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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 11 of 18: papers 1,001 to 1,100 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.

• Adversarial Robustness Guarantees for Quantum Classifiers
  16 May 2024 0 repositories listed
• Distance-Restricted Explanations: Theoretical Underpinnings & Efficient Implementation
  14 May 2024 0 repositories listed
• SpeechGuard: Exploring the Adversarial Robustness of Multimodal Large Language Models
  14 May 2024 0 repositories listed
• On the Adversarial Robustness of Learning-based Image Compression Against Rate-Distortion Attacks
  13 May 2024 0 repositories listed
• Evaluating Adversarial Robustness in the Spatial Frequency Domain
  10 May 2024 0 repositories listed
• Assessing Adversarial Robustness of Large Language Models: An Empirical Study
  4 May 2024 0 repositories listed
• Robust Decentralized Learning with Local Updates and Gradient Tracking
  2 May 2024 0 repositories listed
• Certified Adversarial Robustness of Machine Learning-based Malware Detectors via (De)Randomized Smoothing
  1 May 2024 0 repositories listed
• PAODING: A High-fidelity Data-free Pruning Toolkit for Debloating Pre-trained Neural Networks
  30 Apr 2024 0 repositories listed
• Attacking Bayes: On the Adversarial Robustness of Bayesian Neural Networks
  27 Apr 2024 0 repositories listed
• A Comparative Analysis of Adversarial Robustness for Quantum and Classical Machine Learning Models
  24 Apr 2024 0 repositories listed
• Fermi-Bose Machine achieves both generalization and adversarial robustness
  21 Apr 2024 0 repositories listed
• GenFighter: A Generative and Evolutive Textual Attack Removal
  17 Apr 2024 0 repositories listed
• A Survey of Neural Network Robustness Assessment in Image Recognition
  12 Apr 2024 0 repositories listed
• Struggle with Adversarial Defense? Try Diffusion
  12 Apr 2024 0 repositories listed
• Adversarial Robustness of Distilled and Pruned Deep Learning-based Wireless Classifiers
  11 Apr 2024 0 repositories listed
• Logit Calibration and Feature Contrast for Robust Federated Learning on Non-IID Data
  10 Apr 2024 0 repositories listed
• Investigating the Impact of Quantization on Adversarial Robustness
  8 Apr 2024 0 repositories listed
• Out-of-Distribution Data: An Acquaintance of Adversarial Examples -- A Survey
  8 Apr 2024 0 repositories listed
• DiffuseMix: Label-Preserving Data Augmentation with Diffusion Models
  5 Apr 2024 0 repositories listed
• Evaluating Adversarial Robustness: A Comparison Of FGSM, Carlini-Wagner Attacks, And The Role of Distillation as Defense Mechanism
  5 Apr 2024 0 repositories listed
• Meta Invariance Defense Towards Generalizable Robustness to Unknown Adversarial Attacks
  4 Apr 2024 0 repositories listed
• On Extending the Automatic Test Markup Language (ATML) for Machine Learning
  4 Apr 2024 0 repositories listed
• On Inherent Adversarial Robustness of Active Vision Systems
  29 Mar 2024 0 repositories listed
• Scalable Lipschitz Estimation for CNNs
  27 Mar 2024 0 repositories listed
• Towards Sustainable SecureML: Quantifying Carbon Footprint of Adversarial Machine Learning
  27 Mar 2024 0 repositories listed
• Ensemble Adversarial Defense via Integration of Multiple Dispersed Low Curvature Models
  25 Mar 2024 0 repositories listed
• Certified Robustness to Clean-Label Poisoning Using Diffusion Denoising
  18 Mar 2024 0 repositories listed
• Improving Adversarial Transferability of Vision-Language Pre-training Models through Collaborative Multimodal Interaction
  16 Mar 2024 0 repositories listed
• Benchmarking Adversarial Robustness of Image Shadow Removal with Shadow-adaptive Attacks
  15 Mar 2024 0 repositories listed
• Robust Subgraph Learning by Monitoring Early Training Representations
  14 Mar 2024 0 repositories listed
• Soften to Defend: Towards Adversarial Robustness via Self-Guided Label Refinement
  14 Mar 2024 0 repositories listed
• Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning
  11 Mar 2024 0 repositories listed
• Exploring the Adversarial Frontier: Quantifying Robustness via Adversarial Hypervolume
