Methods › General › Robustness Methods › Randomized Smoothing › Papers, page 2
Randomized Smoothing
Papers archive 2025-07-28
archive papers tagged: 147 · with a code link: 67 · where Syntology ran a sample: 33 (27 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (33 of 147 tagged: 27 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument)
Page 2 of 2: papers 101 to 147 of 147, newest first by the archive's date (ties by slug), in archive order.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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Generating Adversarial Computer Programs using Optimized Obfuscations 18 Mar 2021 · 1 repository · arXiv:2103.11882
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Improved, Deterministic Smoothing for L_1 Certified Robustness 17 Mar 2021 · 1 repository · arXiv:2103.10834Syntology official (archive's flag): 1 ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified; the one sample that ran constructed an object rather than computing a result (of 2 harvested samples) · 2 pointer-only (licence)
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Insta-RS: Instance-wise Randomized Smoothing for Improved Robustness and Accuracy 7 Mar 2021 · 0 repositories · arXiv:2103.04436
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PointGuard: Provably Robust 3D Point Cloud Classification 4 Mar 2021 · 0 repositories · arXiv:2103.03046
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Towards Bridging the gap between Empirical and Certified Robustness against Adversarial Examples 9 Feb 2021 · 0 repositories · arXiv:2102.05096Syntology 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 4 harvested samples) · 1 pointer-only (licence)
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Concentration of Non-Isotropic Random Tensors with Applications to Learning and Empirical Risk Minimization 4 Feb 2021 · 0 repositories · arXiv:2102.04259
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Study of Pre-processing Defenses against Adversarial Attacks on State-of-the-art Speaker Recognition Systems 22 Jan 2021 · 0 repositories · arXiv:2101.08909
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On Provable Backdoor Defense in Collaborative Learning 19 Jan 2021 · 0 repositories · arXiv:2101.08177
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Certified Watermarks for Neural Networks 1 Jan 2021 · 0 repositories
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Efficient randomized smoothing by denoising with learned score function 1 Jan 2021 · 0 repositories
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Data-Dependent Randomized Smoothing 8 Dec 2020 · 0 repositories · arXiv:2012.04351
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A Simple and Efficient Smoothing Method for Faster Optimization and Local Exploration 1 Dec 2020 · 0 repositories
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Tight Second-Order Certificates for Randomized Smoothing 20 Oct 2020 · 1 repository · arXiv:2010.10549
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Higher-Order Certification for Randomized Smoothing 13 Oct 2020 · 0 repositories · arXiv:2010.06651
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Efficient Robust Training via Backward Smoothing 3 Oct 2020 · 1 repository · arXiv:2010.01278
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Interpreting Robust Optimization via Adversarial Influence Functions 3 Oct 2020 · 0 repositories · arXiv:2010.01247
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A Game Theoretic Analysis of Additive Adversarial Attacks and Defenses 14 Sep 2020 · 0 repositories · arXiv:2009.06530
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Efficient Robustness Certificates for Discrete Data: Sparsity-Aware Randomized Smoothing for Graphs, Images and More 29 Aug 2020 · 1 repository · arXiv:2008.12952
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Provably Robust Adversarial Examples 23 Jul 2020 · 0 repositories · arXiv:2007.12133
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Defense against Adversarial Attacks in NLP via Dirichlet Neighborhood Ensemble 20 Jun 2020 · 1 repository · arXiv:2006.11627
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Backdoor Attacks to Graph Neural Networks 19 Jun 2020 · 2 repositories · arXiv:2006.11165Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Consistency Regularization for Certified Robustness of Smoothed Classifiers 7 Jun 2020 · 1 repository · arXiv:2006.04062Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 2 pointer-only (licence)
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Extensions and limitations of randomized smoothing for robustness guarantees 7 Jun 2020 · 0 repositories · arXiv:2006.04208
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SAFER: A Structure-free Approach for Certified Robustness to Adversarial Word Substitutions 29 May 2020 · 1 repository · arXiv:2005.14424Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Towards Assessment of Randomized Smoothing Mechanisms for Certifying Adversarial Robustness 15 May 2020 · 0 repositories · arXiv:2005.07347
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Channel-Aware Adversarial Attacks Against Deep Learning-Based Wireless Signal Classifiers 11 May 2020 · 0 repositories · arXiv:2005.05321
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Provable Robust Classification via Learned Smoothed Densities 9 May 2020 · 0 repositories · arXiv:2005.04504
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A FRAMEWORK FOR ROBUSTNESS CERTIFICATION OF SMOOTHED CLASSIFIERS USING F-DIVERGENCES 1 May 2020 · 0 repositories
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RAB: Provable Robustness Against Backdoor Attacks 19 Mar 2020 · 1 repository · arXiv:2003.08904
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Analyzing Accuracy Loss in Randomized Smoothing Defenses 3 Mar 2020 · 0 repositories · arXiv:2003.01595
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Hidden Cost of Randomized Smoothing 2 Mar 2020 · 0 repositories · arXiv:2003.01249
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Certified Defense to Image Transformations via Randomized Smoothing 27 Feb 2020 · 1 repository · arXiv:2002.12463Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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TSS: Transformation-Specific Smoothing for Robustness Certification 27 Feb 2020 · 1 repository · arXiv:2002.12398
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On Certifying Robustness against Backdoor Attacks via Randomized Smoothing 26 Feb 2020 · 0 repositories · arXiv:2002.11750
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(De)Randomized Smoothing for Certifiable Defense against Patch Attacks 25 Feb 2020 · 1 repository · arXiv:2002.10733
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Black-Box Certification with Randomized Smoothing: A Functional Optimization Based Framework 21 Feb 2020 · 0 repositories · arXiv:2002.09169
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Randomized Smoothing of All Shapes and Sizes 19 Feb 2020 · 1 repository · arXiv:2002.08118
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Individual Fairness Revisited: Transferring Techniques from Adversarial Robustness 18 Feb 2020 · 0 repositories · arXiv:2002.07738
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Certified Robustness to Label-Flipping Attacks via Randomized Smoothing 7 Feb 2020 · 0 repositories · arXiv:2002.03018
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MACER: Attack-free and Scalable Robust Training via Maximizing Certified Radius 8 Jan 2020 · 2 repositories · arXiv:2001.02378Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Certified Robustness for Top-k Predictions against Adversarial Perturbations via Randomized Smoothing 20 Dec 2019 · 1 repository · arXiv:1912.09899
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Smoothed Inference for Adversarially-Trained Models 17 Nov 2019 · 2 repositories · arXiv:1911.07198
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Wasserstein Smoothing: Certified Robustness against Wasserstein Adversarial Attacks 23 Oct 2019 · 0 repositories · arXiv:1910.10783
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A Unified framework for randomized smoothing based certified defenses 25 Sep 2019 · 0 repositories
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Filling the Soap Bubbles: Efficient Black-Box Adversarial Certification with Non-Gaussian Smoothing 25 Sep 2019 · 0 repositories
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Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers 9 Jun 2019 · 3 repositories · arXiv:1906.04584Syntology community repositories only · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 2 pointer-only (licence)
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Certified Adversarial Robustness via Randomized Smoothing 8 Feb 2019 · 12 repositories · arXiv:1902.02918