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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 17 of 18: papers 1,601 to 1,700 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.

• Improving Calibration through the Relationship with Adversarial Robustness
  29 Jun 2020 0 repositories listed Syntology 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)
• Sharp Statistical Guarantees for Adversarially Robust Gaussian Classification
  29 Jun 2020 0 repositories listed
• Adversarial Robustness of Deep Sensor Fusion Models
  23 Jun 2020 0 repositories listed
• How do SGD hyperparameters in natural training affect adversarial robustness?
  20 Jun 2020 0 repositories listed
• Local Convolutions Cause an Implicit Bias towards High Frequency Adversarial Examples
  19 Jun 2020 0 repositories listed
• Local Competition and Uncertainty for Adversarial Robustness in Deep Learning
  18 Jun 2020 0 repositories listed
• The Dilemma Between Data Transformations and Adversarial Robustness for Time Series Application Systems
  18 Jun 2020 0 repositories listed
• Classifier-independent Lower-Bounds for Adversarial Robustness
  17 Jun 2020 0 repositories listed
• On sparse connectivity, adversarial robustness, and a novel model of the artificial neuron
  16 Jun 2020 0 repositories listed
• SPLASH: Learnable Activation Functions for Improving Accuracy and Adversarial Robustness
  16 Jun 2020 0 repositories listed
• Improving Adversarial Robustness via Unlabeled Out-of-Domain Data
  15 Jun 2020 0 repositories listed
• On Saliency Maps and Adversarial Robustness
  14 Jun 2020 0 repositories listed
• The Lipschitz Constant of Self-Attention
  8 Jun 2020 0 repositories listed
• UFO-BLO: Unbiased First-Order Bilevel Optimization
  5 Jun 2020 0 repositories listed
• Investigating Vulnerability to Adversarial Examples on Multimodal Data Fusion in Deep Learning
  22 May 2020 0 repositories listed
• Revisiting Role of Autoencoders in Adversarial Settings
  21 May 2020 0 repositories listed
• Robust Ensemble Model Training via Random Layer Sampling Against Adversarial Attack
  21 May 2020 0 repositories listed
• Toward Adversarial Robustness by Diversity in an Ensemble of Specialized Deep Neural Networks
  17 May 2020 0 repositories listed
• Towards Assessment of Randomized Smoothing Mechanisms for Certifying Adversarial Robustness
  15 May 2020 0 repositories listed
• Class-Aware Domain Adaptation for Improving Adversarial Robustness
  10 May 2020 0 repositories listed
• Do Gradient-based Explanations Tell Anything About Adversarial Robustness to Android Malware?
  4 May 2020 0 repositories listed
• Biologically inspired sleep algorithm for increased generalization and adversarial robustness in deep neural networks
  1 May 2020 0 repositories listed
• Adversarial Learning Guarantees for Linear Hypotheses and Neural Networks
  28 Apr 2020 0 repositories listed
• QUANOS- Adversarial Noise Sensitivity Driven Hybrid Quantization of Neural Networks
  22 Apr 2020 0 repositories listed
• Adversarially Robust Streaming Algorithms via Differential Privacy
  13 Apr 2020 0 repositories listed
• Certifiable Robustness to Adversarial State Uncertainty in Deep Reinforcement Learning
  11 Apr 2020 0 repositories listed
• SOAR: Second-Order Adversarial Regularization
  4 Apr 2020 0 repositories listed
• Improving out-of-distribution generalization via multi-task self-supervised pretraining
  30 Mar 2020 0 repositories listed
