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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 14 of 18: papers 1,301 to 1,400 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.

• Semi-supervised Semantics-guided Adversarial Training for Trajectory Prediction
  27 May 2022 0 repositories listed
• Functional Network: A Novel Framework for Interpretability of Deep Neural Networks
  24 May 2022 0 repositories listed
• Exploiting the Relationship Between Kendall's Rank Correlation and Cosine Similarity for Attribution Protection
  15 May 2022 0 repositories listed
• Can collaborative learning be private, robust and scalable?
  5 May 2022 0 repositories listed
• Structural Extensions of Basis Pursuit: Guarantees on Adversarial Robustness
  5 May 2022 0 repositories listed
• CE-based white-box adversarial attacks will not work using super-fitting
  4 May 2022 0 repositories listed
• Rethinking Classifier and Adversarial Attack
  4 May 2022 0 repositories listed
• MIRST-DM: Multi-Instance RST with Drop-Max Layer for Robust Classification of Breast Cancer
  2 May 2022 0 repositories listed
• Towards Adversarially Robust Text Classifiers by Learning to Reweight Clean Examples
  1 May 2022 0 repositories listed
• Adversarial Fine-tune with Dynamically Regulated Adversary
  28 Apr 2022 0 repositories listed
• On Fragile Features and Batch Normalization in Adversarial Training
  26 Apr 2022 0 repositories listed
• Testing robustness of predictions of trained classifiers against naturally occurring perturbations
  21 Apr 2022 0 repositories listed
• Revisiting the Adversarial Robustness-Accuracy Tradeoff in Robot Learning
  15 Apr 2022 0 repositories listed
• From Environmental Sound Representation to Robustness of 2D CNN Models Against Adversarial Attacks
  14 Apr 2022 0 repositories listed
• Planting Undetectable Backdoors in Machine Learning Models
  14 Apr 2022 0 repositories listed
• Q-TART: Quickly Training for Adversarial Robustness and in-Transferability
  14 Apr 2022 0 repositories listed
• A Simple Approach to Adversarial Robustness in Few-shot Image Classification
  11 Apr 2022 0 repositories listed
• Evaluating the Adversarial Robustness for Fourier Neural Operators
  8 Apr 2022 0 repositories listed
• Hear No Evil: Towards Adversarial Robustness of Automatic Speech Recognition via Multi-Task Learning
  5 Apr 2022 0 repositories listed
• Scalable Whitebox Attacks on Tree-based Models
  31 Mar 2022 0 repositories listed
• On the (Non-)Robustness of Two-Layer Neural Networks in Different Learning Regimes
  22 Mar 2022 0 repositories listed
• Generalized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness
  15 Mar 2022 0 repositories listed
• Defending From Physically-Realizable Adversarial Attacks Through Internal Over-Activation Analysis
  14 Mar 2022 0 repositories listed
• On the benefits of knowledge distillation for adversarial robustness
  14 Mar 2022 0 repositories listed
• Perception Over Time: Temporal Dynamics for Robust Image Understanding
  11 Mar 2022 0 repositories listed
• Hybrid Deep Learning Model using SPCAGAN Augmentation for Insider Threat Analysis
  6 Mar 2022 0 repositories listed
• Adversarial robustness of sparse local Lipschitz predictors
  26 Feb 2022 0 repositories listed
• Semi-Implicit Hybrid Gradient Methods with Application to Adversarial Robustness
  21 Feb 2022 0 repositories listed
• Mitigating Closed-model Adversarial Examples with Bayesian Neural Modeling for Enhanced End-to-End Speech Recognition
  17 Feb 2022 0 repositories listed
• Holistic Adversarial Robustness of Deep Learning Models
  15 Feb 2022 0 repositories listed
• StratDef: Strategic Defense Against Adversarial Attacks in ML-based Malware Detection
  15 Feb 2022 0 repositories listed
