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Membership Inference Attack

Papers archive 2025-07-28

archive papers tagged: 186 · with a code link: 78 · where Syntology ran a sample: 36 (24 with a run with no instrument failure, 12 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (36 of 186 tagged: 24 with a run with no instrument failure, 12 where every run was a failure of Syntology's instrument)

Page 2 of 2: papers 101 to 186 of 186, 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.

• TDDBench: A Benchmark for Training data detection
  5 Nov 2024 0 repositories listed Syntology 2 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; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• WaKA: Data Attribution using K-Nearest Neighbors and Membership Privacy Principles
  2 Nov 2024 0 repositories listed
• Unveiling Synthetic Faces: How Synthetic Datasets Can Expose Real Identities
  31 Oct 2024 0 repositories listed
• Identity-Focused Inference and Extraction Attacks on Diffusion Models
  14 Oct 2024 0 repositories listed
• Privacy Vulnerabilities in Marginals-based Synthetic Data
  7 Oct 2024 0 repositories listed
• Membership Privacy Evaluation in Deep Spiking Neural Networks
  28 Sep 2024 0 repositories listed
• Subject Data Auditing via Source Inference Attack in Cross-Silo Federated Learning
  28 Sep 2024 0 repositories listed
• Membership Inference Attacks Against In-Context Learning
  2 Sep 2024 0 repositories listed
• Membership Inference Attack Against Masked Image Modeling
  13 Aug 2024 0 repositories listed
• Pathway to Secure and Trustworthy ZSM for LLMs: Attacks, Defense, and Opportunities
  1 Aug 2024 0 repositories listed
• Accuracy-Privacy Trade-off in the Mitigation of Membership Inference Attack in Federated Learning
  26 Jul 2024 0 repositories listed
• Unveiling Structural Memorization: Structural Membership Inference Attack for Text-to-Image Diffusion Models
  18 Jul 2024 0 repositories listed
• Exposing Privacy Gaps: Membership Inference Attack on Preference Data for LLM Alignment
  8 Jul 2024 0 repositories listed
• Curvature Clues: Decoding Deep Learning Privacy with Input Loss Curvature
  3 Jul 2024 0 repositories listed
• A Zero Auxiliary Knowledge Membership Inference Attack on Aggregate Location Data
  26 Jun 2024 0 repositories listed
• ReCaLL: Membership Inference via Relative Conditional Log-Likelihoods
  23 Jun 2024 0 repositories listed
• Data Plagiarism Index: Characterizing the Privacy Risk of Data-Copying in Tabular Generative Models
  18 Jun 2024 0 repositories listed
• Semantic Membership Inference Attack against Large Language Models
  14 Jun 2024 0 repositories listed
• Machine Unlearning for Uplink Interference Cancellation
  10 Jun 2024 0 repositories listed
• Is My Data in Your Retrieval Database? Membership Inference Attacks Against Retrieval Augmented Generation
  30 May 2024 0 repositories listed
• Towards Black-Box Membership Inference Attack for Diffusion Models
  25 May 2024 0 repositories listed
• Many-Shot Regurgitation (MSR) Prompting
  13 May 2024 0 repositories listed
• Federated Graph Condensation with Information Bottleneck Principles
  7 May 2024 0 repositories listed
• Towards Reliable Empirical Machine Unlearning Evaluation: A Game-Theoretic View
  17 Apr 2024 0 repositories listed
• A Federated Parameter Aggregation Method for Node Classification Tasks with Different Graph Network Structures
  24 Mar 2024 0 repositories listed
• ∇τ: Gradient-based and Task-Agnostic machine Unlearning
  21 Mar 2024 0 repositories listed
• Low-Cost Privacy-Preserving Decentralized Learning
  18 Mar 2024 0 repositories listed
• On the Impact of Uncertainty and Calibration on Likelihood-Ratio Membership Inference Attacks
  16 Feb 2024 0 repositories listed
• Why Does Differential Privacy with Large Epsilon Defend Against Practical Membership Inference Attacks?
  14 Feb 2024 0 repositories listed
• Impact of Dataset Properties on Membership Inference Vulnerability of Deep Transfer Learning
  7 Feb 2024 0 repositories listed
• De-identification is not always enough
  31 Jan 2024 0 repositories listed
• Inference Attacks Against Face Recognition Model without Classification Layers
  24 Jan 2024 0 repositories listed
• Differentially Private and Adversarially Robust Machine Learning: An Empirical Evaluation
  18 Jan 2024 0 repositories listed
• Task Contamination: Language Models May Not Be Few-Shot Anymore
  26 Dec 2023 0 repositories listed
• Preserving Privacy in GANs Against Membership Inference Attack
  6 Nov 2023 0 repositories listed
• Black-Box Training Data Identification in GANs via Detector Networks
  18 Oct 2023 0 repositories listed
• A Comprehensive Study of Privacy Risks in Curriculum Learning
  16 Oct 2023 0 repositories listed
• Epsilon*: Privacy Metric for Machine Learning Models
  21 Jul 2023 0 repositories listed
• Set-Membership Inference Attacks using Data Watermarking
  22 Jun 2023 0 repositories listed
• Towards More Realistic Membership Inference Attacks on Large Diffusion Models
  22 Jun 2023 0 repositories listed
• Membership inference attack with relative decision boundary distance
  7 Jun 2023 0 repositories listed
