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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 13 of 18: papers 1,201 to 1,300 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.

• Delving into the Adversarial Robustness of Federated Learning
  19 Feb 2023 0 repositories listed
• A Novel Noise Injection-based Training Scheme for Better Model Robustness
  17 Feb 2023 0 repositories listed
• Adversarial Contrastive Distillation with Adaptive Denoising
  17 Feb 2023 0 repositories listed
• Function Composition in Trustworthy Machine Learning: Implementation Choices, Insights, and Questions
  17 Feb 2023 0 repositories listed
• Measuring Equality in Machine Learning Security Defenses: A Case Study in Speech Recognition
  17 Feb 2023 0 repositories listed
• XploreNAS: Explore Adversarially Robust & Hardware-efficient Neural Architectures for Non-ideal Xbars
  15 Feb 2023 0 repositories listed
• Collective Robustness Certificates: Exploiting Interdependence in Graph Neural Networks
  6 Feb 2023 0 repositories listed
• Hyperbolic Contrastive Learning
  2 Feb 2023 0 repositories listed
• On Robustness of Prompt-based Semantic Parsing with Large Pre-trained Language Model: An Empirical Study on Codex
  30 Jan 2023 0 repositories listed
• Towards Adversarial Realism and Robust Learning for IoT Intrusion Detection and Classification
  30 Jan 2023 0 repositories listed
• Certifiably Robust Reinforcement Learning through Model-Based Abstract Interpretation
  26 Jan 2023 0 repositories listed
• Provable Unrestricted Adversarial Training without Compromise with Generalizability
  22 Jan 2023 0 repositories listed
• Phase-shifted Adversarial Training
  12 Jan 2023 0 repositories listed
• On adversarial robustness and the use of Wasserstein ascent-descent dynamics to enforce it
  9 Jan 2023 0 repositories listed
• Guidance Through Surrogate: Towards a Generic Diagnostic Attack
  30 Dec 2022 0 repositories listed
• Frequency Regularization for Improving Adversarial Robustness
  24 Dec 2022 0 repositories listed
• In and Out-of-Domain Text Adversarial Robustness via Label Smoothing
  20 Dec 2022 0 repositories listed
• Estimating the Adversarial Robustness of Attributions in Text with Transformers
  18 Dec 2022 0 repositories listed
• On Evaluating Adversarial Robustness of Chest X-ray Classification: Pitfalls and Best Practices
  15 Dec 2022 0 repositories listed
• AdvCat: Domain-Agnostic Robustness Assessment for Cybersecurity-Critical Applications with Categorical Inputs
  13 Dec 2022 0 repositories listed
• Adversarially Robust Video Perception by Seeing Motion
  13 Dec 2022 0 repositories listed
• Robustness Implies Privacy in Statistical Estimation
  9 Dec 2022 0 repositories listed
• Enhancing Quantum Adversarial Robustness by Randomized Encodings
  5 Dec 2022 0 repositories listed
• CSTAR: Towards Compact and STructured Deep Neural Networks with Adversarial Robustness
  4 Dec 2022 0 repositories listed
• Smoothing Policy Iteration for Zero-sum Markov Games
  3 Dec 2022 0 repositories listed
• Generalizing and Improving Jacobian and Hessian Regularization
  1 Dec 2022 0 repositories listed
• Deep Learning Training Procedure Augmentations
  25 Nov 2022 0 repositories listed
• Improving Robust Generalization by Direct PAC-Bayesian Bound Minimization
  22 Nov 2022 0 repositories listed
• Enhancing Accuracy and Robustness of Steering Angle Prediction with Attention Mechanism
  21 Nov 2022 0 repositories listed
• Towards Adversarial Robustness of Deep Vision Algorithms
  19 Nov 2022 0 repositories listed
• Generalizable Deepfake Detection with Phase-Based Motion Analysis
  17 Nov 2022 0 repositories listed
• Differentially Private Optimizers Can Learn Adversarially Robust Models
  16 Nov 2022 0 repositories listed
• Improving Interpretability via Regularization of Neural Activation Sensitivity
  16 Nov 2022 0 repositories listed
• Accelerating Adversarial Perturbation by 50% with Semi-backward Propagation
  9 Nov 2022 0 repositories listed
• Towards Adversarially Robust Recommendation from Adaptive Fraudster Detection
  8 Nov 2022 0 repositories listed
• Improving Adversarial Robustness to Sensitivity and Invariance Attacks with Deep Metric Learning
  4 Nov 2022 0 repositories listed
• Visually Adversarial Attacks and Defenses in the Physical World: A Survey
  3 Nov 2022 0 repositories listed
• DensePure: Understanding Diffusion Models towards Adversarial Robustness
