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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 9 of 18: papers 801 to 900 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.

• A Flat Minima Perspective on Understanding Augmentations and Model Robustness
  30 May 2025 0 repositories listed
• Model Unlearning via Sparse Autoencoder Subspace Guided Projections
  30 May 2025 0 repositories listed
• On the Scaling of Robustness and Effectiveness in Dense Retrieval
  30 May 2025 0 repositories listed
• The Butterfly Effect in Pathology: Exploring Security in Pathology Foundation Models
  30 May 2025 0 repositories listed
• Are classical deep neural networks weakly adversarially robust?
  28 May 2025 0 repositories listed
• How Do Diffusion Models Improve Adversarial Robustness?
  28 May 2025 0 repositories listed
• Are Time-Series Foundation Models Deployment-Ready? A Systematic Study of Adversarial Robustness Across Domains
  26 May 2025 0 repositories listed
• Erasing Concepts, Steering Generations: A Comprehensive Survey of Concept Suppression
  26 May 2025 0 repositories listed
• Multi-Agent Reinforcement Learning in Cybersecurity: From Fundamentals to Applications
  26 May 2025 0 repositories listed
• Your Classifier Can Do More: Towards Bridging the Gaps in Classification, Robustness, and Generation
  26 May 2025 0 repositories listed
• Curvature Dynamic Black-box Attack: revisiting adversarial robustness via dynamic curvature estimation
  25 May 2025 0 repositories listed
• Enhancing Adversarial Robustness of Vision Language Models via Adversarial Mixture Prompt Tuning
  23 May 2025 0 repositories listed
• Experimental robustness benchmark of quantum neural network on a superconducting quantum processor
  22 May 2025 0 repositories listed
• Beyond Classification: Evaluating Diffusion Denoised Smoothing for Security-Utility Trade off
  21 May 2025 0 repositories listed
• Few-Shot Adversarial Low-Rank Fine-Tuning of Vision-Language Models
  21 May 2025 0 repositories listed
• Lessons from Defending Gemini Against Indirect Prompt Injections
  20 May 2025 0 repositories listed
• Recommender Systems for Democracy: Toward Adversarial Robustness in Voting Advice Applications
  19 May 2025 0 repositories listed
• Adversarial Robustness for Unified Multi-Modal Encoders via Efficient Calibration
  17 May 2025 0 repositories listed
• CARES: Comprehensive Evaluation of Safety and Adversarial Robustness in Medical LLMs
  16 May 2025 0 repositories listed
• Adversarially Robust Spiking Neural Networks with Sparse Connectivity
  16 May 2025 0 repositories listed
• Dynamical Low-Rank Compression of Neural Networks with Robustness under Adversarial Attacks
  12 May 2025 0 repositories listed
• Unpacking Robustness in Inflectional Languages: Adversarial Evaluation and Mechanistic Insights
  8 May 2025 0 repositories listed
• ALMA: Aggregated Lipschitz Maximization Attack on Auto-encoders
  6 May 2025 0 repositories listed
• Quantum Support Vector Regression for Robust Anomaly Detection
  2 May 2025 0 repositories listed
• aiXamine: Simplified LLM Safety and Security
  21 Apr 2025 0 repositories listed
• Fast Adversarial Training with Weak-to-Strong Spatial-Temporal Consistency in the Frequency Domain on Videos
  21 Apr 2025 0 repositories listed
• Multimodal Large Language Models for Enhanced Traffic Safety: A Comprehensive Review and Future Trends
  21 Apr 2025 0 repositories listed
• Hydra: An Agentic Reasoning Approach for Enhancing Adversarial Robustness and Mitigating Hallucinations in Vision-Language Models
  19 Apr 2025 0 repositories listed
• RDI: An adversarial robustness evaluation metric for deep neural networks based on model statistical features
  16 Apr 2025 0 repositories listed
• How to Enhance Downstream Adversarial Robustness (almost) without Touching the Pre-Trained Foundation Model?