• Unreasonable Effectiveness of Last Hidden Layer Activations for Adversarial Robustness
  15 Feb 2022 0 repositories listed
• Finding Dynamics Preserving Adversarial Winning Tickets
  14 Feb 2022 0 repositories listed
• Unlabeled Data Help: Minimax Analysis and Adversarial Robustness
  14 Feb 2022 0 repositories listed
• Boosting Barely Robust Learners: A New Perspective on Adversarial Robustness
  11 Feb 2022 0 repositories listed
• D4: Detection of Adversarial Diffusion Deepfakes Using Disjoint Ensembles
  11 Feb 2022 0 repositories listed
• Deadwooding: Robust Global Pruning for Deep Neural Networks
  10 Feb 2022 0 repositories listed
• Optimized Potential Initialization for Low-latency Spiking Neural Networks
  3 Feb 2022 0 repositories listed
• Adversarial Robustness in Deep Learning: Attacks on Fragile Neurons
  31 Jan 2022 0 repositories listed
• The Many Faces of Adversarial Risk
  22 Jan 2022 0 repositories listed
• Unveiling Project-Specific Bias in Neural Code Models
  19 Jan 2022 0 repositories listed
• Tools and Practices for Responsible AI Engineering
  14 Jan 2022 0 repositories listed
• Towards Adversarially Robust Deep Image Denoising
  12 Jan 2022 0 repositories listed
• GenLabel: Mixup Relabeling using Generative Models
  7 Jan 2022 0 repositories listed
• Rethinking Feature Uncertainty in Stochastic Neural Networks for Adversarial Robustness
  1 Jan 2022 0 repositories listed
• Improving the Behaviour of Vision Transformers with Token-consistent Stochastic Layers
  30 Dec 2021 0 repositories listed
• Associative Adversarial Learning Based on Selective Attack
  28 Dec 2021 0 repositories listed
• Perlin Noise Improve Adversarial Robustness
  26 Dec 2021 0 repositories listed
• Understanding and Measuring Robustness of Multimodal Learning
  22 Dec 2021 0 repositories listed
• Improving Robustness with Image Filtering
  21 Dec 2021 0 repositories listed
• Certified Federated Adversarial Training
  20 Dec 2021 0 repositories listed
• Spatial-Temporal-Fusion BNN: Variational Bayesian Feature Layer
  12 Dec 2021 0 repositories listed
• Robustness Certificates for Implicit Neural Networks: A Mixed Monotone Contractive Approach
  10 Dec 2021 0 repositories listed
• SNEAK: Synonymous Sentences-Aware Adversarial Attack on Natural Language Video Localization
  8 Dec 2021 0 repositories listed
• On the Existence of the Adversarial Bayes Classifier (Extended Version)
  3 Dec 2021 0 repositories listed
• Adversarial Robustness of Deep Reinforcement Learning based Dynamic Recommender Systems
  2 Dec 2021 0 repositories listed
• Is Approximation Universally Defensive Against Adversarial Attacks in Deep Neural Networks?
  2 Dec 2021 0 repositories listed
• Adversarial Robustness without Adversarial Training: A Teacher-Guided Curriculum Learning Approach
  1 Dec 2021 0 repositories listed
• Adversarially Robust 3D Point Cloud Recognition Using Self-Supervisions
  1 Dec 2021 0 repositories listed
• Certified Adversarial Defenses Meet Out-of-Distribution Corruptions: Benchmarking Robustness and Simple Baselines
  1 Dec 2021 0 repositories listed
• Clustering Effect of Adversarial Robust Models
  1 Dec 2021 0 repositories listed
• Exponential Separation between Two Learning Models and Adversarial Robustness
  1 Dec 2021 0 repositories listed
• Formalizing Generalization and Adversarial Robustness of Neural Networks to Weight Perturbations
  1 Dec 2021 0 repositories listed
• On the Existence of The Adversarial Bayes Classifier
  1 Dec 2021 0 repositories listed
• Push Stricter to Decide Better: A Class-Conditional Feature Adaptive Framework for Improving Adversarial Robustness
  1 Dec 2021 0 repositories listed
• Robustness between the worst and average case
  1 Dec 2021 0 repositories listed
• A Systematic Review of Robustness in Deep Learning for Computer Vision: Mind the gap?
