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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 12 of 18: papers 1,101 to 1,200 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.

• Promoting Robustness of Randomized Smoothing: Two Cost-Effective Approaches
  11 Oct 2023 0 repositories listed
• A Geometrical Approach to Evaluate the Adversarial Robustness of Deep Neural Networks
  10 Oct 2023 0 repositories listed
• Investigating the Adversarial Robustness of Density Estimation Using the Probability Flow ODE
  10 Oct 2023 0 repositories listed
• PAC-Bayesian Spectrally-Normalized Bounds for Adversarially Robust Generalization
  9 Oct 2023 0 repositories listed
• Variance Reduced Halpern Iteration for Finite-Sum Monotone Inclusions
  4 Oct 2023 0 repositories listed
• AutoLoRa: A Parameter-Free Automated Robust Fine-Tuning Framework
  3 Oct 2023 0 repositories listed
• Can Language Models be Instructed to Protect Personal Information?
  3 Oct 2023 0 repositories listed
• Understanding Robust Overfitting from the Feature Generalization Perspective
  1 Oct 2023 0 repositories listed
• Intrinsic Biologically Plausible Adversarial Robustness
  29 Sep 2023 0 repositories listed
• Adversarial Examples Might be Avoidable: The Role of Data Concentration in Adversarial Robustness
  28 Sep 2023 0 repositories listed
• On the Trade-offs between Adversarial Robustness and Actionable Explanations
  28 Sep 2023 0 repositories listed
• Improving Robustness of Deep Convolutional Neural Networks via Multiresolution Learning
  24 Sep 2023 0 repositories listed
• RBFormer: Improve Adversarial Robustness of Transformer by Robust Bias
  23 Sep 2023 0 repositories listed
• VIC-KD: Variance-Invariance-Covariance Knowledge Distillation to Make Keyword Spotting More Robust Against Adversarial Attacks
  22 Sep 2023 0 repositories listed
• Evaluating Adversarial Robustness with Expected Viable Performance
  18 Sep 2023 0 repositories listed
• Exploring Robust Features for Improving Adversarial Robustness
  9 Sep 2023 0 repositories listed
• RobustEdge: Low Power Adversarial Detection for Cloud-Edge Systems
  5 Sep 2023 0 repositories listed
• Advancing Adversarial Robustness Through Adversarial Logit Update
  29 Aug 2023 0 repositories listed
• Measuring the Effect of Causal Disentanglement on the Adversarial Robustness of Neural Network Models
  21 Aug 2023 0 repositories listed
• Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces
  17 Aug 2023 0 repositories listed
• Benchmarking Adversarial Robustness of Compressed Deep Learning Models
  16 Aug 2023 0 repositories listed
• Enhancing the Antidote: Improved Pointwise Certifications against Poisoning Attacks
  15 Aug 2023 0 repositories listed
• Improving Performance of Semi-Supervised Learning by Adversarial Attacks
  8 Aug 2023 0 repositories listed
• Exploring the Physical World Adversarial Robustness of Vehicle Detection
  7 Aug 2023 0 repositories listed
• Fixed Inter-Neuron Covariability Induces Adversarial Robustness
  7 Aug 2023 0 repositories listed
• RobustMQ: Benchmarking Robustness of Quantized Models
  4 Aug 2023 0 repositories listed
• Dynamic ensemble selection based on Deep Neural Network Uncertainty Estimation for Adversarial Robustness
  1 Aug 2023 0 repositories listed
• Robust Linear Regression: Phase-Transitions and Precise Tradeoffs for General Norms
  1 Aug 2023 0 repositories listed
• Towards Trustworthy and Aligned Machine Learning: A Data-centric Survey with Causality Perspectives
  31 Jul 2023 0 repositories listed
• Exploring the Sharpened Cosine Similarity
  25 Jul 2023 0 repositories listed
• On the unreasonable vulnerability of transformers for image restoration -- and an easy fix
  25 Jul 2023 0 repositories listed
• Homophily-Driven Sanitation View for Robust Graph Contrastive Learning
