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Adversarial Robustness

Papers archive 2025-07-28

archive papers tagged: 1,746 · with a code link: 788 · where Syntology ran a sample: 261 (205 with a run with no instrument failure, 56 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (261 of 1,746 tagged: 205 with a run with no instrument failure, 56 where every run was a failure of Syntology's instrument)

Page 16 of 18: papers 1,501 to 1,600 of 1,746, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “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 figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. 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); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Generating Structured Adversarial Attacks Using Frank-Wolfe Method
  15 Feb 2021 0 repositories listed
• Guided Interpolation for Adversarial Training
  15 Feb 2021 0 repositories listed
• Adversarial Robustness: What fools you makes you stronger
  10 Feb 2021 0 repositories listed
• Towards Bridging the gap between Empirical and Certified Robustness against Adversarial Examples
  9 Feb 2021 0 repositories listed Syntology 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)
• Output Perturbation for Differentially Private Convex Optimization: Faster and More General
  9 Feb 2021 0 repositories listed
• Recent Advances in Adversarial Training for Adversarial Robustness
  2 Feb 2021 0 repositories listed
• Adversarial Learning with Cost-Sensitive Classes
  29 Jan 2021 0 repositories listed
• Exploring Adversarial Robustness of Multi-Sensor Perception Systems in Self Driving
  17 Jan 2021 0 repositories listed
• Mining Data Impressions from Deep Models as Substitute for the Unavailable Training Data
  15 Jan 2021 0 repositories listed
• Adversarially Robust and Explainable Model Compression with On-Device Personalization for Text Classification
  10 Jan 2021 0 repositories listed
• DiPSeN: Differentially Private Self-normalizing Neural Networks For Adversarial Robustness in Federated Learning
  8 Jan 2021 0 repositories listed
• The Effect of Prior Lipschitz Continuity on the Adversarial Robustness of Bayesian Neural Networks
  7 Jan 2021 0 repositories listed
• Local Competition and Stochasticity for Adversarial Robustness in Deep Learning
  4 Jan 2021 0 repositories listed
• Buffer Zone based Defense against Adversarial Examples in Image Classification
  1 Jan 2021 0 repositories listed
• Certifying Robustness of Graph Laplacian Based Semi-Supervised Learning
  1 Jan 2021 0 repositories listed
• Collective Robustness Certificates
  1 Jan 2021 0 repositories listed
• Hierarchical Binding in Convolutional Neural Networks Confers Adversarial Robustness
  1 Jan 2021 0 repositories listed
• How Benign is Benign Overfitting ?
  1 Jan 2021 0 repositories listed
• Intriguing class-wise properties of adversarial training
  1 Jan 2021 0 repositories listed
• Manifold-aware Training: Increase Adversarial Robustness with Feature Clustering
  1 Jan 2021 0 repositories listed
• No Feature Is An Island: Adaptive Collaborations Between Features Improve Adversarial Robustness
  1 Jan 2021 0 repositories listed
• Perceptual Adversarial Robustness: Generalizable Defenses Against Unforeseen Threat Models
  1 Jan 2021 0 repositories listed
• Perturbation Type Categorization for Multiple ℓₚ Bounded Adversarial Robustness
  1 Jan 2021 0 repositories listed
• Robust Multi-Agent Reinforcement Learning Driven by Correlated Equilibrium
  1 Jan 2021 0 repositories listed
• Self-supervised Adversarial Robustness for the Low-label, High-data Regime
  1 Jan 2021 0 repositories listed
• Test-Time Adaptation and Adversarial Robustness
  1 Jan 2021 0 repositories listed
• Towards Robustness of Deep Neural Networks via Regularization
  1 Jan 2021 0 repositories listed
• What are effective labels for augmented data? Improving robustness with AutoLabel
