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Adversarial Attack

Papers archive 2025-07-28

archive papers tagged: 1,808 · with a code link: 745 · where Syntology ran a sample: 206 (161 with a run with no instrument failure, 45 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (206 of 1,808 tagged: 161 with a run with no instrument failure, 45 where every run was a failure of Syntology's instrument)

Page 8 of 19: papers 701 to 800 of 1,808, 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.

• Real-Time Adversarial Attacks
  31 May 2019 1 repository listed
• Reverse KL-Divergence Training of Prior Networks: Improved Uncertainty and Adversarial Robustness
  31 May 2019 1 repository listed
• Functional Adversarial Attacks
  29 May 2019 1 repository listed Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 1 pointer-only (licence)
• Accelerating Monte Carlo Bayesian Inference via Approximating Predictive Uncertainty over Simplex
  29 May 2019 1 repository listed
• High Frequency Component Helps Explain the Generalization of Convolutional Neural Networks
  28 May 2019 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Fooling Detection Alone is Not Enough: First Adversarial Attack against Multiple Object Tracking
  27 May 2019 1 repository listed
• Scaleable input gradient regularization for adversarial robustness
  27 May 2019 1 repository listed Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 11 harvested samples) · 1 pointer-only (licence)
• Taking Care of The Discretization Problem: A Comprehensive Study of the Discretization Problem and A Black-Box Adversarial Attack in Discrete Integer Domain
  19 May 2019 1 repository listed
• Harnessing the Vulnerability of Latent Layers in Adversarially Trained Models
  13 May 2019 1 repository listed
• Exact Adversarial Attack to Image Captioning via Structured Output Learning with Latent Variables
  10 May 2019 1 repository listed Syntology 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• CAMOU: Learning Physical Vehicle Camouflages to Adversarially Attack Detectors in the Wild
  1 May 2019 1 repository listed
• NATTACK: Learning the Distributions of Adversarial Examples for an Improved Black-Box Attack on Deep Neural Networks
  1 May 2019 1 repository listed
• Gotta Catch 'Em All: Using Honeypots to Catch Adversarial Attacks on Neural Networks
  18 Apr 2019 1 repository listed
• Towards Analyzing Semantic Robustness of Deep Neural Networks
  9 Apr 2019 1 repository listed
• Curls & Whey: Boosting Black-Box Adversarial Attacks
  2 Apr 2019 1 repository listed Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 1 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 2 pointer-only (licence)
• Scaling up the randomized gradient-free adversarial attack reveals overestimation of robustness using established attacks
  27 Mar 2019 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems
  27 Mar 2019 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
• Defending against Whitebox Adversarial Attacks via Randomized Discretization
  25 Mar 2019 1 repository listed
• The LogBarrier adversarial attack: making effective use of decision boundary information
  25 Mar 2019 1 repository listed
• Adversarial Attacks on Deep Neural Networks for Time Series Classification
  17 Mar 2019 1 repository listed
• Adversarial Out-domain Examples for Generative Models
  7 Mar 2019 1 repository listed
• Is AmI (Attacks Meet Interpretability) Robust to Adversarial Examples?
  6 Feb 2019 1 repository listed
• Adversarial Metric Attack and Defense for Person Re-identification
  30 Jan 2019 1 repository listed
• Adversarial Attack and Defense on Graph Data: A Survey
  26 Dec 2018 1 repository listed
• Learning Transferable Adversarial Examples via Ghost Networks
  9 Dec 2018 1 repository listed
• SADA: Semantic Adversarial Diagnostic Attacks for Autonomous Applications
  5 Dec 2018 1 repository listed
• Task-generalizable Adversarial Attack based on Perceptual Metric
  22 Nov 2018 1 repository listed
• Parametric Noise Injection: Trainable Randomness to Improve Deep Neural Network Robustness against Adversarial Attack
  22 Nov 2018 1 repository listed Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples) · 3 pointer-only (licence)
• Improved Network Robustness with Adversary Critic
  30 Oct 2018 1 repository listed
• The Adversarial Attack and Detection under the Fisher Information Metric
  9 Oct 2018 1 repository listed
• CAAD 2018: Generating Transferable Adversarial Examples
  29 Sep 2018 1 repository listed
