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WAFFLE: Watermarking in Federated Learning

Aug 17, 2020
Buse Gul Atli, Yuxi Xia, Samuel Marchal, N. Asokan

* 15 pages, 10 figures, 13 tables 

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Extraction of Complex DNN Models: Real Threat or Boogeyman?

Oct 11, 2019
Buse Gul Atli, Sebastian Szyller, Mika Juuti, Samuel Marchal, N. Asokan

* 8 pages, 2 figures 

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DAWN: Dynamic Adversarial Watermarking of Neural Networks

Jun 12, 2019
Sebastian Szyller, Buse Gul Atli, Samuel Marchal, N. Asokan

* 16 pages, 5 figures 

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Making targeted black-box evasion attacks effective and efficient

Jun 08, 2019
Mika Juuti, Buse Gul Atli, N. Asokan

* 12 pages, 10 figures 

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Online Feature Ranking for Intrusion Detection Systems

Jun 15, 2018
Buse Gul Atli, Alexander Jung

* Feature selection, streaming data, SVM, SGD, intrusion detection 

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Human-guided data exploration using randomisation

May 20, 2018
Kai Puolamäki, Emilia Oikarinen, Buse Gul Atli, Andreas Henelius

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