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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 10 of 18: papers 901 to 1,000 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.

• Enhancing Adversarial Robustness of Deep Neural Networks Through Supervised Contrastive Learning
  27 Dec 2024 0 repositories listed
• Standard-Deviation-Inspired Regularization for Improving Adversarial Robustness
  27 Dec 2024 0 repositories listed
• Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field
  26 Dec 2024 0 repositories listed
• Evaluating the Adversarial Robustness of Detection Transformers
  25 Dec 2024 0 repositories listed
• On the Local Complexity of Linear Regions in Deep ReLU Networks
  24 Dec 2024 0 repositories listed
• Adversarial Robustness through Dynamic Ensemble Learning
  20 Dec 2024 0 repositories listed
• Training Graph Neural Networks Using Non-Robust Samples
  19 Dec 2024 0 repositories listed
• Holistic Adversarially Robust Pruning
  19 Dec 2024 0 repositories listed
• A3E: Aligned and Augmented Adversarial Ensemble for Accurate, Robust and Privacy-Preserving EEG Decoding
  16 Dec 2024 0 repositories listed
• Improving Graph Neural Networks via Adversarial Robustness Evaluation
  14 Dec 2024 0 repositories listed
• Grimm: A Plug-and-Play Perturbation Rectifier for Graph Neural Networks Defending against Poisoning Attacks
  11 Dec 2024 0 repositories listed
• Understanding the Impact of Graph Reduction on Adversarial Robustness in Graph Neural Networks
  8 Dec 2024 0 repositories listed
• Nearly Solved? Robust Deepfake Detection Requires More than Visual Forensics
  7 Dec 2024 0 repositories listed
• GenMix: Effective Data Augmentation with Generative Diffusion Model Image Editing
  3 Dec 2024 0 repositories listed
• Adversarial Attacks on Hyperbolic Networks
  2 Dec 2024 0 repositories listed
• Adversarial Prompt Distillation for Vision-Language Models
  22 Nov 2024 0 repositories listed
• A Survey on Adversarial Robustness of LiDAR-based Machine Learning Perception in Autonomous Vehicles
  21 Nov 2024 0 repositories listed
• TAPT: Test-Time Adversarial Prompt Tuning for Robust Inference in Vision-Language Models
  20 Nov 2024 0 repositories listed
• Exploring adversarial robustness of JPEG AI: methodology, comparison and new methods
  18 Nov 2024 0 repositories listed
• Edge-Only Universal Adversarial Attacks in Distributed Learning
  15 Nov 2024 0 repositories listed
• Fully Dynamic Adversarially Robust Correlation Clustering in Polylogarithmic Update Time
  15 Nov 2024 0 repositories listed
• Rapid Response: Mitigating LLM Jailbreaks with a Few Examples
  12 Nov 2024 0 repositories listed
• AI-Compass: A Comprehensive and Effective Multi-module Testing Tool for AI Systems
  9 Nov 2024 0 repositories listed
• Adversarial Robustness of In-Context Learning in Transformers for Linear Regression
  7 Nov 2024 0 repositories listed
• Game-Theoretic Defenses for Robust Conformal Prediction Against Adversarial Attacks in Medical Imaging
  7 Nov 2024 0 repositories listed
• A Fundamental Accuracy--Robustness Trade-off in Regression and Classification
  6 Nov 2024 0 repositories listed
• Enhancing Adversarial Robustness via Uncertainty-Aware Distributional Adversarial Training
  5 Nov 2024 0 repositories listed
• FAIR-TAT: Improving Model Fairness Using Targeted Adversarial Training
  30 Oct 2024 0 repositories listed
• Attacks against Abstractive Text Summarization Models through Lead Bias and Influence Functions
  26 Oct 2024 0 repositories listed
• Complexity Matters: Effective Dimensionality as a Measure for Adversarial Robustness
  24 Oct 2024 0 repositories listed
• Conflict-Aware Adversarial Training
  21 Oct 2024 0 repositories listed
• Beyond Pruning Criteria: The Dominant Role of Fine-Tuning and Adaptive Ratios in Neural Network Robustness
  19 Oct 2024 0 repositories listed
• A Hybrid Defense Strategy for Boosting Adversarial Robustness in Vision-Language Models
  18 Oct 2024 0 repositories listed