• Challenging the adversarial robustness of DNNs based on error-correcting output codes
  26 Mar 2020 0 repositories listed
• Defense Through Diverse Directions
  24 Mar 2020 0 repositories listed
• SAT: Improving Adversarial Training via Curriculum-Based Loss Smoothing
  18 Mar 2020 0 repositories listed
• Defense-PointNet: Protecting PointNet Against Adversarial Attacks
  27 Feb 2020 0 repositories listed
• Towards Certifiable Adversarial Sample Detection
  20 Feb 2020 0 repositories listed
• Individual Fairness Revisited: Transferring Techniques from Adversarial Robustness
  18 Feb 2020 0 repositories listed
• Scalable Quantitative Verification For Deep Neural Networks
  17 Feb 2020 0 repositories listed
• Assessing the Adversarial Robustness of Monte Carlo and Distillation Methods for Deep Bayesian Neural Network Classification
  7 Feb 2020 0 repositories listed
• Guess First to Enable Better Compression and Adversarial Robustness
  10 Jan 2020 0 repositories listed
• RECAST: Interactive Auditing of Automatic Toxicity Detection Models
  7 Jan 2020 0 repositories listed
• Adversarial Robustness via Runtime Masking and Cleansing
  1 Jan 2020 0 repositories listed
• Adversarially Robust Neural Networks via Optimal Control: Bridging Robustness with Lyapunov Stability
  1 Jan 2020 0 repositories listed
• Implicit Euler Skip Connections: Enhancing Adversarial Robustness via Numerical Stability
  1 Jan 2020 0 repositories listed
• Optimal Statistical Guaratees for Adversarially Robust Gaussian Classification
  1 Jan 2020 0 repositories listed
• Optimising Neural Network Architectures for Provable Adversarial Robustness
  1 Jan 2020 0 repositories listed
• Smooth Kernels Improve Adversarial Robustness and Perceptually-Aligned Gradients
  1 Jan 2020 0 repositories listed
• Benchmarking Adversarial Robustness
  26 Dec 2019 0 repositories listed
• P-CapsNets: a General Form of Convolutional Neural Networks
  18 Dec 2019 0 repositories listed
• Feature Losses for Adversarial Robustness
  10 Dec 2019 0 repositories listed
• Exploring the Back Alleys: Analysing The Robustness of Alternative Neural Network Architectures against Adversarial Attacks
  8 Dec 2019 0 repositories listed
• Towards Robust Image Classification Using Sequential Attention Models
  4 Dec 2019 0 repositories listed
• Can Attention Masks Improve Adversarial Robustness?
  27 Nov 2019 0 repositories listed
• CAMUS: A Framework to Build Formal Specifications for Deep Perception Systems Using Simulators
  25 Nov 2019 0 repositories listed
• Playing it Safe: Adversarial Robustness with an Abstain Option
  25 Nov 2019 0 repositories listed
• Adversarial Robustness of Flow-Based Generative Models
  20 Nov 2019 0 repositories listed
• Finding a human-like classifier
  13 Nov 2019 0 repositories listed
• MadNet: Using a MAD Optimization for Defending Against Adversarial Attacks
  3 Nov 2019 0 repositories listed
• Fault Tolerance of Neural Networks in Adversarial Settings
  30 Oct 2019 0 repositories listed
• Distribution Density, Tails, and Outliers in Machine Learning: Metrics and Applications
  29 Oct 2019 0 repositories listed
• Certified Adversarial Robustness for Deep Reinforcement Learning
  28 Oct 2019 0 repositories listed
• Label Smoothing and Logit Squeezing: A Replacement for Adversarial Training?
  25 Oct 2019 0 repositories listed
• A Useful Taxonomy for Adversarial Robustness of Neural Networks
  23 Oct 2019 0 repositories listed
• Are Perceptually-Aligned Gradients a General Property of Robust Classifiers?