  15 Apr 2025 0 repositories listed
• The Sword of Damocles in ViTs: Computational Redundancy Amplifies Adversarial Transferability
  15 Apr 2025 0 repositories listed
• Beyond Worst-Case Online Classification: VC-Based Regret Bounds for Relaxed Benchmarks
  14 Apr 2025 0 repositories listed
• Adversarial Examples in Environment Perception for Automated Driving (Review)
  11 Apr 2025 0 repositories listed
• Toward Spiking Neural Network Local Learning Modules Resistant to Adversarial Attacks
  11 Apr 2025 0 repositories listed
• A Domain-Based Taxonomy of Jailbreak Vulnerabilities in Large Language Models
  7 Apr 2025 0 repositories listed
• Secure Diagnostics: Adversarial Robustness Meets Clinical Interpretability
  7 Apr 2025 0 repositories listed
• Two is Better than One: Efficient Ensemble Defense for Robust and Compact Models
  7 Apr 2025 0 repositories listed
• A Study on Adversarial Robustness of Discriminative Prototypical Learning
  3 Apr 2025 0 repositories listed
• AdPO: Enhancing the Adversarial Robustness of Large Vision-Language Models with Preference Optimization
  2 Apr 2025 0 repositories listed
• Robust Unsupervised Domain Adaptation for 3D Point Cloud Segmentation Under Source Adversarial Attacks
  2 Apr 2025 0 repositories listed
• ATP: Adaptive Threshold Pruning for Efficient Data Encoding in Quantum Neural Networks
  26 Mar 2025 0 repositories listed
• Lipschitz Constant Meets Condition Number: Learning Robust and Compact Deep Neural Networks
  26 Mar 2025 0 repositories listed
• Stop Walking in Circles! Bailing Out Early in Projected Gradient Descent
  25 Mar 2025 0 repositories listed
• Masks and Mimicry: Strategic Obfuscation and Impersonation Attacks on Authorship Verification
  24 Mar 2025 0 repositories listed
• When is dataset cartography ineffective? Using training dynamics does not improve robustness against Adversarial SQuAD
  24 Mar 2025 0 repositories listed
• Principal Eigenvalue Regularization for Improved Worst-Class Certified Robustness of Smoothed Classifiers
  21 Mar 2025 0 repositories listed
• Robustness of deep learning classification to adversarial input on GPUs: asynchronous parallel accumulation is a source of vulnerability
  21 Mar 2025 0 repositories listed
• Narrowing Class-Wise Robustness Gaps in Adversarial Training
  20 Mar 2025 0 repositories listed
• MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models
  19 Mar 2025 0 repositories listed
• On the Robustness Tradeoff in Fine-Tuning
  19 Mar 2025 0 repositories listed
• Survey of Adversarial Robustness in Multimodal Large Language Models
  18 Mar 2025 0 repositories listed
• Unveiling the Role of Randomization in Multiclass Adversarial Classification: Insights from Graph Theory
  18 Mar 2025 0 repositories listed
• Evolution-based Region Adversarial Prompt Learning for Robustness Enhancement in Vision-Language Models
  17 Mar 2025 0 repositories listed
• Robust Dataset Distillation by Matching Adversarial Trajectories
  15 Mar 2025 0 repositories listed
• Quantitative Analysis of Deeply Quantized Tiny Neural Networks Robust to Adversarial Attacks
  12 Mar 2025 0 repositories listed
• Life-Cycle Routing Vulnerabilities of LLM Router
  9 Mar 2025 0 repositories listed
• Long-tailed Adversarial Training with Self-Distillation
  9 Mar 2025 0 repositories listed
• MMARD: Improving the Min-Max Optimization Process in Adversarial Robustness Distillation
  9 Mar 2025 0 repositories listed
• Adversarial Robustness of Discriminative Self-Supervised Learning in Vision
  8 Mar 2025 0 repositories listed
• Exploring Adversarial Transferability between Kolmogorov-arnold Networks
  8 Mar 2025 0 repositories listed
• Adversarial Robustness in Parameter-Space Classifiers
  27 Feb 2025 0 repositories listed
• Emoti-Attack: Zero-Perturbation Adversarial Attacks on NLP Systems via Emoji Sequences
  24 Feb 2025 0 repositories listed
• Generalization Certificates for Adversarially Robust Bayesian Linear Regression
  20 Feb 2025 0 repositories listed
• Probabilistic Robustness in Deep Learning: A Concise yet Comprehensive Guide
  20 Feb 2025 0 repositories listed
• Adversarial Alignment for LLMs Requires Simpler, Reproducible, and More Measurable Objectives
