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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 18 of 18: papers 1,701 to 1,746 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.

• On Adversarial Robustness of Small vs Large Batch Training
  17 May 2019 0 repositories listed
• Analyzing Adversarial Attacks Against Deep Learning for Intrusion Detection in IoT Networks
  13 May 2019 0 repositories listed
• Exploring the Hyperparameter Landscape of Adversarial Robustness
  9 May 2019 0 repositories listed
• A Comprehensive Analysis on Adversarial Robustness of Spiking Neural Networks
  7 May 2019 0 repositories listed
• An Empirical Evaluation of Adversarial Robustness under Transfer Learning
  7 May 2019 0 repositories listed
• Transfer of Adversarial Robustness Between Perturbation Types
  3 May 2019 0 repositories listed
• Don't let your Discriminator be fooled
  1 May 2019 0 repositories listed
• Dropping Pixels for Adversarial Robustness
  1 May 2019 0 repositories listed
• Evaluation Methodology for Attacks Against Confidence Thresholding Models
  1 May 2019 0 repositories listed
• On Meaning-Preserving Adversarial Perturbations for Sequence-to-Sequence Models
  1 May 2019 0 repositories listed
• Prototypical Examples in Deep Learning: Metrics, Characteristics, and Utility
  1 May 2019 0 repositories listed
• Interpreting Adversarial Examples by Activation Promotion and Suppression
  3 Apr 2019 0 repositories listed
• On the Adversarial Robustness of Multivariate Robust Estimation
  27 Mar 2019 0 repositories listed
• Exploiting Excessive Invariance caused by Norm-Bounded Adversarial Robustness
  25 Mar 2019 0 repositories listed
• On the Effectiveness of Low Frequency Perturbations
  28 Feb 2019 0 repositories listed
• On the Sensitivity of Adversarial Robustness to Input Data Distributions
  22 Feb 2019 0 repositories listed
• Discretization based Solutions for Secure Machine Learning against Adversarial Attacks
  8 Feb 2019 0 repositories listed
• Robustness Of Saak Transform Against Adversarial Attacks
  7 Feb 2019 0 repositories listed
• Adversarial Examples Are a Natural Consequence of Test Error in Noise
  29 Jan 2019 0 repositories listed
• On the Effect of Low-Rank Weights on Adversarial Robustness of Neural Networks
  29 Jan 2019 0 repositories listed
• Adversarial Robustness May Be at Odds With Simplicity
  2 Jan 2019 0 repositories listed
• Effects of Loss Functions And Target Representations on Adversarial Robustness
  1 Dec 2018 0 repositories listed
• Theoretical Analysis of Adversarial Learning: A Minimax Approach
  13 Nov 2018 0 repositories listed
• New CleverHans Feature: Better Adversarial Robustness Evaluations with Attack Bundling
  8 Nov 2018 0 repositories listed
• Improving Adversarial Robustness by Encouraging Discriminative Features
  1 Nov 2018 0 repositories listed
• On the Effectiveness of Minimal Context Selection for Robust Question Answering
  30 Oct 2018 0 repositories listed
• Towards Robust Deep Neural Networks
  27 Oct 2018 0 repositories listed
• Sparse DNNs with Improved Adversarial Robustness
  23 Oct 2018 0 repositories listed
• Average Margin Regularization for Classifiers
  9 Oct 2018 0 repositories listed
• Generalized No Free Lunch Theorem for Adversarial Robustness
  8 Oct 2018 0 repositories listed
• Feature Prioritization and Regularization Improve Standard Accuracy and Adversarial Robustness
  4 Oct 2018 0 repositories listed
• Interpreting Adversarial Robustness: A View from Decision Surface in Input Space
  29 Sep 2018 0 repositories listed
• Knowledge-guided Semantic Computing Network
  29 Sep 2018 0 repositories listed
• Distilled Agent DQN for Provable Adversarial Robustness
  27 Sep 2018 0 repositories listed
• Lipschitz regularized Deep Neural Networks generalize and are adversarially robust
  28 Aug 2018 0 repositories listed
• An Explainable Adversarial Robustness Metric for Deep Learning Neural Networks
  5 Jun 2018 0 repositories listed
• Adversarial Risk and the Dangers of Evaluating Against Weak Attacks
  15 Feb 2018 0 repositories listed
• A3T: Adversarially Augmented Adversarial Training
  12 Jan 2018 0 repositories listed
• Facial Attributes: Accuracy and Adversarial Robustness
  4 Jan 2018 0 repositories listed
• Layer-wise Learning of Stochastic Neural Networks with Information Bottleneck
  4 Dec 2017 0 repositories listed
• Reinforcing Adversarial Robustness using Model Confidence Induced by Adversarial Training
  21 Nov 2017 0 repositories listed
• Intriguing Properties of Adversarial Examples
  8 Nov 2017 0 repositories listed
• DeepSafe: A Data-driven Approach for Checking Adversarial Robustness in Neural Networks
  2 Oct 2017 0 repositories listed
• Towards Proving the Adversarial Robustness of Deep Neural Networks
  8 Sep 2017 0 repositories listed
• Adversarial Robustness: Softmax versus Openmax
  5 Aug 2017 0 repositories listed
• LOTS about Attacking Deep Features
  18 Nov 2016 0 repositories listed