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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 3 of 3: papers 201 to 283 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.

• 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
• RecUP-FL: Reconciling Utility and Privacy in Federated Learning via User-configurable Privacy Defense
  11 Apr 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 Against Agnostic Inference Attacks in Vertical Federated Learning
  10 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
• Ranking Differential Privacy
  2 Jan 2023 0 repositories listed
• GAN-based Domain Inference Attack
  22 Dec 2022 0 repositories listed
• Holistic risk assessment of inference attacks in machine learning
  15 Dec 2022 0 repositories listed
• White-box Inference Attacks against Centralized Machine Learning and Federated 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
• On the Alignment of Group Fairness with Attribute Privacy
  18 Nov 2022 0 repositories listed
• Inferring Class Label Distribution of Training Data from Classifiers: An Accuracy-Augmented Meta-Classifier Attack
  8 Nov 2022 0 repositories listed
• Local Model Reconstruction Attacks in Federated Learning and their Uses
  28 Oct 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
• Property inference attack; Graph neural networks; Privacy attacks and defense; Trustworthy machine learning
  2 Sep 2022 0 repositories listed
• Adversarial Machine Learning-Based Anticipation of Threats Against Vehicle-to-Microgrid Services
  9 Aug 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
• Technical Report: Assisting Backdoor Federated Learning with Whole Population Knowledge Alignment
  25 Jul 2022 0 repositories listed
• Privacy Against Inference Attacks in Vertical Federated Learning
  24 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
• Comprehensive Privacy Analysis on Federated Recommender System against Attribute Inference Attacks
  24 May 2022 0 repositories listed
• Residue-based Label Protection Mechanisms in Vertical Logistic Regression
  9 May 2022 0 repositories listed
• I Can Read Your Mind: Control Mechanism Secrecy of Networked Dynamical Systems under Inference Attacks
  7 May 2022 0 repositories listed
• Similarity-based Label Inference Attack against Training and Inference of Split Learning
  10 Mar 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
• PPA: Preference Profiling Attack Against Federated Learning
  10 Feb 2022 0 repositories listed
• Dikaios: Privacy Auditing of Algorithmic Fairness via Attribute Inference Attacks
  4 Feb 2022 0 repositories listed
• Are Your Sensitive Attributes Private? Novel Model Inversion Attribute Inference Attacks on Classification Models
  23 Jan 2022 0 repositories listed
• A Privacy-Preserving Unsupervised Domain Adaptation Framework for Clinical Text Analysis
  18 Jan 2022 0 repositories listed
• Batch Label Inference and Replacement Attacks in Black-Boxed Vertical Federated Learning
  10 Dec 2021 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
• MixNN: Protection of Federated Learning Against Inference Attacks by Mixing Neural Network Layers
  26 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
• Privacy-Preserving Eye-tracking Using Deep Learning
  17 Jun 2021 0 repositories listed
• Killing One Bird with Two Stones: Model Extraction and Attribute Inference Attacks against BERT-based APIs
  23 May 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
• On the (In)Feasibility of Attribute Inference Attacks on Machine Learning Models
  12 Mar 2021 0 repositories listed
• An Analysis Of Protected Health Information Leakage In Deep-Learning Based De-Identification Algorithms
  28 Jan 2021 0 repositories listed
• EXPLORING VULNERABILITIES OF BERT-BASED APIS
  1 Jan 2021 0 repositories listed
• Evaluation of Inference Attack Models for Deep Learning on Medical Data
  31 Oct 2020 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
• Differentially Private k-Means Clustering with Guaranteed Convergence
  3 Feb 2020 0 repositories listed
• Effects of Differential Privacy and Data Skewness on Membership Inference Vulnerability
  21 Nov 2019 0 repositories listed
• Quantifying (Hyper) Parameter Leakage in Machine Learning
  31 Oct 2019 0 repositories listed
• Reducing audio membership inference attack accuracy to chance: 4 defenses
  31 Oct 2019 0 repositories listed
• Eavesdrop the Composition Proportion of Training Labels in Federated Learning
  14 Oct 2019 0 repositories listed
• Adversarial Privacy Preservation under Attribute Inference Attack
  25 Sep 2019 0 repositories listed
• Defending against Machine Learning based Inference Attacks via Adversarial Examples: Opportunities and Challenges
  17 Sep 2019 0 repositories listed
• Trade-offs and Guarantees of Adversarial Representation Learning for Information Obfuscation
  19 Jun 2019 0 repositories listed
• Membership Privacy for Machine Learning Models Through Knowledge Transfer
  15 Jun 2019 0 repositories listed
• Quantifying the Privacy Risks of Learning High-Dimensional Graphical Models
  29 May 2019 0 repositories listed
• Generative Adversarial Networks for Black-Box API Attacks with Limited Training Data
  25 Jan 2019 0 repositories listed
• Differentially Private Data Generative Models
  6 Dec 2018 0 repositories listed
• Active Deep Learning Attacks under Strict Rate Limitations for Online API Calls
  5 Nov 2018 0 repositories listed
• TrISec: Training Data-Unaware Imperceptible Security Attacks on Deep Neural Networks
  2 Nov 2018 0 repositories listed