  24 Jul 2023 0 repositories listed
• A Holistic Assessment of the Reliability of Machine Learning Systems
  20 Jul 2023 0 repositories listed
• Min-Max Optimization under Delays
  13 Jul 2023 0 repositories listed
• Function-Space Regularization for Deep Bayesian Classification
  12 Jul 2023 0 repositories listed
• A unifying framework for differentially private quantum algorithms
  10 Jul 2023 0 repositories listed
• A Theoretical Perspective on Subnetwork Contributions to Adversarial Robustness
  7 Jul 2023 0 repositories listed
• Kernels, Data & Physics
  5 Jul 2023 0 repositories listed
• On the Adversarial Robustness of Generative Autoencoders in the Latent Space
  5 Jul 2023 0 repositories listed
• Transgressing the boundaries: towards a rigorous understanding of deep learning and its (non-)robustness
  5 Jul 2023 0 repositories listed
• The Importance of Robust Features in Mitigating Catastrophic Forgetting
  29 Jun 2023 0 repositories listed
• A Survey on Out-of-Distribution Evaluation of Neural NLP Models
  27 Jun 2023 0 repositories listed
• Advancing Adversarial Training by Injecting Booster Signal
  27 Jun 2023 0 repositories listed
• Robust Proxy: Improving Adversarial Robustness by Robust Proxy Learning
  27 Jun 2023 0 repositories listed
• A Spectral Perspective towards Understanding and Improving Adversarial Robustness
  25 Jun 2023 0 repositories listed
• On Evaluating the Adversarial Robustness of Semantic Segmentation Models
  25 Jun 2023 0 repositories listed
• Anticipatory Thinking Challenges in Open Worlds: Risk Management
  22 Jun 2023 0 repositories listed
• Towards quantum enhanced adversarial robustness in machine learning
  22 Jun 2023 0 repositories listed
• A Comprehensive Study on the Robustness of Image Classification and Object Detection in Remote Sensing: Surveying and Benchmarking
  21 Jun 2023 0 repositories listed
• DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models
  20 Jun 2023 0 repositories listed
• Eight challenges in developing theory of intelligence
  20 Jun 2023 0 repositories listed
• Revisiting and Advancing Adversarial Training Through A Simple Baseline
  13 Jun 2023 0 repositories listed
• Faithful Knowledge Distillation
  7 Jun 2023 0 repositories listed
• Adversarial alignment: Breaking the trade-off between the strength of an attack and its relevance to human perception
  5 Jun 2023 0 repositories listed
• Evaluating robustness of support vector machines with the Lagrangian dual approach
  5 Jun 2023 0 repositories listed
• Robust low-rank training via approximate orthonormal constraints
  2 Jun 2023 0 repositories listed
• Adversarial Robustness in Unsupervised Machine Learning: A Systematic Review
  1 Jun 2023 0 repositories listed
• Exploiting Explainability to Design Adversarial Attacks and Evaluate Attack Resilience in Hate-Speech Detection Models
  29 May 2023 0 repositories listed
• Backdoor Attacks Against Incremental Learners: An Empirical Evaluation Study
  28 May 2023 0 repositories listed
• Two Heads are Better than One: Towards Better Adversarial Robustness by Combining Transduction and Rejection
  27 May 2023 0 repositories listed
• Don't Retrain, Just Rewrite: Countering Adversarial Perturbations by Rewriting Text
  25 May 2023 0 repositories listed
• IDEA: Invariant Defense for Graph Adversarial Robustness
  25 May 2023 0 repositories listed
• AdvFunMatch: When Consistent Teaching Meets Adversarial Robustness
  24 May 2023 0 repositories listed
• Non-adversarial Robustness of Deep Learning Methods for Computer Vision
  24 May 2023 0 repositories listed
• Adversarial Amendment is the Only Force Capable of Transforming an Enemy into a Friend
  18 May 2023 0 repositories listed
• Raising the Bar for Certified Adversarial Robustness with Diffusion Models
  17 May 2023 0 repositories listed