  1 Nov 2022 0 repositories listed
• Scoring Black-Box Models for Adversarial Robustness
  31 Oct 2022 0 repositories listed
• Improving Hyperspectral Adversarial Robustness Under Multiple Attacks
  28 Oct 2022 0 repositories listed
• Towards Reliable Neural Specifications
  28 Oct 2022 0 repositories listed
• Adversarial Purification with the Manifold Hypothesis
  26 Oct 2022 0 repositories listed
• Disentangled Text Representation Learning with Information-Theoretic Perspective for Adversarial Robustness
  26 Oct 2022 0 repositories listed
• Causal Information Bottleneck Boosts Adversarial Robustness of Deep Neural Network
  25 Oct 2022 0 repositories listed
• FocusedCleaner: Sanitizing Poisoned Graphs for Robust GNN-based Node Classification
  25 Oct 2022 0 repositories listed
• Multi-view Representation Learning from Malware to Defend Against Adversarial Variants
  25 Oct 2022 0 repositories listed
• Nash Equilibria and Pitfalls of Adversarial Training in Adversarial Robustness Games
  23 Oct 2022 0 repositories listed
• Chaos Theory and Adversarial Robustness
  20 Oct 2022 0 repositories listed
• Learning Sample Reweighting for Accuracy and Adversarial Robustness
  20 Oct 2022 0 repositories listed
• Learning Transferable Adversarial Robust Representations via Multi-view Consistency
  19 Oct 2022 0 repositories listed
• On the Adversarial Robustness of Mixture of Experts
  19 Oct 2022 0 repositories listed
• Improving Adversarial Robustness by Contrastive Guided Diffusion Process
  18 Oct 2022 0 repositories listed
• Boosting Adversarial Robustness From The Perspective of Effective Margin Regularization
  11 Oct 2022 0 repositories listed
• Symmetry Defense Against CNN Adversarial Perturbation Attacks
  8 Oct 2022 0 repositories listed
• On Adversarial Robustness of Deep Image Deblurring
  5 Oct 2022 0 repositories listed
• Strength-Adaptive Adversarial Training
  4 Oct 2022 0 repositories listed
• Push-Pull: Characterizing the Adversarial Robustness for Audio-Visual Active Speaker Detection
  3 Oct 2022 0 repositories listed
• On the tightness of linear relaxation based robustness certification methods
  1 Oct 2022 0 repositories listed
• Generalizability of Adversarial Robustness Under Distribution Shifts
  29 Sep 2022 0 repositories listed
• Fair Robust Active Learning by Joint Inconsistency
  22 Sep 2022 0 repositories listed
• Audit and Improve Robustness of Private Neural Networks on Encrypted Data
  20 Sep 2022 0 repositories listed
• AdvDO: Realistic Adversarial Attacks for Trajectory Prediction
  19 Sep 2022 0 repositories listed
• Explicit Tradeoffs between Adversarial and Natural Distributional Robustness
  15 Sep 2022 0 repositories listed
• Correlation Information Bottleneck: Towards Adapting Pretrained Multimodal Models for Robust Visual Question Answering
  14 Sep 2022 0 repositories listed
• On the interplay of adversarial robustness and architecture components: patches, convolution and attention
  14 Sep 2022 0 repositories listed
• Robust Transferable Feature Extractors: Learning to Defend Pre-Trained Networks Against White Box Adversaries
  14 Sep 2022 0 repositories listed
• FADE: Enabling Federated Adversarial Training on Heterogeneous Resource-Constrained Edge Devices
  8 Sep 2022 0 repositories listed
• Adversarial Robustness for Tabular Data through Cost and Utility Awareness
  27 Aug 2022 0 repositories listed
• FuncFooler: A Practical Black-box Attack Against Learning-based Binary Code Similarity Detection Methods
  26 Aug 2022 0 repositories listed
• GHN-Q: Parameter Prediction for Unseen Quantized Convolutional Architectures via Graph Hypernetworks
  26 Aug 2022 0 repositories listed
• Lower Difficulty and Better Robustness: A Bregman Divergence Perspective for Adversarial Training
  26 Aug 2022 0 repositories listed
• Multi-Scale Architectures Matter: On the Adversarial Robustness of Flow-based Lossless Compression
  26 Aug 2022 0 repositories listed
• Shortcut Learning of Large Language Models in Natural Language Understanding
  25 Aug 2022 0 repositories listed
• BARReL: Bottleneck Attention for Adversarial Robustness in Vision-Based Reinforcement Learning
  22 Aug 2022 0 repositories listed
• Self-Knowledge Distillation via Dropout
  11 Aug 2022 0 repositories listed
• On Transfer of Adversarial Robustness from Pretraining to Downstream Tasks
  7 Aug 2022 0 repositories listed
• Is current research on adversarial robustness addressing the right problem?
