Top 10 stealing machine learning models via prediction apis highly rated – Supportmymoto

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You are looking : stealing machine learning models via prediction apis

1.[PDF] Stealing Machine Learning Models via Prediction APIs – USENIX

  • Author: www.usenix.org
  • Publish: 14 days ago
  • Rating: 5(932 Rating)
  • Highest rating: 3
  • Lowest rating: 2
  • Descriptions: Aug 12, 2016 · Given these practices, we show simple, efficient attacks that extract target ML models with near-perfect fidelity for popular model classes in-.

View more : https://www.usenix.org/system/files/conference/usenixsecurity16/sec16_paper_tramer.pdf

2.Stealing Machine Learning Models via Prediction APIs – arXiv

  • Author: arxiv.org
  • Publish: 6 days ago
  • Rating: 1(1645 Rating)
  • Highest rating: 4
  • Lowest rating: 1
  • Descriptions: Sep 9, 2016 · Abstract: Machine learning (ML) models may be deemed confidential due to their sensitive training data, commercial value, or use in security …

View more : https://arxiv.org/abs/1609.02943%3Fcontext%3Dcs

3.Stealing machine learning models via prediction APIs

  • Author: dl.acm.org
  • Publish: 15 days ago
  • Rating: 5(1189 Rating)
  • Highest rating: 5
  • Lowest rating: 2
  • Descriptions: Machine learning (ML) models may be deemed confidential due to their sensitive training data, commercial value, or use in security applications.

View more : https://dl.acm.org/doi/10.5555/3241094.3241142

4.Stealing Machine Learning Models via Prediction APIs – VITALab

  • Author: vitalab.github.io
  • Publish: 3 days ago
  • Rating: 4(566 Rating)
  • Highest rating: 5
  • Lowest rating: 2
  • Descriptions: Nov 21, 2019 · Machine learning (ML) models may be deemed confidential due to their sensitive training data, commercial value, or use in security …

View more : https://vitalab.github.io/article/2019/11/21/stealml.html

5.[PDF] Stealing Machine Learning Models via Prediction APIs

  • Author: silver.web.unc.edu
  • Publish: 2 days ago
  • Rating: 4(355 Rating)
  • Highest rating: 4
  • Lowest rating: 1
  • Descriptions: Machine learning models may be deemed confidential due to. ▫ Sensitive training data. ▫ Commercial value. ▫ Use in security applications.

View more : https://silver.web.unc.edu/wp-content/uploads/sites/6556/2016/06/ml-poster.pdf

6.Stealing Machine Learning Models via Prediction APIs

  • Author: paperswithcode.com
  • Publish: 28 days ago
  • Rating: 4(312 Rating)
  • Highest rating: 5
  • Lowest rating: 3
  • Descriptions: Stealing Machine Learning Models via Prediction APIs ; Service, Model Type, Data set ; Service, White-box, Monetize ; Data set, Synthetic, # records ; Model, OHE …

View more : https://paperswithcode.com/paper/stealing-machine-learning-models-via/review/

7.Stealing Machine Learning Models via Prediction APIs. – DBLP

  • Author: dblp.org
  • Publish: 12 days ago
  • Rating: 5(695 Rating)
  • Highest rating: 5
  • Lowest rating: 3
  • Descriptions: Feb 1, 2021 · Bibliographic details on Stealing Machine Learning Models via Prediction APIs.

View more : https://dblp.org/rec/conf/uss/TramerZJRR16

8.(PDF) Stealing Machine Learning Models via Prediction APIs

  • Author: www.researchgate.net
  • Publish: 9 days ago
  • Rating: 4(1227 Rating)
  • Highest rating: 5
  • Lowest rating: 1
  • Descriptions: Jul 5, 2022 · Stealing Machine Learning Models via Prediction APIs. Florian Tram ; Thomas Ristenpart. Cornell ; eters or training data, aims to duplicate the …

View more : https://www.researchgate.net/publication/308027534_Stealing_Machine_Learning_Models_via_Prediction_APIs

9.Stealing machine learning models via prediction APIs – Typeset

  • Author: typeset.io
  • Publish: 7 days ago
  • Rating: 4(1766 Rating)
  • Highest rating: 5
  • Lowest rating: 2
  • Descriptions: The tension between model confidentiality and public access motivates our investigation of model extraction attacks. In such attacks, an adversary with black- …

View more : https://typeset.io/papers/stealing-machine-learning-models-via-prediction-apis-5gpwck98q5

10.Stealing Machine Learning Models via Prediction APIs

  • Author: scholars.duke.edu
  • Publish: 10 days ago
  • Rating: 2(1961 Rating)
  • Highest rating: 3
  • Lowest rating: 3
  • Descriptions: Stealing Machine Learning Models via Prediction APIs ; Full Text. Publisher Link ; Duke Authors. Reiter, Michael ; Cited Authors. Tramèr, F; Zhang, F; Juels, A; …

View more : https://scholars.duke.edu/individual/pub1493919

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