  8 Mar 2024 0 repositories listed
• Enhancing the "Immunity" of Mixture-of-Experts Networks for Adversarial Defense
  29 Feb 2024 0 repositories listed
• Catastrophic Overfitting: A Potential Blessing in Disguise
  28 Feb 2024 0 repositories listed
• Extreme Miscalibration and the Illusion of Adversarial Robustness
  27 Feb 2024 0 repositories listed
• Robustness-Congruent Adversarial Training for Secure Machine Learning Model Updates
  27 Feb 2024 0 repositories listed
• A Curious Case of Remarkable Resilience to Gradient Attacks via Fully Convolutional and Differentiable Front End with a Skip Connection
  26 Feb 2024 0 repositories listed
• An Adversarial Robustness Benchmark for Enterprise Network Intrusion Detection
  25 Feb 2024 0 repositories listed
• A Robust Defense against Adversarial Attacks on Deep Learning-based Malware Detectors via (De)Randomized Smoothing
  23 Feb 2024 0 repositories listed
• Distilling Adversarial Robustness Using Heterogeneous Teachers
  23 Feb 2024 0 repositories listed
• Evolutionary Reinforcement Learning: A Systematic Review and Future Directions
  20 Feb 2024 0 repositories listed
• Maintaining Adversarial Robustness in Continuous Learning
  17 Feb 2024 0 repositories listed
• DART: A Principled Approach to Adversarially Robust Unsupervised Domain Adaptation
  16 Feb 2024 0 repositories listed
• VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models
  16 Feb 2024 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) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Exploration by Optimization with Hybrid Regularizers: Logarithmic Regret with Adversarial Robustness in Partial Monitoring
  13 Feb 2024 0 repositories listed
• A Random Ensemble of Encrypted Vision Transformers for Adversarially Robust Defense
  11 Feb 2024 0 repositories listed
• TETRIS: Towards Exploring the Robustness of Interactive Segmentation
  9 Feb 2024 0 repositories listed
• A High Dimensional Statistical Model for Adversarial Training: Geometry and Trade-Offs
  8 Feb 2024 0 repositories listed
• Adversarial Robustness Through Artifact Design
  7 Feb 2024 0 repositories listed
• Enhance DNN Adversarial Robustness and Efficiency via Injecting Noise to Non-Essential Neurons
  6 Feb 2024 0 repositories listed
• Partially Recentralization Softmax Loss for Vision-Language Models Robustness
  6 Feb 2024 0 repositories listed
• Causal Feature Selection for Responsible Machine Learning
  5 Feb 2024 0 repositories listed
• Exploring Biologically Inspired Mechanisms of Adversarial Robustness
  5 Feb 2024 0 repositories listed
• Delving into Decision-based Black-box Attacks on Semantic Segmentation
  2 Feb 2024 0 repositories listed
• Achieving More Human Brain-Like Vision via Human EEG Representational Alignment
  30 Jan 2024 0 repositories listed
• GPS: Graph Contrastive Learning via Multi-scale Augmented Views from Adversarial Pooling
  29 Jan 2024 0 repositories listed
• Mitigating the Impact of Noisy Edges on Graph-Based Algorithms via Adversarial Robustness Evaluation
  28 Jan 2024 0 repositories listed
• Better Representations via Adversarial Training in Pre-Training: A Theoretical Perspective
  26 Jan 2024 0 repositories listed
• Fast Adversarial Training against Textual Adversarial Attacks
  23 Jan 2024 0 repositories listed
• CARE: Ensemble Adversarial Robustness Evaluation Against Adaptive Attackers for Security Applications
  20 Jan 2024 0 repositories listed
• Adversarial Robustness of Link Sign Prediction in Signed Graphs
  19 Jan 2024 0 repositories listed
• The Surprising Harmfulness of Benign Overfitting for Adversarial Robustness
  19 Jan 2024 0 repositories listed
• Adapters Mixup: Mixing Parameter-Efficient Adapters to Enhance the Adversarial Robustness of Fine-tuned Pre-trained Text Classifiers
  18 Jan 2024 0 repositories listed
• Universally Robust Graph Neural Networks by Preserving Neighbor Similarity
  18 Jan 2024 0 repositories listed
• Robustness Against Adversarial Attacks via Learning Confined Adversarial Polytopes
  15 Jan 2024 0 repositories listed
• Adversarial Examples are Misaligned in Diffusion Model Manifolds