• Adversarial Defense via Data Dependent Activation Function and Total Variation Minimization
  23 Sep 2018 1 repository listed
• Structured Adversarial Attack: Towards General Implementation and Better Interpretability
  5 Aug 2018 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Evaluating and Understanding the Robustness of Adversarial Logit Pairing
  26 Jul 2018 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 5 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• With Friends Like These, Who Needs Adversaries?
  11 Jul 2018 1 repository listed
• A Game-Based Approximate Verification of Deep Neural Networks with Provable Guarantees
  10 Jul 2018 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
• Learning Visually-Grounded Semantics from Contrastive Adversarial Samples
  27 Jun 2018 1 repository listed Syntology official (archive's flag): 14 ran · 14 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 15 harvested samples) · 1 pointer-only (licence)
• Adversarial Attack on Graph Structured Data
  6 Jun 2018 1 repository listed
• Knowledge Distillation with Adversarial Samples Supporting Decision Boundary
  15 May 2018 1 repository listed Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 1 pointer-only (licence)
• Query-Efficient Black-box Adversarial Examples (superceded)
  19 Dec 2017 1 repository listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Generating Natural Adversarial Examples
  31 Oct 2017 1 repository listed
• Adversarial-Playground: A Visualization Suite Showing How Adversarial Examples Fool Deep Learning
  1 Aug 2017 1 repository listed
• Adversarial and Clean Data Are Not Twins
  17 Apr 2017 1 repository listed
• On Detecting Adversarial Perturbations
  14 Feb 2017 1 repository listed
• Adversarial Images for Variational Autoencoders
  1 Dec 2016 1 repository listed
• 3DGAA: Realistic and Robust 3D Gaussian-based Adversarial Attack for Autonomous Driving
  14 Jul 2025 0 repositories listed
• 3D Gaussian Splatting Driven Multi-View Robust Physical Adversarial Camouflage Generation
  2 Jul 2025 0 repositories listed
• Poster: Enhancing GNN Robustness for Network Intrusion Detection via Agent-based Analysis
  25 Jun 2025 0 repositories listed
• DRO-Augment Framework: Robustness by Synergizing Wasserstein Distributionally Robust Optimization and Data Augmentation
  22 Jun 2025 0 repositories listed
• Doppelganger Method: Breaking Role Consistency in LLM Agent via Prompt-based Transferable Adversarial Attack
  17 Jun 2025 0 repositories listed
• Alphabet Index Mapping: Jailbreaking LLMs through Semantic Dissimilarity
  15 Jun 2025 0 repositories listed
• Constraint-Guided Prediction Refinement via Deterministic Diffusion Trajectories
  15 Jun 2025 0 repositories listed
• On the existence of consistent adversarial attacks in high-dimensional linear classification
  14 Jun 2025 0 repositories listed
• Second Order State Hallucinations for Adversarial Attack Mitigation in Formation Control of Multi-Agent Systems
  14 Jun 2025 0 repositories listed
• Boosting Adversarial Transferability for Hyperspectral Image Classification Using 3D Structure-invariant Transformation and Intermediate Feature Distance
  12 Jun 2025 0 repositories listed
• Unsourced Adversarial CAPTCHA: A Bi-Phase Adversarial CAPTCHA Framework
  12 Jun 2025 0 repositories listed
• A look at adversarial attacks on radio waveforms from discrete latent space
  11 Jun 2025 0 repositories listed
• AdversariaL attacK sAfety aLIgnment(ALKALI): Safeguarding LLMs through GRACE: Geometric Representation-Aware Contrastive Enhancement- Introducing Adversarial Vulnerability Quality Index (AVQI)
  10 Jun 2025 0 repositories listed
• Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems
  30 May 2025 0 repositories listed
• Seeing the Threat: Vulnerabilities in Vision-Language Models to Adversarial Attack
  28 May 2025 0 repositories listed
• A Framework for Adversarial Analysis of Decision Support Systems Prior to Deployment
  27 May 2025 0 repositories listed
• Boosting Adversarial Transferability via High-Frequency Augmentation and Hierarchical-Gradient Fusion
  27 May 2025 0 repositories listed
• TESSER: Transfer-Enhancing Adversarial Attacks from Vision Transformers via Spectral and Semantic Regularization
  26 May 2025 0 repositories listed
• Curvature Dynamic Black-box Attack: revisiting adversarial robustness via dynamic curvature estimation
  25 May 2025 0 repositories listed
• Ownership Verification of DNN Models Using White-Box Adversarial Attacks with Specified Probability Manipulation
  23 May 2025 0 repositories listed