  17 Feb 2025 0 repositories listed
• Rethinking Audio-Visual Adversarial Vulnerability from Temporal and Modality Perspectives
  17 Feb 2025 0 repositories listed
• On the Promise for Assurance of Differentiable Neurosymbolic Reasoning Paradigms
  13 Feb 2025 0 repositories listed
• General Coded Computing: Adversarial Settings
  12 Feb 2025 0 repositories listed
• RoMA: Robust Malware Attribution via Byte-level Adversarial Training with Global Perturbations and Adversarial Consistency Regularization
  11 Feb 2025 0 repositories listed
• A Survey on Explainable Deep Reinforcement Learning
  8 Feb 2025 0 repositories listed
• Adversarially-Robust TD Learning with Markovian Data: Finite-Time Rates and Fundamental Limits
  7 Feb 2025 0 repositories listed
• Hierarchical Contextual Manifold Alignment for Structuring Latent Representations in Large Language Models
  6 Feb 2025 0 repositories listed
• Improving Adversarial Robustness via Phase and Amplitude-aware Prompting
  6 Feb 2025 0 repositories listed
• Optimizing Robustness and Accuracy in Mixture of Experts: A Dual-Model Approach
  5 Feb 2025 0 repositories listed
• Uncertainty Quantification for Collaborative Object Detection Under Adversarial Attacks
  4 Feb 2025 0 repositories listed
• Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees
  3 Feb 2025 0 repositories listed
• Boosting Adversarial Robustness and Generalization with Structural Prior
  2 Feb 2025 0 repositories listed
• SecPE: Secure Prompt Ensembling for Private and Robust Large Language Models
  2 Feb 2025 0 repositories listed
• Trading Inference-Time Compute for Adversarial Robustness
  31 Jan 2025 0 repositories listed
• Topological Signatures of Adversaries in Multimodal Alignments
  29 Jan 2025 0 repositories listed
• Adversarial Masked Autoencoder Purifier with Defense Transferability
  28 Jan 2025 0 repositories listed
• Adversarial Robustness of Partitioned Quantum Classifiers
  28 Jan 2025 0 repositories listed
• Adversarially Robust Bloom Filters: Privacy, Reductions, and Open Problems
  27 Jan 2025 0 repositories listed
• Pre-trained Model Guided Mixture Knowledge Distillation for Adversarial Federated Learning
  25 Jan 2025 0 repositories listed
• A Note on Implementation Errors in Recent Adaptive Attacks Against Multi-Resolution Self-Ensembles
  24 Jan 2025 0 repositories listed
• Defending against Adversarial Malware Attacks on ML-based Android Malware Detection Systems
  23 Jan 2025 0 repositories listed
• Framework for Progressive Knowledge Fusion in Large Language Models Through Structured Conceptual Redundancy Analysis
  23 Jan 2025 0 repositories listed
• A margin-based replacement for cross-entropy loss
  21 Jan 2025 0 repositories listed
• With Great Backbones Comes Great Adversarial Transferability
  21 Jan 2025 0 repositories listed
• Double Visual Defense: Adversarial Pre-training and Instruction Tuning for Improving Vision-Language Model Robustness
  16 Jan 2025 0 repositories listed
• I Can Find You in Seconds! Leveraging Large Language Models for Code Authorship Attribution
  14 Jan 2025 0 repositories listed
• On the Adversarial Robustness of Benjamini Hochberg
  6 Jan 2025 0 repositories listed
• Rerouting LLM Routers
  3 Jan 2025 0 repositories listed
• Towards Robust and Accurate Stability Estimation of Local Surrogate Models in Text-based Explainable AI
  3 Jan 2025 0 repositories listed
• On the Zero-shot Adversarial Robustness of Vision-Language Models: A Truly Zero-shot and Training-free Approach
  1 Jan 2025 0 repositories listed
• Rethinking the Adversarial Robustness of Multi-Exit Neural Networks in an Attack-Defense Game
  1 Jan 2025 0 repositories listed
• RobustBlack: Challenging Black-Box Adversarial Attacks on State-of-the-Art Defenses
  30 Dec 2024 0 repositories listed
• On Adversarial Robustness of Language Models in Transfer Learning
  29 Dec 2024 0 repositories listed
• A Robust Adversarial Ensemble with Causal (Feature Interaction) Interpretations for Image Classification
  28 Dec 2024 0 repositories listed
• Adversarial Robustness for Deep Learning-based Wildfire Prediction Models
  28 Dec 2024 0 repositories listed