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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 15 of 18: papers 1,401 to 1,500 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.

• Does Adversarial Robustness Really Imply Backdoor Vulnerability?
  29 Sep 2021 0 repositories listed
• Efficient Certification for Probabilistic Robustness
  29 Sep 2021 0 repositories listed
• Empirical Study of the Decision Region and Robustness in Deep Neural Networks
  29 Sep 2021 0 repositories listed
• Function-Space Variational Inference for Deep Bayesian Classification
  29 Sep 2021 0 repositories listed
• GARNET: A Spectral Approach to Robust and Scalable Graph Neural Networks
  29 Sep 2021 0 repositories listed
• k-Mixup Regularization for Deep Learning via Optimal Transport
  29 Sep 2021 0 repositories listed
• Learning Sample Reweighting for Adversarial Robustness
  29 Sep 2021 0 repositories listed
• Provably Robust Transfer
  29 Sep 2021 0 repositories listed
• Resilience to Multiple Attacks via Adversarially Trained MIMO Ensembles
  29 Sep 2021 0 repositories listed
• Towards Achieving Adversarial Robustness Beyond Perceptual Limits
  29 Sep 2021 0 repositories listed
• Use of small auxiliary networks and scarce data to improve the adversarial robustness of deep learning models
  29 Sep 2021 0 repositories listed
• Robust Physical-World Attacks on Face Recognition
  20 Sep 2021 0 repositories listed
• Adversarial Bone Length Attack on Action Recognition
  13 Sep 2021 0 repositories listed
• 2-in-1 Accelerator: Enabling Random Precision Switch for Winning Both Adversarial Robustness and Efficiency
  11 Sep 2021 0 repositories listed
• Utilizing Adversarial Targeted Attacks to Boost Adversarial Robustness
  4 Sep 2021 0 repositories listed
• Adversarial Robustness for Unsupervised Domain Adaptation
  2 Sep 2021 0 repositories listed
• Impact of Attention on Adversarial Robustness of Image Classification Models
  2 Sep 2021 0 repositories listed
• Sample Efficient Detection and Classification of Adversarial Attacks via Self-Supervised Embeddings
  30 Aug 2021 0 repositories listed
• Understanding the Logit Distributions of Adversarially-Trained Deep Neural Networks
  26 Aug 2021 0 repositories listed
• Bridged Adversarial Training
  25 Aug 2021 0 repositories listed
• Adversarial Robustness of Deep Learning: Theory, Algorithms, and Applications
  24 Aug 2021 0 repositories listed
• SegMix: Co-occurrence Driven Mixup for Semantic Segmentation and Adversarial Robustness
  23 Aug 2021 0 repositories listed
• ASAT: Adaptively Scaled Adversarial Training in Time Series
  20 Aug 2021 0 repositories listed
• STAR: Noisy Semi-Supervised Transfer Learning for Visual Classification
  18 Aug 2021 0 repositories listed
• Neural Architecture Dilation for Adversarial Robustness
  16 Aug 2021 0 repositories listed
• On the Effect of Pruning on Adversarial Robustness
  10 Aug 2021 0 repositories listed
• Robust Transfer Learning with Pretrained Language Models through Adapters
  5 Aug 2021 0 repositories listed
• Towards Adversarially Robust and Domain Generalizable Stereo Matching by Rethinking DNN Feature Backbones
  31 Jul 2021 0 repositories listed
• Who's Afraid of Thomas Bayes?
  30 Jul 2021 0 repositories listed
• Robust Explainability: A Tutorial on Gradient-Based Attribution Methods for Deep Neural Networks
  23 Jul 2021 0 repositories listed
• AdvFilter: Predictive Perturbation-aware Filtering against Adversarial Attack via Multi-domain Learning
  14 Jul 2021 0 repositories listed
• A Closer Look at the Adversarial Robustness of Information Bottleneck Models
  12 Jul 2021 0 repositories listed
• Perceptual-based deep-learning denoiser as a defense against adversarial attacks on ASR systems
  12 Jul 2021 0 repositories listed
• Generalization Error Analysis of Neural networks with Gradient Based Regularization
  6 Jul 2021 0 repositories listed
• GradDiv: Adversarial Robustness of Randomized Neural Networks via Gradient Diversity Regularization
  6 Jul 2021 0 repositories listed
• Adversarial Robustness of Probabilistic Network Embedding for Link Prediction
  5 Jul 2021 0 repositories listed
• Adversarial Robustness of Streaming Algorithms through Importance Sampling
  28 Jun 2021 0 repositories listed
• Multi-stage Optimization based Adversarial Training
  26 Jun 2021 0 repositories listed
• On the (Un-)Avoidability of Adversarial Examples
  24 Jun 2021 0 repositories listed
• On Adversarial Robustness of Synthetic Code Generation
  22 Jun 2021 0 repositories listed
• NCIS: Neural Contextual Iterative Smoothing for Purifying Adversarial Perturbations
  22 Jun 2021 0 repositories listed
• Policy Smoothing for Provably Robust Reinforcement Learning
  21 Jun 2021 0 repositories listed
• Analyzing Adversarial Robustness of Deep Neural Networks in Pixel Space: a Semantic Perspective
  18 Jun 2021 0 repositories listed
• Attacking Graph Classification via Bayesian Optimisation
  18 Jun 2021 0 repositories listed
• Less is More: Feature Selection for Adversarial Robustness with Compressive Counter-Adversarial Attacks
  18 Jun 2021 0 repositories listed
• Residual Error: a New Performance Measure for Adversarial Robustness
  18 Jun 2021 0 repositories listed
• SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Adversarial Robustness
  18 Jun 2021 0 repositories listed
• Algorithmic Bias and Data Bias: Understanding the Relation between Distributionally Robust Optimization and Data Curation
  17 Jun 2021 0 repositories listed
• Towards Adversarial Robustness via Transductive Learning
  15 Jun 2021 0 repositories listed
• ATRAS: Adversarially Trained Robust Architecture Search
  13 Jun 2021 0 repositories listed
• Understanding the Interplay between Privacy and Robustness in Federated Learning
  13 Jun 2021 0 repositories listed
• Corruption-Robust Offline Reinforcement Learning
  11 Jun 2021 0 repositories listed
• An Ensemble Approach Towards Adversarial Robustness
  10 Jun 2021 0 repositories listed
• Improving White-box Robustness of Pre-processing Defenses via Joint Adversarial Training
  10 Jun 2021 0 repositories listed
• Towards Defending against Adversarial Examples via Attack-Invariant Features
  9 Jun 2021 0 repositories listed
• Towards the Memorization Effect of Neural Networks in Adversarial Training
  9 Jun 2021 0 repositories listed
• RoSearch: Search for Robust Student Architectures When Distilling Pre-trained Language Models
  7 Jun 2021 0 repositories listed
• A Primer on Multi-Neuron Relaxation-based Adversarial Robustness Certification
  6 Jun 2021 0 repositories listed
• Improving the Adversarial Robustness for Speaker Verification by Self-Supervised Learning
  1 Jun 2021 0 repositories listed
• Certified Robustness to Word Substitution Attack with Differential Privacy
  1 Jun 2021 0 repositories listed
• Variational Autoencoders: A Harmonic Perspective
  31 May 2021 0 repositories listed
• Demotivate adversarial defense in remote sensing
  28 May 2021 0 repositories listed
• Robust Regularization with Adversarial Labelling of Perturbed Samples
  28 May 2021 0 repositories listed
• Deep Repulsive Prototypes for Adversarial Robustness
  26 May 2021 0 repositories listed
• Practical Convex Formulation of Robust One-hidden-layer Neural Network Training
  25 May 2021 0 repositories listed
• Adversarial Examples for k-Nearest Neighbor Classifiers Based on Higher-Order Voronoi Diagrams
  21 May 2021 0 repositories listed
• Adversarial examples attack based on random warm restart mechanism and improved Nesterov momentum
  10 May 2021 0 repositories listed
• Efficiency-driven Hardware Optimization for Adversarially Robust Neural Networks
  9 May 2021 0 repositories listed
• Dynamic Defense Approach for Adversarial Robustness in Deep Neural Networks via Stochastic Ensemble Smoothed Model
  6 May 2021 0 repositories listed
• A Finer Calibration Analysis for Adversarial Robustness
  4 May 2021 0 repositories listed
• On the Adversarial Robustness of Quantized Neural Networks
  1 May 2021 0 repositories listed
• Impact of Spatial Frequency Based Constraints on Adversarial Robustness
  26 Apr 2021 0 repositories listed
• Robust Certification for Laplace Learning on Geometric Graphs
  22 Apr 2021 0 repositories listed
• Mixture of Robust Experts (MoRE):A Robust Denoising Method towards multiple perturbations
  21 Apr 2021 0 repositories listed Syntology 5 ran (of which 3 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Calibration and Consistency of Adversarial Surrogate Losses
  19 Apr 2021 0 repositories listed
• Removing Adversarial Noise in Class Activation Feature Space
  19 Apr 2021 0 repositories listed
• Improved Branch and Bound for Neural Network Verification via Lagrangian Decomposition
  14 Apr 2021 0 repositories listed
• Relating Adversarially Robust Generalization to Flat Minima
  9 Apr 2021 0 repositories listed
• Universal Adversarial Training with Class-Wise Perturbations
  7 Apr 2021 0 repositories listed
• Robust Adversarial Classification via Abstaining
  6 Apr 2021 0 repositories listed
• Adversarial Attacks and Defenses for Speech Recognition Systems
  31 Mar 2021 0 repositories listed
• Class-Aware Robust Adversarial Training for Object Detection
  30 Mar 2021 0 repositories listed
• Learning Lipschitz Feedback Policies from Expert Demonstrations: Closed-Loop Guarantees, Generalization and Robustness
  30 Mar 2021 0 repositories listed
• Ensemble-in-One: Learning Ensemble within Random Gated Networks for Enhanced Adversarial Robustness
  27 Mar 2021 0 repositories listed
• Reframing Neural Networks: Deep Structure in Overcomplete Representations
  10 Mar 2021 0 repositories listed
• Constrained Learning with Non-Convex Losses
  8 Mar 2021 0 repositories listed
• Improving Transformation-based Defenses against Adversarial Examples with First-order Perturbations
  8 Mar 2021 0 repositories listed
• Improving Global Adversarial Robustness Generalization With Adversarially Trained GAN
  8 Mar 2021 0 repositories listed
• Structure-Preserving Progressive Low-rank Image Completion for Defending Adversarial Attacks
  4 Mar 2021 0 repositories listed
• Evaluating the Robustness of Geometry-Aware Instance-Reweighted Adversarial Training
  2 Mar 2021 0 repositories listed
• Smoothness Analysis of Adversarial Training
  2 Mar 2021 0 repositories listed
• A Multiclass Boosting Framework for Achieving Fast and Provable Adversarial Robustness
  1 Mar 2021 0 repositories listed
• Adversarial Information Bottleneck
  28 Feb 2021 0 repositories listed
• Towards Robust Graph Contrastive Learning
  25 Feb 2021 0 repositories listed
• Non-Singular Adversarial Robustness of Neural Networks
  23 Feb 2021 0 repositories listed
• The Effects of Image Distribution and Task on Adversarial Robustness
  21 Feb 2021 0 repositories listed
• Random Projections for Improved Adversarial Robustness
  18 Feb 2021 0 repositories listed
• Improving Hierarchical Adversarial Robustness of Deep Neural Networks
  17 Feb 2021 0 repositories listed
• And/or trade-off in artificial neurons: impact on adversarial robustness
  15 Feb 2021 0 repositories listed
• CAP-GAN: Towards Adversarial Robustness with Cycle-consistent Attentional Purification
  15 Feb 2021 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.