• Towards more transferable adversarial attack in black-box manner
  23 May 2025 0 repositories listed
• Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems
  22 May 2025 0 repositories listed
• Experimental robustness benchmark of quantum neural network on a superconducting quantum processor
  22 May 2025 0 repositories listed
• Tropical Attention: Neural Algorithmic Reasoning for Combinatorial Algorithms
  22 May 2025 0 repositories listed Syntology 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples)
• Beyond Classification: Evaluating Diffusion Denoised Smoothing for Security-Utility Trade off
  21 May 2025 0 repositories listed
• Adverseness vs. Equilibrium: Exploring Graph Adversarial Resilience through Dynamic Equilibrium
  20 May 2025 0 repositories listed
• EVALOOP: Assessing LLM Robustness in Programming from a Self-consistency Perspective
  18 May 2025 0 repositories listed
• FABLE: A Localized, Targeted Adversarial Attack on Weather Forecasting Models
  17 May 2025 0 repositories listed Syntology 6 ran (of which 6 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified; every one of the 6 samples that ran constructed an object rather than computing a result (of 9 harvested samples) · 9 pointer-only (licence)
• No Query, No Access
  12 May 2025 0 repositories listed
• Input-Specific and Universal Adversarial Attack Generation for Spiking Neural Networks in the Spiking Domain
  7 May 2025 0 repositories listed
• Adversarial Attacks in Multimodal Systems: A Practitioner's Survey
  6 May 2025 0 repositories listed
• Rogue Cell: Adversarial Attack and Defense in Untrusted O-RAN Setup Exploiting the Traffic Steering xApp
  3 May 2025 0 repositories listed
• Constrained Network Adversarial Attacks: Validity, Robustness, and Transferability
  2 May 2025 0 repositories listed
• Analysis of the vulnerability of machine learning regression models to adversarial attacks using data from 5G wireless networks
  1 May 2025 0 repositories listed
• AGATE: Stealthy Black-box Watermarking for Multimodal Model Copyright Protection
  28 Apr 2025 0 repositories listed
• Seeking Flat Minima over Diverse Surrogates for Improved Adversarial Transferability: A Theoretical Framework and Algorithmic Instantiation
  23 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
• Q-FAKER: Query-free Hard Black-box Attack via Controlled Generation
  18 Apr 2025 0 repositories listed
• SemDiff: Generating Natural Unrestricted Adversarial Examples via Semantic Attributes Optimization in Diffusion Models
  16 Apr 2025 0 repositories listed
• Bregman Linearized Augmented Lagrangian Method for Nonconvex Constrained Stochastic Zeroth-order Optimization
  13 Apr 2025 0 repositories listed
• Toward Spiking Neural Network Local Learning Modules Resistant to Adversarial Attacks
  11 Apr 2025 0 repositories listed
• Towards Calibration Enhanced Network by Inverse Adversarial Attack
  8 Apr 2025 0 repositories listed
• Secure Diagnostics: Adversarial Robustness Meets Clinical Interpretability
  7 Apr 2025 0 repositories listed
• Moving Target Defense Against Adversarial False Data Injection Attacks In Power Grids
  3 Apr 2025 0 repositories listed
• Overlap-Aware Feature Learning for Robust Unsupervised Domain Adaptation for 3D Semantic Segmentation
  2 Apr 2025 0 repositories listed
• TenAd: A Tensor-based Low-rank Black Box Adversarial Attack for Video Classification
  1 Apr 2025 0 repositories listed
• Unleashing the Power of Pre-trained Encoders for Universal Adversarial Attack Detection
  1 Apr 2025 0 repositories listed
• Agents Under Siege: Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks
  31 Mar 2025 0 repositories listed
• Towards Benchmarking and Assessing the Safety and Robustness of Autonomous Driving on Safety-critical Scenarios
  31 Mar 2025 0 repositories listed
• Robust Deep Reinforcement Learning in Robotics via Adaptive Gradient-Masked Adversarial Attacks
  26 Mar 2025 0 repositories listed
• State-Aware Perturbation Optimization for Robust Deep Reinforcement Learning
  26 Mar 2025 0 repositories listed
• ImF: Implicit Fingerprint for Large Language Models
  25 Mar 2025 0 repositories listed
• Make the Most of Everything: Further Considerations on Disrupting Diffusion-based Customization
  18 Mar 2025 0 repositories listed
• Augmented Adversarial Trigger Learning
  16 Mar 2025 0 repositories listed
• ReLATE: Resilient Learner Selection for Multivariate Time-Series Classification Against Adversarial Attacks
  10 Mar 2025 0 repositories listed

Syntology lines on 16 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.