• Feature Averaging: An Implicit Bias of Gradient Descent Leading to Non-Robustness in Neural Networks
  14 Oct 2024 0 repositories listed
• Adversarial Robustness Overestimation and Instability in TRADES
  10 Oct 2024 0 repositories listed
• Towards Assurance of LLM Adversarial Robustness using Ontology-Driven Argumentation
  10 Oct 2024 0 repositories listed
• Understanding Adversarially Robust Generalization via Weight-Curvature Index
  10 Oct 2024 0 repositories listed
• Hyper Adversarial Tuning for Boosting Adversarial Robustness of Pretrained Large Vision Models
  8 Oct 2024 0 repositories listed
• Developing Assurance Cases for Adversarial Robustness and Regulatory Compliance in LLMs
  4 Oct 2024 0 repositories listed
• Knowledge-Augmented Reasoning for EUAIA Compliance and Adversarial Robustness of LLMs
  4 Oct 2024 0 repositories listed
• Towards Assuring EU AI Act Compliance and Adversarial Robustness of LLMs
  4 Oct 2024 0 repositories listed
• LLM Safeguard is a Double-Edged Sword: Exploiting False Positives for Denial-of-Service Attacks
  3 Oct 2024 0 repositories listed
• Improving Fast Adversarial Training via Self-Knowledge Guidance
  26 Sep 2024 0 repositories listed
• Improving Adversarial Robustness for 3D Point Cloud Recognition at Test-Time through Purified Self-Training
  23 Sep 2024 0 repositories listed
• Enhancing 3D Robotic Vision Robustness by Minimizing Adversarial Mutual Information through a Curriculum Training Approach
  19 Sep 2024 0 repositories listed
• Revisiting Semi-supervised Adversarial Robustness via Noise-aware Online Robust Distillation
  19 Sep 2024 0 repositories listed
• Training Safe Neural Networks with Global SDP Bounds
  15 Sep 2024 0 repositories listed
• FedProphet: Memory-Efficient Federated Adversarial Training via Theoretic-Robustness and Low-Inconsistency Cascade Learning
  12 Sep 2024 0 repositories listed
• On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains
  12 Sep 2024 0 repositories listed
• A Cost-Aware Approach to Adversarial Robustness in Neural Networks
  11 Sep 2024 0 repositories listed
• Unrevealed Threats: A Comprehensive Study of the Adversarial Robustness of Underwater Image Enhancement Models
  10 Sep 2024 0 repositories listed
• Limited but consistent gains in adversarial robustness by co-training object recognition models with human EEG
  5 Sep 2024 0 repositories listed
• Boosting Certified Robustness for Time Series Classification with Efficient Self-Ensemble
  4 Sep 2024 0 repositories listed
• Reassessing Noise Augmentation Methods in the Context of Adversarial Speech
  3 Sep 2024 0 repositories listed
• Lyapunov Neural ODE State-Feedback Control Policies
  31 Aug 2024 0 repositories listed
• On the Robustness of Kolmogorov-Arnold Networks: An Adversarial Perspective
  25 Aug 2024 0 repositories listed
• Probing the Robustness of Vision-Language Pretrained Models: A Multimodal Adversarial Attack Approach
  24 Aug 2024 0 repositories listed
• Towards Efficient Formal Verification of Spiking Neural Network
  20 Aug 2024 0 repositories listed
• Criticality Leveraged Adversarial Training (CLAT) for Boosted Performance via Parameter Efficiency
  19 Aug 2024 0 repositories listed
• Classifier Guidance Enhances Diffusion-based Adversarial Purification by Preserving Predictive Information
  12 Aug 2024 0 repositories listed
• Towards Adversarial Robustness via Debiased High-Confidence Logit Alignment
  12 Aug 2024 0 repositories listed
• Adversarially Robust Industrial Anomaly Detection Through Diffusion Model
  9 Aug 2024 0 repositories listed
• Towards Resilient and Efficient LLMs: A Comparative Study of Efficiency, Performance, and Adversarial Robustness
  8 Aug 2024 0 repositories listed
• Performance and Non-adversarial Robustness of the Segment Anything Model 2 in Surgical Video Segmentation
  7 Aug 2024 0 repositories listed
• A Survey and Evaluation of Adversarial Attacks for Object Detection
  4 Aug 2024 0 repositories listed
• Label Augmentation for Neural Networks Robustness
