível |
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Material Type: Artigo
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DOPPLER: Differentially Private Optimizers with Low-pass Filter for Privacy Noise ReductionZhang, Xinwei ; Bu, Zhiqi ; Hong, Mingyi ; Razaviyayn, MeisamarXiv.org, 2024-08Ithaca: Cornell University Library, arXiv.orgTexto completo disponível |
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Material Type: Artigo
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Locally Differentially Private Distributed Online Learning with Guaranteed OptimalityChen, Ziqin ; Wang, YongqiangarXiv.org, 2024-08Ithaca: Cornell University Library, arXiv.orgTexto completo disponível |
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Material Type: Artigo
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Federated Neural Graph DatabasesHu, Qi ; Jiang, Weifeng ; Li, Haoran ; Wang, Zihao ; Bai, Jiaxin ; Mao, Qianren ; Song, Yangqiu ; Fan, Lixin ; Li, JianxinarXiv.org, 2024-08Ithaca: Cornell University Library, arXiv.orgTexto completo disponível |
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Material Type: Artigo
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Data Exposure from LLM Apps: An In-depth Investigation of OpenAI's GPTsJaff, Evin ; Wu, Yuhao ; Zhang, Ning ; Iqbal, UmararXiv.org, 2024-08Ithaca: Cornell University Library, arXiv.orgTexto completo disponível |
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Material Type: Artigo
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Improving the Utility of Differentially Private Clustering through Dynamical ProcessingByun, Junyoung ; Choi, Yujin ; Lee, JaewookarXiv.org, 2024-08Ithaca: Cornell University Library, arXiv.orgTexto completo disponível |
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Material Type: Artigo
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It's Our Loss: No Privacy Amplification for Hidden State DP-SGD With Non-Convex LossAnnamalai, Meenatchi Sundaram Muthu SelvaarXiv.org, 2024-08Ithaca: Cornell University Library, arXiv.orgTexto completo disponível |