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Inference Attack

Papers archive 2025-07-28

archive papers tagged: 283 · with a code link: 114 · where Syntology ran a sample: 48 (30 with a run with no instrument failure, 18 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (48 of 283 tagged: 30 with a run with no instrument failure, 18 where every run was a failure of Syntology's instrument)

Page 2 of 3: papers 101 to 200 of 283, 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.

• Revisiting Membership Inference Under Realistic Assumptions
  21 May 2020 1 repository listed Syntology official (archive's flag): 14 ran · 14 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 0 honoured, 0 violated, 14 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 18 harvested samples)
• When Machine Unlearning Jeopardizes Privacy
  5 May 2020 1 repository listed
• Exploiting Defenses against GAN-Based Feature Inference Attacks in Federated Learning
  27 Apr 2020 1 repository listed
• Systematic Evaluation of Privacy Risks of Machine Learning Models
  24 Mar 2020 1 repository listed Syntology official (archive's flag): 1 ran · 1 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; 1 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples)
• Data and Model Dependencies of Membership Inference Attack
  17 Feb 2020 1 repository listed
• Membership Inference Attacks Against Object Detection Models
  12 Jan 2020 1 repository listed
• Assessing differentially private deep learning with Membership Inference
  24 Dec 2019 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• An Empirical Study on the Intrinsic Privacy of SGD
  5 Dec 2019 1 repository listed Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 16 harvested samples)
• RIGA: Covert and Robust White-Box Watermarking of Deep Neural Networks
  31 Oct 2019 1 repository listed
• GAN-Leaks: A Taxonomy of Membership Inference Attacks against Generative Models
  9 Sep 2019 1 repository listed Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 3 honoured, 0 violated, 7 with no contract checked; 3 where Syntology's instrument failed) · 9 unverified (of 22 harvested samples) · 5 pointer-only (licence)
• Reconstruction and Membership Inference Attacks against Generative Models
  7 Jun 2019 1 repository listed
• Privacy Risks of Securing Machine Learning Models against Adversarial Examples
  24 May 2019 1 repository listed Syntology official (archive's flag): 1 ran · 1 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; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Machine Learning with Membership Privacy using Adversarial Regularization
  16 Jul 2018 1 repository listed
• Understanding Membership Inferences on Well-Generalized Learning Models
  13 Feb 2018 1 repository listed
• Orthogonal Soft Pruning for Efficient Class Unlearning
  24 Jun 2025 0 repositories listed
• When Better Features Mean Greater Risks: The Performance-Privacy Trade-Off in Contrastive Learning
  6 Jun 2025 0 repositories listed
• Membership Inference Attacks on Sequence Models
  5 Jun 2025 0 repositories listed
• An Out-Of-Distribution Membership Inference Attack Approach for Cross-Domain Graph Attacks
  26 May 2025 0 repositories listed
• EC-LDA : Label Distribution Inference Attack against Federated Graph Learning with Embedding Compression
  21 May 2025 0 repositories listed
• Securing Genomic Data Against Inference Attacks in Federated Learning Environments
  12 May 2025 0 repositories listed
• AugMixCloak: A Defense against Membership Inference Attacks via Image Transformation
  11 May 2025 0 repositories listed
• A new membership inference attack that spots memorization in generative and predictive models: Loss-Based with Reference Model algorithm (LBRM)
  6 May 2025 0 repositories listed
• Whispers of Data: Unveiling Label Distributions in Federated Learning Through Virtual Client Simulation
  30 Apr 2025 0 repositories listed
• DeSIA: Attribute Inference Attacks Against Limited Fixed Aggregate Statistics
  25 Apr 2025 0 repositories listed
• Disparate Privacy Vulnerability: Targeted Attribute Inference Attacks and Defenses
  5 Apr 2025 0 repositories listed
• Graph-Level Label-Only Membership Inference Attack against Graph Neural Networks
  24 Mar 2025 0 repositories listed
• BLIA: Detect model memorization in binary classification model through passive Label Inference attack