  18 Oct 2019 0 repositories listed
• An empirical study of pretrained representations for few-shot classification
  3 Oct 2019 0 repositories listed
• Impact of Low-bitwidth Quantization on the Adversarial Robustness for Embedded Neural Networks
  27 Sep 2019 0 repositories listed
• Defending Against Adversarial Examples by Regularized Deep Embedding
  25 Sep 2019 0 repositories listed
• ℓ₁ Adversarial Robustness Certificates: a Randomized Smoothing Approach
  25 Sep 2019 0 repositories listed
• Global Adversarial Robustness Guarantees for Neural Networks
  25 Sep 2019 0 repositories listed
• Invariance vs Robustness of Neural Networks
  25 Sep 2019 0 repositories listed
• Power up! Robust Graph Convolutional Network based on Graph Powering
  25 Sep 2019 0 repositories listed
• Scalable Neural Learning for Verifiable Consistency with Temporal Specifications
  25 Sep 2019 0 repositories listed
• SPROUT: Self-Progressing Robust Training
  25 Sep 2019 0 repositories listed
• Towards A Unified Min-Max Framework for Adversarial Exploration and Robustness
  25 Sep 2019 0 repositories listed
• Towards Disentangling Non-Robust and Robust Components in Performance Metric
  25 Sep 2019 0 repositories listed
• Visual Interpretability Alone Helps Adversarial Robustness
  25 Sep 2019 0 repositories listed
• Absum: Simple Regularization Method for Reducing Structural Sensitivity of Convolutional Neural Networks
  19 Sep 2019 0 repositories listed
• Training Robust Deep Neural Networks via Adversarial Noise Propagation
  19 Sep 2019 0 repositories listed
• Interpreting and Improving Adversarial Robustness of Deep Neural Networks with Neuron Sensitivity
  16 Sep 2019 0 repositories listed
• An Empirical Study towards Characterizing Deep Learning Development and Deployment across Different Frameworks and Platforms
  15 Sep 2019 0 repositories listed
• Feedback Learning for Improving the Robustness of Neural Networks
  12 Sep 2019 0 repositories listed
• Towards Model-Agnostic Adversarial Defenses using Adversarially Trained Autoencoders
  12 Sep 2019 0 repositories listed
• Neural Belief Reasoner
  10 Sep 2019 0 repositories listed
• Are Adversarial Robustness and Common Perturbation Robustness Independent Attributes ?
  4 Sep 2019 0 repositories listed
• Adversarial Robustness of Similarity-Based Link Prediction
  3 Sep 2019 0 repositories listed
• Improving Adversarial Robustness via Attention and Adversarial Logit Pairing
  23 Aug 2019 0 repositories listed
• On the Adversarial Robustness of Subspace Learning
  17 Aug 2019 0 repositories listed
• On the Adversarial Robustness of Neural Networks without Weight Transport
  9 Aug 2019 0 repositories listed
• Improved Adversarial Robustness by Reducing Open Space Risk via Tent Activations
  7 Aug 2019 0 repositories listed
• Adversarial Robustness Curves
  31 Jul 2019 0 repositories listed
• Adversarial Test on Learnable Image Encryption
  31 Jul 2019 0 repositories listed
• Understanding Adversarial Robustness: The Trade-off between Minimum and Average Margin
  26 Jul 2019 0 repositories listed
• Understanding Adversarial Robustness Through Loss Landscape Geometries
  22 Jul 2019 0 repositories listed
• Adversarial Robustness through Local Linearization
  4 Jul 2019 0 repositories listed
• Adversarial Robustness via Label-Smoothing
  27 Jun 2019 0 repositories listed
• The Attack Generator: A Systematic Approach Towards Constructing Adversarial Attacks
  17 Jun 2019 0 repositories listed
• Towards Compact and Robust Deep Neural Networks
  14 Jun 2019 0 repositories listed
• Improved Adversarial Robustness via Logit Regularization Methods
  10 Jun 2019 0 repositories listed
• Intriguing properties of adversarial training at scale
  10 Jun 2019 0 repositories listed
• Understanding Adversarial Behavior of DNNs by Disentangling Non-Robust and Robust Components in Performance Metric
  6 Jun 2019 0 repositories listed
• ShieldNets: Defending Against Adversarial Attacks Using Probabilistic Adversarial Robustness
  1 Jun 2019 0 repositories listed
• Better Generalization with Adaptive Adversarial Training
  28 May 2019 0 repositories listed
• Non-Determinism in Neural Networks for Adversarial Robustness
  26 May 2019 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.