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Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses.

M. Goldblum, D. Tsipras, C. Xie, X. Chen, A. Schwarzschild, D. Song, A. Madry, B. Li, and T. Goldstein. CoRR, (2020)

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Dimitris Mislis

Dimitris Kazarnovskis

Dimitris Stathakos

Dimitris Theodoropoulos

Dimitris Depountis

Other publications of authors with the same name

Learning Through the Lens of Robustness.D. Tsipras. Massachusetts Institute of Technology, USA, (2021)A Closer Look at Deep Policy Gradients.A. Ilyas, L. Engstrom, S. Santurkar, D. Tsipras, F. Janoos, L. Rudolph, and A. Madry. ICLR, OpenReview.net, (2020)Robustness May Be at Odds with AccuracyD. Tsipras, S. Santurkar, L. Engstrom, A. Turner, and A. Madry. (2018)cite arxiv:1805.12152.Learning Perceptually-Aligned Representations via Adversarial RobustnessL. Engstrom, A. Ilyas, S. Santurkar, D. Tsipras, B. Tran, and A. Madry. (2019)From ImageNet to Image Classification: Contextualizing Progress on Benchmarks.D. Tsipras, S. Santurkar, L. Engstrom, A. Ilyas, and A. Madry. ICML, volume 119 of Proceedings of Machine Learning Research, page 9625-9635. PMLR, (2020)Computer Vision with a Single (Robust) ClassifierS. Santurkar, D. Tsipras, B. Tran, A. Ilyas, L. Engstrom, and A. Madry. (2019)Exploring the Landscape of Spatial Robustness.L. Engstrom, B. Tran, D. Tsipras, L. Schmidt, and A. Madry. ICML, volume 97 of Proceedings of Machine Learning Research, page 1802-1811. PMLR, (2019)Adversarial Robustness as a Prior for Learned RepresentationsL. Engstrom, A. Ilyas, S. Santurkar, D. Tsipras, B. Tran, and A. Madry. (2019)cite arxiv:1906.00945.Towards Deep Learning Models Resistant to Adversarial Attacks.A. Madry, A. Makelov, L. Schmidt, D. Tsipras, and A. Vladu. ICLR (Poster), OpenReview.net, (2018)Editing a classifier by rewriting its prediction rules.S. Santurkar, D. Tsipras, M. Elango, D. Bau, A. Torralba, and A. Madry. NeurIPS, page 23359-23373. (2021)

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Disambiguation of "Tsipras, Dimitris"

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Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses.

Please choose a person to relate this publication to

Dimitris Mislis

Dimitris Kazarnovskis

Dimitris Stathakos

Dimitris Theodoropoulos

Dimitris Depountis

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Tsipras, Dimitris"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses.

Please choose a person to relate this publication to

Dimitris Mislis

Dimitris Kazarnovskis

Dimitris Stathakos

Dimitris Theodoropoulos

Dimitris Depountis

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
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history of this post
URL
DOI
BibTeX
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APA
Chicago
DIN 1505
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Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses.