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As Easy as 1, 2, 3: Behavioural Testing of NMT Systems for Numerical Translation.

J. Wang, C. Xu, F. Guzmán, A. El-Kishky, B. Rubinstein, и T. Cohn. ACL/IJCNLP (Findings), том ACL/IJCNLP 2021 из Findings of ACL, стр. 4711-4717. Association for Computational Linguistics, (2021)

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R Rubinstein

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Adequacy of the Gradient-Descent Method for Classifier Evasion Attacks.Y. Han, и B. Rubinstein. CoRR, (2017)Geometric & Topological Representations of Maximum Classes with Applications to Sample Compression.J. Rubinstein, и B. Rubinstein. COLT, стр. 299-310. Omnipress, (2008)Hard to Forget: Poisoning Attacks on Certified Machine Unlearning.N. Marchant, B. Rubinstein, и S. Alfeld. AAAI, стр. 7691-7700. AAAI Press, (2022)Link prediction by de-anonymization: How We Won the Kaggle Social Network Challenge.A. Narayanan, E. Shi, и B. Rubinstein. IJCNN, стр. 1825-1834. IEEE, (2011)It's Simplex! Disaggregating Measures to Improve Certified Robustness.A. Cullen, P. Montague, S. Liu, S. Erfani, и B. Rubinstein. CoRR, (2023)Transferring Troubles: Cross-Lingual Transferability of Backdoor Attacks in LLMs with Instruction Tuning.X. He, J. Wang, Q. Xu, P. Minervini, P. Stenetorp, B. Rubinstein, и T. Cohn. CoRR, (2024)Enhancing the Antidote: Improved Pointwise Certifications against Poisoning Attacks.S. Liu, A. Cullen, P. Montague, S. Erfani, и B. Rubinstein. CoRR, (2023)E-Storm: Replication-Based State Management in Distributed Stream Processing Systems.X. Liu, A. Harwood, S. Karunasekera, B. Rubinstein, и R. Buyya. ICPP, стр. 571-580. IEEE Computer Society, (2017)Sublinear-Time Adaptive Data Analysis.B. Fish, L. Reyzin, и B. Rubinstein. ISAIM, (2018)Et Tu Certifications: Robustness Certificates Yield Better Adversarial Examples.A. Cullen, S. Liu, P. Montague, S. Erfani, и B. Rubinstein. ICML, OpenReview.net, (2024)

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