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pro vyhledávání: '"Hisamoto, Sorami"'
Publikováno v:
Transactions of the Association for Computational Linguistics, Vol 8, Pp 49-63 (2020)
Data privacy is an important issue for “machine learning as a service” providers. We focus on the problem of membership inference attacks: Given a data sample and black-box access to a model’s API, determine whether the sample existed in the mo
Externí odkaz:
https://doaj.org/article/633c0b7f64024cd1b1157bd60e683ca6
Community question-answering (CQA) platforms have become very popular forums for asking and answering questions daily. While these forums are rich repositories of community knowledge, they present challenges for finding relevant answers and similar q
Externí odkaz:
http://arxiv.org/abs/1904.07982
Publikováno v:
Tansactions of the Association for Computational Linguistics (TACL) Volume 8, 2020 p.49-63
Data privacy is an important issue for "machine learning as a service" providers. We focus on the problem of membership inference attacks: given a data sample and black-box access to a model's API, determine whether the sample existed in the model's
Externí odkaz:
http://arxiv.org/abs/1904.05506