  1 Jan 2021 0 repositories listed
• Improving Adversarial Robustness in Weight-quantized Neural Networks
  29 Dec 2020 0 repositories listed
• A Simple Fine-tuning Is All You Need: Towards Robust Deep Learning Via Adversarial Fine-tuning
  25 Dec 2020 0 repositories listed
• Sample Complexity of Adversarially Robust Linear Classification on Separated Data
  19 Dec 2020 0 repositories listed
• Adversarially Robust Estimate and Risk Analysis in Linear Regression
  18 Dec 2020 0 repositories listed
• Generate and Verify: Semantically Meaningful Formal Analysis of Neural Network Perception Systems
  16 Dec 2020 0 repositories listed
• A case for new neural network smoothness constraints
  14 Dec 2020 0 repositories listed
• Achieving Adversarial Robustness Requires An Active Teacher
  14 Dec 2020 0 repositories listed
• Evaluating adversarial robustness in simulated cerebellum
  5 Dec 2020 0 repositories listed
• Unsupervised Adversarially-Robust Representation Learning on Graphs
  4 Dec 2020 0 repositories listed
• FAT: Federated Adversarial Training
  3 Dec 2020 0 repositories listed
• Interpretable Graph Capsule Networks for Object Recognition
  3 Dec 2020 0 repositories listed
• Stochastic Gradient Descent with Nonlinear Conjugate Gradient-Style Adaptive Momentum
  3 Dec 2020 0 repositories listed
• Adversarial Robustness Across Representation Spaces
  1 Dec 2020 0 repositories listed
• Robust and Private Learning of Halfspaces
  30 Nov 2020 0 repositories listed
• Architectural Adversarial Robustness: The Case for Deep Pursuit
  29 Nov 2020 0 repositories listed
• Incorporating Hidden Layer representation into Adversarial Attacks and Defences
  28 Nov 2020 0 repositories listed
• A Study on the Uncertainty of Convolutional Layers in Deep Neural Networks
  27 Nov 2020 0 repositories listed
• Exposing the Robustness and Vulnerability of Hybrid 8T-6T SRAM Memory Architectures to Adversarial Attacks in Deep Neural Networks
  26 Nov 2020 0 repositories listed
• A More Biologically Plausible Local Learning Rule for ANNs
  24 Nov 2020 0 repositories listed
• On Adversarial Robustness of 3D Point Cloud Classification under Adaptive Attacks
  24 Nov 2020 0 repositories listed
• An Experimental Study of Semantic Continuity for Deep Learning Models
  19 Nov 2020 0 repositories listed
• Effective, Efficient and Robust Neural Architecture Search
  19 Nov 2020 0 repositories listed
• Contextual Fusion For Adversarial Robustness
  18 Nov 2020 0 repositories listed
• Robustified Domain Adaptation
  18 Nov 2020 0 repositories listed
• Towards Understanding the Regularization of Adversarial Robustness on Neural Networks
  15 Nov 2020 0 repositories listed
• Recent Advances in Understanding Adversarial Robustness of Deep Neural Networks
  3 Nov 2020 0 repositories listed
• Beyond cross-entropy: learning highly separable feature distributions for robust and accurate classification
  29 Oct 2020 0 repositories listed
• Robustness May Be at Odds with Fairness: An Empirical Study on Class-wise Accuracy
  26 Oct 2020 0 repositories listed
• On the Adversarial Robustness of LASSO Based Feature Selection
  20 Oct 2020 0 repositories listed
• A case for new neural networks smoothness constraints
  19 Oct 2020 0 repositories listed
• Optimism in the Face of Adversity: Understanding and Improving Deep Learning through Adversarial Robustness
  19 Oct 2020 0 repositories listed
• FADER: Fast Adversarial Example Rejection
  18 Oct 2020 0 repositories listed
• The Intrinsic Dimension of Images and Its Impact on Learning
  10 Oct 2020 0 repositories listed
• Quantifying Adversarial Sensitivity of a Model as a Function of the Image Distribution
  9 Oct 2020 0 repositories listed
• Affine-Invariant Robust Training
  8 Oct 2020 0 repositories listed
• Improve Adversarial Robustness via Weight Penalization on Classification Layer