• Iterative Adversarial Attack on Image-guided Story Ending Generation
  16 May 2023 0 repositories listed
• Releasing Inequality Phenomena in L_∞-Adversarial Training via Input Gradient Distillation
  16 May 2023 0 repositories listed
• Stochastic Security as a Performance Metric for Quantum-enhanced Generative AI
  13 May 2023 0 repositories listed
• Physical-layer Adversarial Robustness for Deep Learning-based Semantic Communications
  12 May 2023 0 repositories listed
• Inter-frame Accelerate Attack against Video Interpolation Models
  11 May 2023 0 repositories listed
• Attack-SAM: Towards Attacking Segment Anything Model With Adversarial Examples
  1 May 2023 0 repositories listed
• Revisiting Robustness in Graph Machine Learning
  1 May 2023 0 repositories listed
• Improving Robustness Against Adversarial Attacks with Deeply Quantized Neural Networks
  25 Apr 2023 0 repositories listed
• Lyapunov-Stable Deep Equilibrium Models
  25 Apr 2023 0 repositories listed
• Test-Time Adaptation with Perturbation Consistency Learning
  25 Apr 2023 0 repositories listed
• Evaluating Adversarial Robustness on Document Image Classification
  24 Apr 2023 0 repositories listed
• Robust Tickets Can Transfer Better: Drawing More Transferable Subnetworks in Transfer Learning
  24 Apr 2023 0 repositories listed
• Robust and differentially private stochastic linear bandits
  23 Apr 2023 0 repositories listed
• Wavelets Beat Monkeys at Adversarial Robustness
  19 Apr 2023 0 repositories listed
• Cross-Entropy Loss Functions: Theoretical Analysis and Applications
  14 Apr 2023 0 repositories listed
• Benchmarking the Physical-world Adversarial Robustness of Vehicle Detection
  11 Apr 2023 0 repositories listed
• CGDTest: A Constrained Gradient Descent Algorithm for Testing Neural Networks
  4 Apr 2023 0 repositories listed
• Towards Adversarially Robust Continual Learning
  31 Mar 2023 0 repositories listed
• Beyond Empirical Risk Minimization: Local Structure Preserving Regularization for Improving Adversarial Robustness
  29 Mar 2023 0 repositories listed
• Denoising Autoencoder-based Defensive Distillation as an Adversarial Robustness Algorithm
  28 Mar 2023 0 repositories listed
• Adversarial Robustness and Feature Impact Analysis for Driver Drowsiness Detection
  23 Mar 2023 0 repositories listed
• Optimization and Optimizers for Adversarial Robustness
  23 Mar 2023 0 repositories listed
• Reliable and Efficient Evaluation of Adversarial Robustness for Deep Hashing-Based Retrieval
  22 Mar 2023 0 repositories listed
• Out of Thin Air: Exploring Data-Free Adversarial Robustness Distillation
  21 Mar 2023 0 repositories listed
• Bridging Optimal Transport and Jacobian Regularization by Optimal Trajectory for Enhanced Adversarial Defense
  21 Mar 2023 0 repositories listed
• GNN-Ensemble: Towards Random Decision Graph Neural Networks
  20 Mar 2023 0 repositories listed
• It Is All About Data: A Survey on the Effects of Data on Adversarial Robustness
  17 Mar 2023 0 repositories listed
• Improving Adversarial Robustness with Hypersphere Embedding and Angular-based Regularizations
  15 Mar 2023 0 repositories listed
• Robustness-preserving Lifelong Learning via Dataset Condensation
  7 Mar 2023 0 repositories listed
• Adversarial Attacks on Machine Learning in Embedded and IoT Platforms
  3 Mar 2023 0 repositories listed
• The Double-Edged Sword of Implicit Bias: Generalization vs. Robustness in ReLU Networks
  2 Mar 2023 0 repositories listed
• A Comprehensive Study on Robustness of Image Classification Models: Benchmarking and Rethinking
  28 Feb 2023 0 repositories listed
• SMoA: Sparse Mixture of Adapters to Mitigate Multiple Dataset Biases
  28 Feb 2023 0 repositories listed
• Randomness in ML Defenses Helps Persistent Attackers and Hinders Evaluators
  27 Feb 2023 0 repositories listed