  4 Aug 2024 0 repositories listed
• AI Safety in Practice: Enhancing Adversarial Robustness in Multimodal Image Captioning
  30 Jul 2024 0 repositories listed
• Vulnerabilities in AI-generated Image Detection: The Challenge of Adversarial Attacks
  30 Jul 2024 0 repositories listed
• Adversarial Robustness in RGB-Skeleton Action Recognition: Leveraging Attention Modality Reweighter
  29 Jul 2024 0 repositories listed
• Exploring the Adversarial Robustness of CLIP for AI-generated Image Detection
  28 Jul 2024 0 repositories listed
• Towards Robust Vision Transformer via Masked Adaptive Ensemble
  22 Jul 2024 0 repositories listed
• Beyond Dropout: Robust Convolutional Neural Networks Based on Local Feature Masking
  18 Jul 2024 0 repositories listed
• Relaxing Graph Transformers for Adversarial Attacks
  16 Jul 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) · 0 unverified (of 1 harvested sample)
• Variational Randomized Smoothing for Sample-Wise Adversarial Robustness
  16 Jul 2024 0 repositories listed
• Towards Adversarially Robust Vision-Language Models: Insights from Design Choices and Prompt Formatting Techniques
  15 Jul 2024 0 repositories listed
• Deep Adversarial Defense Against Multilevel-Lp Attacks
  12 Jul 2024 0 repositories listed
• How to beat a Bayesian adversary
  11 Jul 2024 0 repositories listed
• Mitigating Low-Frequency Bias: Feature Recalibration and Frequency Attention Regularization for Adversarial Robustness
  4 Jul 2024 0 repositories listed
• Lₚ-norm Distortion-Efficient Adversarial Attack
  3 Jul 2024 0 repositories listed
• Learning Robust 3D Representation from CLIP via Dual Denoising
  1 Jul 2024 0 repositories listed
• Data-Driven Lipschitz Continuity: A Cost-Effective Approach to Improve Adversarial Robustness
  28 Jun 2024 0 repositories listed
• Towards unlocking the mystery of adversarial fragility of neural networks
  23 Jun 2024 0 repositories listed
• DataFreeShield: Defending Adversarial Attacks without Training Data
  21 Jun 2024 0 repositories listed
• Exploring Layerwise Adversarial Robustness Through the Lens of t-SNE
  20 Jun 2024 0 repositories listed
• Harmonizing Feature Maps: A Graph Convolutional Approach for Enhancing Adversarial Robustness
  17 Jun 2024 0 repositories listed
• Over-parameterization and Adversarial Robustness in Neural Networks: An Overview and Empirical Analysis
  14 Jun 2024 0 repositories listed
• Improving Adversarial Robustness via Feature Pattern Consistency Constraint
  13 Jun 2024 0 repositories listed
• Robust Information Retrieval
  13 Jun 2024 0 repositories listed
• Reinforced Compressive Neural Architecture Search for Versatile Adversarial Robustness
  10 Jun 2024 0 repositories listed
• Enhancing Adversarial Robustness in SNNs with Sparse Gradients
  30 May 2024 0 repositories listed
• Confronting the Reproducibility Crisis: A Case Study of Challenges in Cybersecurity AI
  29 May 2024 0 repositories listed
• Multimodal Adversarial Defense for Vision-Language Models by Leveraging One-To-Many Relationships
  29 May 2024 0 repositories listed
• TIMA: Text-Image Mutual Awareness for Balancing Zero-Shot Adversarial Robustness and Generalization Ability
  27 May 2024 0 repositories listed
• Certifying Adapters: Enabling and Enhancing the Certification of Classifier Adversarial Robustness
  25 May 2024 0 repositories listed
• Can Implicit Bias Imply Adversarial Robustness?
  24 May 2024 0 repositories listed
• Large Language Model Sentinel: LLM Agent for Adversarial Purification
  24 May 2024 0 repositories listed
• Certified Robustness against Sparse Adversarial Perturbations via Data Localization
  23 May 2024 0 repositories listed
• Adversarial Training via Adaptive Knowledge Amalgamation of an Ensemble of Teachers
  22 May 2024 0 repositories listed
• Adaptive Batch Normalization Networks for Adversarial Robustness
  20 May 2024 0 repositories listed
• Revisiting the Robust Generalization of Adversarial Prompt Tuning
  18 May 2024 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.