• Does Black-box Attribute Inference Attacks on Graph Neural Networks Constitute Privacy Risk?
  1 Jun 2023 0 repositories listed
• Flocks of Stochastic Parrots: Differentially Private Prompt Learning for Large Language Models
  24 May 2023 0 repositories listed
• Do Backdoors Assist Membership Inference Attacks?
  22 Mar 2023 0 repositories listed
• Membership Inference Attack for Beluga Whales Discrimination
  28 Feb 2023 0 repositories listed
• Targeted Attack on GPT-Neo for the SATML Language Model Data Extraction Challenge
  13 Feb 2023 0 repositories listed
• Privacy-Preserving Representation Learning for Text-Attributed Networks with Simplicial Complexes
  9 Feb 2023 0 repositories listed
• AUTOLYCUS: Exploiting Explainable AI (XAI) for Model Extraction Attacks against Interpretable Models
  4 Feb 2023 0 repositories listed
• Privacy Risk for anisotropic Langevin dynamics using relative entropy bounds
  1 Feb 2023 0 repositories listed
• Interaction-level Membership Inference Attack Against Federated Recommender Systems
  26 Jan 2023 0 repositories listed
• Holistic risk assessment of inference attacks in machine learning
  15 Dec 2022 0 repositories listed
• Privacy-Preserving Collaborative Learning through Feature Extraction
  13 Dec 2022 0 repositories listed
• Purifier: Defending Data Inference Attacks via Transforming Confidence Scores
  1 Dec 2022 0 repositories listed
• A Novel Membership Inference Attack against Dynamic Neural Networks by Utilizing Policy Networks Information
  17 Oct 2022 0 repositories listed
• Privacy Attacks Against Biometric Models with Fewer Samples: Incorporating the Output of Multiple Models
  22 Sep 2022 0 repositories listed
• On the Evaluation of User Privacy in Deep Neural Networks using Timing Side Channel
  1 Aug 2022 0 repositories listed
• Label-Only Membership Inference Attack against Node-Level Graph Neural Networks
  27 Jul 2022 0 repositories listed
• White-box Membership Attack Against Machine Learning Based Retinopathy Classification
  30 May 2022 0 repositories listed
• A Blessing of Dimensionality in Membership Inference through Regularization
  27 May 2022 0 repositories listed
• Membership Privacy Protection for Image Translation Models via Adversarial Knowledge Distillation
  10 Mar 2022 0 repositories listed
• Quantifying Privacy Risks of Masked Language Models Using Membership Inference Attacks
  8 Mar 2022 0 repositories listed
• An Efficient Subpopulation-based Membership Inference Attack
  4 Mar 2022 0 repositories listed
• User-Level Membership Inference Attack against Metric Embedding Learning
  4 Mar 2022 0 repositories listed
• A Privacy-Preserving Unsupervised Domain Adaptation Framework for Clinical Text Analysis
  18 Jan 2022 0 repositories listed
• Machine unlearning via GAN
  22 Nov 2021 0 repositories listed
• Knowledge Cross-Distillation for Membership Privacy
  2 Nov 2021 0 repositories listed
• Membership Inference Attack in Face of Data Transformations
  29 Sep 2021 0 repositories listed
• Membership Inference Attacks Against Temporally Correlated Data in Deep Reinforcement Learning
  8 Sep 2021 0 repositories listed
• Membership Inference Attack and Defense for Wireless Signal Classifiers with Deep Learning
  22 Jul 2021 0 repositories listed
• Membership Inference on Word Embedding and Beyond
  21 Jun 2021 0 repositories listed
• Bounding Information Leakage in Machine Learning
  9 May 2021 0 repositories listed
• Membership Inference Attack Susceptibility of Clinical Language Models
  16 Apr 2021 0 repositories listed
• Membership Inference Attacks on Knowledge Graphs
  16 Apr 2021 0 repositories listed
• An Analysis Of Protected Health Information Leakage In Deep-Learning Based De-Identification Algorithms
  28 Jan 2021 0 repositories listed
• An Extension of Fano's Inequality for Characterizing Model Susceptibility to Membership Inference Attacks
  17 Sep 2020 0 repositories listed
• Quantifying Membership Inference Vulnerability via Generalization Gap and Other Model Metrics
  11 Sep 2020 0 repositories listed
• Sampling Attacks: Amplification of Membership Inference Attacks by Repeated Queries
  1 Sep 2020 0 repositories listed
• Against Membership Inference Attack: Pruning is All You Need
  28 Aug 2020 0 repositories listed
• Sharing Models or Coresets: A Study based on Membership Inference Attack
  6 Jul 2020 0 repositories listed
• Over-the-Air Membership Inference Attacks as Privacy Threats for Deep Learning-based Wireless Signal Classifiers
  25 Jun 2020 0 repositories listed
• On the Effectiveness of Regularization Against Membership Inference Attacks
  9 Jun 2020 0 repositories listed
• DAMIA: Leveraging Domain Adaptation as a Defense against Membership Inference Attacks
  16 May 2020 0 repositories listed
• Defending Model Inversion and Membership Inference Attacks via Prediction Purification
  8 May 2020 0 repositories listed
• Effects of Differential Privacy and Data Skewness on Membership Inference Vulnerability
  21 Nov 2019 0 repositories listed
• Reducing audio membership inference attack accuracy to chance: 4 defenses
  31 Oct 2019 0 repositories listed
• Differentially Private Data Generative Models
  6 Dec 2018 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.