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Extraction of Complex DNN Models: Real Threat or Boogeyman?

, , , , и . CoRR, (2019)

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Christian Mika

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Mika Harbeck

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Christian Mika

 

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Stochastic Discriminant Analysis., , и . IJCNN, стр. 1-8. IEEE, (2015)Stochastic discriminant analysis for linear supervised dimension reduction., , и . Neurocomputing, (2018)PRADA: Protecting Against DNN Model Stealing Attacks., , , и . EuroS&P, стр. 512-527. IEEE, (2019)Stay On-Topic: Generating Context-Specific Fake Restaurant Reviews., , , и . ESORICS (1), том 11098 из Lecture Notes in Computer Science, стр. 132-151. Springer, (2018)Pitfalls in Designing Zero-Effort Deauthentication: Opportunistic Human Observation Attacks., , , , , и . NDSS, The Internet Society, (2016)Making Targeted Black-box Evasion Attacks Effective and Efficient., , и . AISec@CCS, стр. 83-94. ACM, (2019)All You Need is: Evading Hate Speech Detection., , , , и . AISec@CCS, стр. 2-12. ACM, (2018)Get in Line: Ongoing Co-presence Verification of a Vehicle Formation Based on Driving Trajectories., , , и . EuroS&P, стр. 199-213. IEEE, (2018)A little goes a long way: Improving toxic language classification despite data scarcity., , , и . EMNLP (Findings), том EMNLP 2020 из Findings of ACL, стр. 2991-3009. Association for Computational Linguistics, (2020)Extraction of Complex DNN Models: Real Threat or Boogeyman?, , , , и . CoRR, (2019)