  8 Oct 2020 0 repositories listed
• Online and Distribution-Free Robustness: Regression and Contextual Bandits with Huber Contamination
  8 Oct 2020 0 repositories listed
• Constraining Logits by Bounded Function for Adversarial Robustness
  6 Oct 2020 0 repositories listed
• Query complexity of adversarial attacks
  2 Oct 2020 0 repositories listed
• Imbalanced Gradients: A New Cause of Overestimated Adversarial Robustness
  28 Sep 2020 0 repositories listed
• On The Adversarial Robustness of 3D Point Cloud Classification
  28 Sep 2020 0 repositories listed
• Proper Measure for Adversarial Robustness
  28 Sep 2020 0 repositories listed
• Differentially Private Adversarial Robustness Through Randomized Perturbations
  27 Sep 2020 0 repositories listed
• Adversarial robustness via stochastic regularization of neural activation sensitivity
  23 Sep 2020 0 repositories listed
• Semantics-Preserving Adversarial Training
  23 Sep 2020 0 repositories listed
• Feature Distillation With Guided Adversarial Contrastive Learning
  21 Sep 2020 0 repositories listed
• Adversarial Robustness through Bias Variance Decomposition: A New Perspective for Federated Learning
  18 Sep 2020 0 repositories listed
• Label Smoothing and Adversarial Robustness
  17 Sep 2020 0 repositories listed
• On the Transferability of Minimal Prediction Preserving Inputs in Question Answering
  17 Sep 2020 0 repositories listed
• Robust Deep Learning Ensemble against Deception
  14 Sep 2020 0 repositories listed
• Achieving Adversarial Robustness via Sparsity
  11 Sep 2020 0 repositories listed
• Defending Against Multiple and Unforeseen Adversarial Videos
  11 Sep 2020 0 repositories listed
• Second Order Optimization for Adversarial Robustness and Interpretability
  10 Sep 2020 0 repositories listed
• Dual Manifold Adversarial Robustness: Defense against Lp and non-Lp Adversarial Attacks
  5 Sep 2020 0 repositories listed
• Adversarially Robust Neural Architectures
  2 Sep 2020 0 repositories listed
• Perceptual Deep Neural Networks: Adversarial Robustness through Input Recreation
  2 Sep 2020 0 repositories listed
• Likelihood Landscapes: A Unifying Principle Behind Many Adversarial Defenses
  25 Aug 2020 0 repositories listed
• Rethinking Non-idealities in Memristive Crossbars for Adversarial Robustness in Neural Networks
  25 Aug 2020 0 repositories listed
• Improving adversarial robustness of deep neural networks by using semantic information
  18 Aug 2020 0 repositories listed
• On the Generalization Properties of Adversarial Training
  15 Aug 2020 0 repositories listed
• Adversary Agnostic Robust Deep Reinforcement Learning
  14 Aug 2020 0 repositories listed
• Feature Binding with Category-Dependant MixUp for Semantic Segmentation and Adversarial Robustness
  13 Aug 2020 0 repositories listed
• Improve Generalization and Robustness of Neural Networks via Weight Scale Shifting Invariant Regularizations
  7 Aug 2020 0 repositories listed
• Adversarial Robustness for Machine Learning Cyber Defenses Using Log Data
  29 Jul 2020 0 repositories listed
• From Sound Representation to Model Robustness
  27 Jul 2020 0 repositories listed
• Robust Collective Classification against Structural Attacks
  26 Jul 2020 0 repositories listed
• Hierarchical Verification for Adversarial Robustness
  23 Jul 2020 0 repositories listed
• Failure Modes of Variational Autoencoders and Their Effects on Downstream Tasks
  14 Jul 2020 0 repositories listed
• How benign is benign overfitting?
  8 Jul 2020 0 repositories listed
• On Connections between Regularizations for Improving DNN Robustness
  4 Jul 2020 0 repositories listed
• Trace-Norm Adversarial Examples
  2 Jul 2020 0 repositories listed
• Opportunities and Challenges in Deep Learning Adversarial Robustness: A Survey
  1 Jul 2020 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.