Methods › General › Robustness Methods › Randomized Smoothing

Randomized Smoothing

147 papers tagged archive 2025-07-28

Introduced by Jeremy M Cohen et al. in Certified Adversarial Robustness via Randomized Smoothing

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

The archive carries no description for this method.

Papers archive 2025-07-28

30 shown of 147, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

• One Sample is Enough to Make Conformal Prediction Robust
  19 Jun 2025 · 0 repositories · arXiv:2506.16553
• Cert-SSB: Toward Certified Sample-Specific Backdoor Defense
  30 Apr 2025 · 1 repository · arXiv:2504.21730
• AuditVotes: A Framework Towards More Deployable Certified Robustness for Graph Neural Networks
  29 Mar 2025 · 0 repositories · arXiv:2503.22998
• Adaptive Backdoor Attacks with Reasonable Constraints on Graph Neural Networks
  12 Mar 2025 · 0 repositories · arXiv:2503.09049
• CeTAD: Towards Certified Toxicity-Aware Distance in Vision Language Models
  8 Mar 2025 · 0 repositories · arXiv:2503.10661
• Towards the Worst-case Robustness of Large Language Models
  31 Jan 2025 · 0 repositories · arXiv:2501.19040
• Robust Representation Consistency Model via Contrastive Denoising
  22 Jan 2025 · 1 repository · arXiv:2501.13094
• Certified Robustness for Deep Equilibrium Models via Serialized Random Smoothing
  1 Nov 2024 · 1 repository · arXiv:2411.00899
  Syntology ran 6 of 14 samples · 8 unverified
• Integrating uncertainty quantification into randomized smoothing based robustness guarantees
  27 Oct 2024 · 0 repositories · arXiv:2410.20432
• Filtered Randomized Smoothing: A New Defense for Robust Modulation Classification
  8 Oct 2024 · 0 repositories · arXiv:2410.06339
• Boosting Certified Robustness for Time Series Classification with Efficient Self-Ensemble
  4 Sep 2024 · 0 repositories · arXiv:2409.02802
• PromptSmooth: Certifying Robustness of Medical Vision-Language Models via Prompt Learning
  29 Aug 2024 · 1 repository · arXiv:2408.16769
  Syntology ran 3 of 4 samples · 1 unverified · 4 pointer-only (licence)
• Deep Learning at the Intersection: Certified Robustness as a Tool for 3D Vision
  23 Aug 2024 · 0 repositories · arXiv:2408.13135
• Privacy-preserving Universal Adversarial Defense for Black-box Models
  20 Aug 2024 · 0 repositories · arXiv:2408.10647
• Certifiably Robust Encoding Schemes
  2 Aug 2024 · 0 repositories · arXiv:2408.01200
• CERT-ED: Certifiably Robust Text Classification for Edit Distance
  1 Aug 2024 · 0 repositories · arXiv:2408.00728
• Discrete Randomized Smoothing Meets Quantum Computing
  1 Aug 2024 · 0 repositories · arXiv:2408.00895
• RSC-SNN: Exploring the Trade-off Between Adversarial Robustness and Accuracy in Spiking Neural Networks via Randomized Smoothing Coding
  29 Jul 2024 · 1 repository · arXiv:2407.20099
• Quadratic Advantage with Quantum Randomized Smoothing Applied to Time-Series Analysis
  25 Jul 2024 · 0 repositories · arXiv:2407.18021
• Variational Randomized Smoothing for Sample-Wise Adversarial Robustness
  16 Jul 2024 · 0 repositories · arXiv:2407.11844
• Certifiably Robust Image Watermark
  4 Jul 2024 · 1 repository · arXiv:2407.04086
  Syntology ran 6 of 6 samples · 0 unverified
• Breaking the Barrier: Enhanced Utility and Robustness in Smoothed DRL Agents
  26 Jun 2024 · 1 repository · arXiv:2406.18062
  Syntology ran 9 of 12 samples · 3 unverified · 12 pointer-only (licence)
• Treatment of Statistical Estimation Problems in Randomized Smoothing for Adversarial Robustness
  25 Jun 2024 · 1 repository · arXiv:2406.17830
  Syntology ran 6 of 6 samples · 0 unverified · 6 pointer-only (licence)
• Adaptive Randomized Smoothing: Certified Adversarial Robustness for Multi-Step Defences
  14 Jun 2024 · 1 repository · arXiv:2406.10427
  Syntology ran 5 of 7 samples · 2 unverified
• Distributional Adversarial Loss
  5 Jun 2024 · 1 repository · arXiv:2406.03458
• Effects of Exponential Gaussian Distribution on (Double Sampling) Randomized Smoothing
  4 Jun 2024 · 1 repository · arXiv:2406.02309
  Syntology ran 19 of 20 samples · 1 unverified · 20 pointer-only (licence)
• Online Optimization Perspective on First-Order and Zero-Order Decentralized Nonsmooth Nonconvex Stochastic Optimization
  3 Jun 2024 · 0 repositories · arXiv:2406.01484
• Certifying Adapters: Enabling and Enhancing the Certification of Classifier Adversarial Robustness
  25 May 2024 · 0 repositories · arXiv:2405.16036
• Universal Robustness via Median Randomized Smoothing for Real-World Super-Resolution
  23 May 2024 · 0 repositories · arXiv:2405.14934
• Confidence Estimation in Unsupervised Deep Change Vector Analysis
  16 May 2024 · 0 repositories · arXiv:2405.09896

Tasks archive 2025-07-28

20 shown of 102 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Usage over time archive 2025-07-28

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections