Methods › General › Robustness Methods › Randomized Smoothing › Papers where code ran, page 1
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)
Syntology We ran code from the paper's repository; we did not isolate this method inside it.
Page 1 of 1: papers 1 to 33 of the 33 tagged papers where Syntology ran at least one harvested sample (27 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument), newest first by the archive's date (ties by arXiv id). This is a filter on Syntology's record ordered by date only, not a ranking; a run is not a correctness claim. A paper missing from this list is not a recorded non-run: it may have no arXiv id, no harvested code, or only samples that have not run yet.
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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Certified Robustness for Deep Equilibrium Models via Serialized Random Smoothing 1 Nov 2024 · 1 repository · arXiv:2411.00899Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 1 honoured, 0 violated, 6 with no contract checked; 5 where Syntology's instrument failed) · 2 unverified (of 14 harvested samples) · 6 pointer-only (licence)
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PromptSmooth: Certifying Robustness of Medical Vision-Language Models via Prompt Learning 29 Aug 2024 · 1 repository · arXiv:2408.16769Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Certifiably Robust Image Watermark 4 Jul 2024 · 1 repository · arXiv:2407.04086Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples)
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Breaking the Barrier: Enhanced Utility and Robustness in Smoothed DRL Agents 26 Jun 2024 · 1 repository · arXiv:2406.18062Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 5 honoured, 1 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 3 unverified (of 12 harvested samples) · 12 pointer-only (licence)
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Treatment of Statistical Estimation Problems in Randomized Smoothing for Adversarial Robustness 25 Jun 2024 · 1 repository · arXiv:2406.17830Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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Adaptive Randomized Smoothing: Certified Adversarial Robustness for Multi-Step Defences 14 Jun 2024 · 1 repository · arXiv:2406.10427Syntology 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) · 2 unverified (of 7 harvested samples) · 1 pointer-only (licence)
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Effects of Exponential Gaussian Distribution on (Double Sampling) Randomized Smoothing 4 Jun 2024 · 1 repository · arXiv:2406.02309Syntology official (archive's flag): 19 ran · 19 ran (of which 0 constructed an object rather than computing a result; 17 with no instrument failure: 2 honoured, 1 violated, 14 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 20 harvested samples) · 20 pointer-only (licence)
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Certification of Speaker Recognition Models to Additive Perturbations 29 Apr 2024 · 1 repository · arXiv:2404.18791Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Advancing the Robustness of Large Language Models through Self-Denoised Smoothing 18 Apr 2024 · 1 repository · arXiv:2404.12274Syntology official (archive's flag): 4 ran · 4 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; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Mitigating the Curse of Dimensionality for Certified Robustness via Dual Randomized Smoothing 15 Apr 2024 · 1 repository · arXiv:2404.09586Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 10 harvested samples) · 10 pointer-only (licence)
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Diffusion Models are Certifiably Robust Classifiers 4 Feb 2024 · 1 repository · arXiv:2402.02316Syntology official (archive's flag): 2 ran · 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) · 2 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Robust MRI Reconstruction by Smoothed Unrolling (SMUG) 12 Dec 2023 · 1 repository · arXiv:2312.07784Syntology official (archive's flag): 1 ran · 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) · 0 unverified (of 1 harvested sample)
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Provably Cost-Sensitive Adversarial Defense via Randomized Smoothing 12 Oct 2023 · 1 repository · arXiv:2310.08732Syntology official (archive's flag): 3 ran · 3 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; 2 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Characterizing Data Point Vulnerability via Average-Case Robustness 26 Jul 2023 · 1 repository · arXiv:2307.13885Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 0 violated, 13 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 14 harvested samples)
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Augment then Smooth: Reconciling Differential Privacy with Certified Robustness 14 Jun 2023 · 1 repository · arXiv:2306.08656Syntology official (archive's flag): 1 ran · 2 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; 2 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 1 pointer-only (licence)
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Incremental Randomized Smoothing Certification 31 May 2023 · 1 repository · arXiv:2305.19521Syntology official (archive's flag): 2 ran · 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) · 0 unverified (of 2 harvested samples)
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RS-Del: Edit Distance Robustness Certificates for Sequence Classifiers via Randomized Deletion 31 Jan 2023 · 2 repositories · arXiv:2302.01757Syntology official (archive's flag): 7 ran · 11 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 3 honoured, 0 violated, 6 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 14 harvested samples)
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Randomized Message-Interception Smoothing: Gray-box Certificates for Graph Neural Networks 5 Jan 2023 · 1 repository · arXiv:2301.02039Syntology 3 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; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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Robust Multivariate Time-Series Forecasting: Adversarial Attacks and Defense Mechanisms 19 Jul 2022 · 1 repository · arXiv:2207.09572Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 11 harvested samples)
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Certified Neural Network Watermarks with Randomized Smoothing 16 Jul 2022 · 1 repository · arXiv:2207.07972Syntology official (archive's flag): 1 ran · 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) · 4 pointer-only (licence)
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Double Sampling Randomized Smoothing 16 Jun 2022 · 2 repositories · arXiv:2206.07912Syntology official: harvested, nothing ran · 15 ran (of which 0 constructed an object rather than computing a result; 15 with no instrument failure: 14 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 17 harvested samples)
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(De-)Randomized Smoothing for Decision Stump Ensembles 27 May 2022 · 1 repository · arXiv:2205.13909Syntology 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) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample) · 1 pointer-only (licence)
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Latent Space Smoothing for Individually Fair Representations 26 Nov 2021 · 1 repository · arXiv:2111.13650Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples)
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ANCER: Anisotropic Certification via Sample-wise Volume Maximization 9 Jul 2021 · 1 repository · arXiv:2107.04570Syntology official (archive's flag): 1 ran · 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) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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DeformRS: Certifying Input Deformations with Randomized Smoothing 2 Jul 2021 · 2 repositories · arXiv:2107.00996Syntology official (archive's flag): 1 ran · 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) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Certified Robustness to Text Adversarial Attacks by Randomized [MASK] 8 May 2021 · 1 repository · arXiv:2105.03743Syntology 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) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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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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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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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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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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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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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)