  12 Jan 2024 0 repositories listed
• FullLoRA-AT: Efficiently Boosting the Robustness of Pretrained Vision Transformers
  3 Jan 2024 0 repositories listed
• Adversarially Robust Few-shot Learning via Parameter Co-distillation of Similarity and Class Concept Learners
  1 Jan 2024 0 repositories listed
• CausalPC: Improving the Robustness of Point Cloud Classification by Causal Effect Identification
  1 Jan 2024 0 repositories listed
• Random Entangled Tokens for Adversarially Robust Vision Transformer
  1 Jan 2024 0 repositories listed
• Robust Distillation via Untargeted and Targeted Intermediate Adversarial Samples
  1 Jan 2024 0 repositories listed
• Towards Understanding and Improving Adversarial Robustness of Vision Transformers
  1 Jan 2024 0 repositories listed
• Robust Survival Analysis with Adversarial Regularization
  26 Dec 2023 0 repositories listed
• ARBiBench: Benchmarking Adversarial Robustness of Binarized Neural Networks
  21 Dec 2023 0 repositories listed
• The Pros and Cons of Adversarial Robustness
  18 Dec 2023 0 repositories listed
• Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off
  16 Dec 2023 0 repositories listed
• Adversarial Robustness on Image Classification with k-means
  15 Dec 2023 0 repositories listed
• Universal Adversarial Framework to Improve Adversarial Robustness for Diabetic Retinopathy Detection
  13 Dec 2023 0 repositories listed
• Poisoning × Evasion: Symbiotic Adversarial Robustness for Graph Neural Networks
  9 Dec 2023 0 repositories listed
• Cross Domain Generative Augmentation: Domain Generalization with Latent Diffusion Models
  8 Dec 2023 0 repositories listed
• A Simple Framework to Enhance the Adversarial Robustness of Deep Learning-based Intrusion Detection System
  6 Dec 2023 0 repositories listed
• Indirect Gradient Matching for Adversarial Robust Distillation
  6 Dec 2023 0 repositories listed
• Provable Adversarial Robustness for Group Equivariant Tasks: Graphs, Point Clouds, Molecules, and More
  5 Dec 2023 0 repositories listed Syntology 22 ran (of which 1 constructed an object rather than computing a result; 19 with no instrument failure: 0 honoured, 0 violated, 19 with no contract checked; 3 where Syntology's instrument failed) · 9 unverified (of 31 harvested samples) · 4 pointer-only (licence)
• Singular Regularization with Information Bottleneck Improves Model's Adversarial Robustness
  4 Dec 2023 0 repositories listed
• Exploring Adversarial Robustness of LiDAR-Camera Fusion Model in Autonomous Driving
  3 Dec 2023 0 repositories listed
• On the Adversarial Robustness of Graph Contrastive Learning Methods
  29 Nov 2023 0 repositories listed
• Quantum Neural Networks under Depolarization Noise: Exploring White-Box Attacks and Defenses
  29 Nov 2023 0 repositories listed
• Relationship between Model Compression and Adversarial Robustness: A Review of Current Evidence
  27 Nov 2023 0 repositories listed
• Mixing Classifiers to Alleviate the Accuracy-Robustness Trade-Off
  26 Nov 2023 0 repositories listed
• Towards Robust and Accurate Visual Prompting
  18 Nov 2023 0 repositories listed
• Constrained Adaptive Attacks: Realistic Evaluation of Adversarial Examples and Robust Training of Deep Neural Networks for Tabular Data
  8 Nov 2023 0 repositories listed
• Measuring Adversarial Datasets
  6 Nov 2023 0 repositories listed
• Causal Fair Metric: Bridging Causality, Individual Fairness, and Adversarial Robustness
  30 Oct 2023 0 repositories listed
• F²AT: Feature-Focusing Adversarial Training via Disentanglement of Natural and Perturbed Patterns
  23 Oct 2023 0 repositories listed
• On existence, uniqueness and scalability of adversarial robustness measures for AI classifiers
  19 Oct 2023 0 repositories listed
• SAM Meets UAP: Attacking Segment Anything Model With Universal Adversarial Perturbation
  19 Oct 2023 0 repositories listed
• Adversarial Robustness Unhardening via Backdoor Attacks in Federated Learning
  17 Oct 2023 0 repositories listed
• A Non-monotonic Smooth Activation Function
  16 Oct 2023 0 repositories listed

Syntology lines on 2 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.