  31 Jul 2022 0 repositories listed
• Pro-tuning: Unified Prompt Tuning for Vision Tasks
  28 Jul 2022 0 repositories listed
• Toward Transparent AI: A Survey on Interpreting the Inner Structures of Deep Neural Networks
  27 Jul 2022 0 repositories listed
• Contrastive Self-Supervised Learning Leads to Higher Adversarial Susceptibility
  22 Jul 2022 0 repositories listed
• AugRmixAT: A Data Processing and Training Method for Improving Multiple Robustness and Generalization Performance
  21 Jul 2022 0 repositories listed
• One-vs-the-Rest Loss to Focus on Important Samples in Adversarial Training
  21 Jul 2022 0 repositories listed
• Illusory Attacks: Information-Theoretic Detectability Matters in Adversarial Attacks
  20 Jul 2022 0 repositories listed
• Adversarial Robustness Assessment of NeuroEvolution Approaches
  12 Jul 2022 0 repositories listed
• Bi-fidelity Evolutionary Multiobjective Search for Adversarially Robust Deep Neural Architectures
  12 Jul 2022 0 repositories listed
• Certified Adversarial Robustness via Anisotropic Randomized Smoothing
  12 Jul 2022 0 repositories listed
• RUSH: Robust Contrastive Learning via Randomized Smoothing
  11 Jul 2022 0 repositories listed
• On the Relationship Between Adversarial Robustness and Decision Region in Deep Neural Network
  7 Jul 2022 0 repositories listed
• Adversarial Robustness of Visual Dialog
  6 Jul 2022 0 repositories listed
• Increasing Confidence in Adversarial Robustness Evaluations
  28 Jun 2022 0 repositories listed
• Adversarial Robustness of Deep Neural Networks: A Survey from a Formal Verification Perspective
  24 Jun 2022 0 repositories listed
• Robustness of Explanation Methods for NLP Models
  24 Jun 2022 0 repositories listed
• Adversarial Robustness is at Odds with Lazy Training
  18 Jun 2022 0 repositories listed
• Existence and Minimax Theorems for Adversarial Surrogate Risks in Binary Classification
  18 Jun 2022 0 repositories listed
• Queried Unlabeled Data Improves and Robustifies Class-Incremental Learning
  15 Jun 2022 0 repositories listed
• Fundamental Limits in Formal Verification of Message-Passing Neural Networks
  10 Jun 2022 0 repositories listed
• Adaptive Adversarial Training to Improve Adversarial Robustness of DNNs for Medical Image Segmentation and Detection
  2 Jun 2022 0 repositories listed
• Sequential Bayesian Neural Subnetwork Ensembles
  1 Jun 2022 0 repositories listed
• The robust way to stack and bag: the local Lipschitz way
  1 Jun 2022 0 repositories listed
• Exposing Fine-Grained Adversarial Vulnerability of Face Anti-Spoofing Models
  30 May 2022 0 repositories listed