  17 Mar 2025 0 repositories listed
• DP-GPL: Differentially Private Graph Prompt Learning
  13 Mar 2025 0 repositories listed
• Efficient Membership Inference Attacks by Bayesian Neural Network
  10 Mar 2025 0 repositories listed
• Towards Label-Only Membership Inference Attack against Pre-trained Large Language Models
  26 Feb 2025 0 repositories listed
• Membership Inference Attacks for Face Images Against Fine-Tuned Latent Diffusion Models
  17 Feb 2025 0 repositories listed
• A hierarchical approach for assessing the vulnerability of tree-based classification models to membership inference attack
  13 Feb 2025 0 repositories listed
• Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation
  11 Feb 2025 0 repositories listed
• Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks
  3 Feb 2025 0 repositories listed
• Tool Unlearning for Tool-Augmented LLMs
  3 Feb 2025 0 repositories listed
• Redefining Machine Unlearning: A Conformal Prediction-Motivated Approach
  31 Jan 2025 0 repositories listed Syntology 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 13 harvested samples)
• Unlearning Clients, Features and Samples in Vertical Federated Learning
  23 Jan 2025 0 repositories listed
• Tag&Tab: Pretraining Data Detection in Large Language Models Using Keyword-Based Membership Inference Attack
  14 Jan 2025 0 repositories listed
• A Volumetric Approach to Privacy of Dynamical Systems
  6 Jan 2025 0 repositories listed
• From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning
  6 Jan 2025 0 repositories listed
• AdaMixup: A Dynamic Defense Framework for Membership Inference Attack Mitigation
  4 Jan 2025 0 repositories listed
• Prompt-based Unifying Inference Attack on Graph Neural Networks
  20 Dec 2024 0 repositories listed
• A Statistical and Multi-Perspective Revisiting of the Membership Inference Attack in Large Language Models
  18 Dec 2024 0 repositories listed
• Effectiveness of L2 Regularization in Privacy-Preserving Machine Learning
  2 Dec 2024 0 repositories listed
• Membership Inference Attack against Long-Context Large Language Models
  18 Nov 2024 0 repositories listed
• On the Privacy Risk of In-context Learning
  15 Nov 2024 0 repositories listed
• 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
• Privacy-Preserving Dynamic Assortment Selection
  29 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
• GAZEploit: Remote Keystroke Inference Attack by Gaze Estimation from Avatar Views in VR/MR Devices
  12 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 Privacy Vulnerabilities: Investigating the Role of Structure in Graph Data
  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
• Feature Inference Attack on Shapley Values
  16 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
• Breaking Secure Aggregation: Label Leakage from Aggregated Gradients in Federated Learning
  22 Jun 2024 0 repositories listed
• Fingerprint Membership and Identity Inference Against Generative Adversarial Networks
  21 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
• Inference Attacks: A Taxonomy, Survey, and Promising Directions
  4 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
• Hyperparameter Optimization for SecureBoost via Constrained Multi-Objective Federated Learning
  6 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
• Physical Trajectory Inference Attack and Defense in Decentralized POI Recommendation
  26 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
• Adaptive Domain Inference Attack with Concept Hierarchy
  22 Dec 2023 0 repositories listed
• Poincaré Differential Privacy for Hierarchy-Aware Graph Embedding
  19 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
• VertexSerum: Poisoning Graph Neural Networks for Link Inference
  2 Aug 2023 0 repositories listed Syntology 1 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; 1 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Epsilon*: Privacy Metric for Machine Learning Models
  21 Jul 2023 0 repositories listed
• Eliminating Label Leakage in Tree-Based Vertical Federated Learning
  19 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
• Inferring Communities of Interest in Collaborative Learning-based Recommender Systems
  15 Jun 2023 0 repositories listed

Syntology lines on 9 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.