  1 Dec 2021 0 repositories listed
• Towards Stable and Robust AdderNets
  1 Dec 2021 0 repositories listed
• Adversarial Examples on Segmentation Models Can be Easy to Transfer
  22 Nov 2021 0 repositories listed
• Heterogeneous Architecture Search Approach within Adversarial Dynamic Defense Framework
  22 Nov 2021 0 repositories listed
• Provable Defense Against Clustering Attacks on 3D Point Clouds
  22 Nov 2021 0 repositories listed
• Revisiting Adversarial Robustness of Classifiers With a Reject Option
  22 Nov 2021 0 repositories listed
• The Diversity Metrics of Sub-models based on SVD of Jacobians for Ensembles Adversarial Robustness
  22 Nov 2021 0 repositories listed
• Flooding-X: Improving BERT's Resistance to Adversarial Attacks via Loss-Restricted Fine-Tuning
  16 Nov 2021 0 repositories listed
• Removing Out-of-Distribution Data Improves Adversarial Robustness
  16 Nov 2021 0 repositories listed
• Tightening the Approximation Error of Adversarial Risk with Auto Loss Function Search
  9 Nov 2021 0 repositories listed
• Characterizing the adversarial vulnerability of speech self-supervised learning
  8 Nov 2021 0 repositories listed
• Pareto Adversarial Robustness: Balancing Spatial Robustness and Sensitivity-based Robustness
  3 Nov 2021 0 repositories listed
• How to Select One Among All ? An Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding
  1 Nov 2021 0 repositories listed
• Adversarial Robustness with Semi-Infinite Constrained Learning
  29 Oct 2021 0 repositories listed
• Binarized ResNet: Enabling Robust Automatic Modulation Classification at the resource-constrained Edge
  27 Oct 2021 0 repositories listed
• A Frequency Perspective of Adversarial Robustness
  26 Oct 2021 0 repositories listed
• How and When Adversarial Robustness Transfers in Knowledge Distillation?
  22 Oct 2021 0 repositories listed
• Generalization of Neural Combinatorial Solvers Through the Lens of Adversarial Robustness
  21 Oct 2021 0 repositories listed
• On the Sensitivity and Stability of Model Interpretations
  16 Oct 2021 0 repositories listed
• A Framework for Verification of Wasserstein Adversarial Robustness
  13 Oct 2021 0 repositories listed
• Model-Agnostic Meta-Attack: Towards Reliable Evaluation of Adversarial Robustness
  13 Oct 2021 0 repositories listed
• Are models trained on temporally-continuous data streams more adversarially robust?
  12 Oct 2021 0 repositories listed
• Evaluating the Adversarial Robustness of a Foveated Texture Transform Module in a CNN
  12 Oct 2021 0 repositories listed
• Parameterizing Activation Functions for Adversarial Robustness
  11 Oct 2021 0 repositories listed
• Adversarial Training for Face Recognition Systems using Contrastive Adversarial Learning and Triplet Loss Fine-tuning
  9 Oct 2021 0 repositories listed
• Adversarial Robustness of Program Synthesis Models
  8 Oct 2021 0 repositories listed
• Observations on K-image Expansion of Image-Mixing Augmentation for Classification
  8 Oct 2021 0 repositories listed
• Improving Adversarial Robustness for Free with Snapshot Ensemble
  7 Oct 2021 0 repositories listed
• Adversarial Robustness via Adaptive Label Smoothing
  29 Sep 2021 0 repositories listed
• An Empirical Study of Accuracy, Fairness, Explainability, Distributional Robustness, and Adversarial Robustness
  29 Sep 2021 0 repositories listed
• Biased Multi-Domain Adversarial Training
  29 Sep 2021 0 repositories listed
• Certified Adversarial Robustness Under the Bounded Support Set
  29 Sep 2021 0 repositories listed
• Delving into Feature Space: Improving Adversarial Robustness by Feature Spectral Regularization
  29 Sep 2021 0 repositories listed
• Dissecting Local Properties of Adversarial Examples
  29 Sep 2021 0 repositories listed