Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T15:44:00.867570Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 0 inbound Pith citation observations for arXiv:2502.06374.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T15:44:00.867570Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
58 of 58 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 19148a96-e7ab-4b90-826d-c8592a18e4b1 · outbound
Hyperparameters in Score-Based Membership Inference Attacks Membership Inference Attacks Against Machine Learning Models,
Reference 1
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Observation f91878fe-e8eb-4c6f-be96-5babc2aab952 · outbound
Hyperparameters in Score-Based Membership Inference Attacks Membership Inference Attacks From First Principles,
Reference 2
Source-reported events for the cited work
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Observation c52b505e-ac68-4177-85c1-6213a16e7067 · outbound
Hyperparameters in Score-Based Membership Inference Attacks Enhanced Membership Inference At- tacks against Machine Learning Models,
Reference 3
Source-reported events for the cited work
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Observation bb381e38-870f-4086-a98a-ad2b84df3c04 · outbound
Hyperparameters in Score-Based Membership Inference Attacks Low-cost High-power Membership Inference Attacks,
Reference 4
Source-reported events for the cited work
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Observation 537d27c9-eee9-4ee6-a977-cc7dde5dc483 · outbound
Hyperparameters in Score-Based Membership Inference Attacks Mem- bership Inference Attacks by Exploiting Loss Trajec- tory,
Reference 5
Source-reported events for the cited work
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Observation b6a12be6-8df3-4e5c-bfcd-18728354aa91 · outbound
Hyperparameters in Score-Based Membership Inference Attacks ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models,
Reference 6
Source-reported events for the cited work
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Observation 659c88ca-b0c4-4125-8fb4-0de8e9354cdd · outbound
Hyperparameters in Score-Based Membership Inference Attacks Calibrating Noise to Sensitivity in Private Data Analysis,
Reference 7
Source-reported events for the cited work
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Observation ccfee7e9-c13c-49f8-b94e-4263b45c39c7 · outbound
Hyperparameters in Score-Based Membership Inference Attacks Private Selection From Private Candidates,
Reference 8
Source-reported events for the cited work
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Observation db88b08e-bd48-4cf3-808f-075b59be843d · outbound
Hyperparameters in Score-Based Membership Inference Attacks Hyperparameter Tun- ing with Renyi Differential Privacy,
Reference 9
Source-reported events for the cited work
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Observation ccb8cfc5-aa4c-4cf7-9459-4ca22c2841a6 · outbound
Hyperparameters in Score-Based Membership Inference Attacks Practical Differen- tially Private Hyperparameter Tuning with Subsam- pling,
Reference 10
Source-reported events for the cited work
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Observation 327717d7-610e-4434-9d57-9041b51d7b63 · outbound
Hyperparameters in Score-Based Membership Inference Attacks DP-HyPO: An Adaptive Private Framework for Hy- perparameter Optimization,
Reference 11
Source-reported events for the cited work
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Observation 905c8b64-1907-4b88-a8b2-2a167f7df9c9 · outbound
Hyperparameters in Score-Based Membership Inference Attacks Tight Au- diting of Differentially Private Machine Learning,
Reference 12
Source-reported events for the cited work
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Observation 9c01b0a9-cd3e-437e-ab94-fc0f952c4eda · outbound
Hyperparameters in Score-Based Membership Inference Attacks Revisit- ing Differentially Private Hyper-parameter Tuning,
Reference 13
Source-reported events for the cited work
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Observation bd9e2b07-c8bf-4b80-9170-1077e113221e · outbound
Hyperparameters in Score-Based Membership Inference Attacks Adversarial Machine Learning: A Taxonomy and Terminology of Attacks and Mitigations,
Reference 14
Source-reported events for the cited work
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Observation c3e8cca2-ff6a-4eaa-9551-7293d15749fb · outbound
Hyperparameters in Score-Based Membership Inference Attacks Membership Inference Attacks on Ma- chine Learning: A Survey,
Reference 15
Source-reported events for the cited work
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Observation 1c2cbf52-ac31-45c9-af5c-8c8256e60581 · outbound
Hyperparameters in Score-Based Membership Inference Attacks Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning
Reference 16
Source-reported events for the cited work
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Observation 98bdae8c-aa68-4ed1-9e5e-54abe507fa17 · outbound
Hyperparameters in Score-Based Membership Inference Attacks Label-only Membership Inference At- tacks,
Reference 17
Source-reported events for the cited work
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Observation 2773a191-9b60-46a5-b092-df90fb7cdd75 · outbound
Hyperparameters in Score-Based Membership Inference Attacks A Differentially Pri- vate Stochastic Gradient Descent Algorithm for Mul- tiparty Classification,
Reference 18
Source-reported events for the cited work
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Observation b922f5ad-5b08-4807-bedb-1264480201dd · outbound
Hyperparameters in Score-Based Membership Inference Attacks Stochas- tic Gradient Descent With Differentially Private Up- dates,
Reference 19
Source-reported events for the cited work
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Observation 3112f6e6-f9e6-4a3e-ad0e-2a8217c3ee10 · outbound
Hyperparameters in Score-Based Membership Inference Attacks Deep Learning with Differential Privacy,
Reference 20
Source-reported events for the cited work
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Observation 5a8a897c-fee0-4de3-adbd-386142464405 · outbound
Hyperparameters in Score-Based Membership Inference Attacks How to DP-fy ML: A Practical Guide to Machine Learning with Differential Privacy,
Reference 21
Source-reported events for the cited work
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Observation 1b654558-0460-4eb6-b00d-eafd6d644389 · outbound
Hyperparameters in Score-Based Membership Inference Attacks Posi- tion: Considerations for Differentially Private Learn- ing with Large-scale Public Pretraining,
Reference 22
Source-reported events for the cited work
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Observation 8a671f27-85fb-4a40-b798-63a2570eade4 · outbound
Hyperparameters in Score-Based Membership Inference Attacks How Transferable Are Features in Deep Neural Networks?
Reference 23
Source-reported events for the cited work
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Observation 325737e6-c2e1-42df-a414-9bf03f4b098d · outbound
Hyperparameters in Score-Based Membership Inference Attacks Fine-Tuning with Differential Privacy Necessitates an Additional Hyperparameter Search
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation deb66e0a-ea60-468a-8900-eeebdf981fab · outbound
Hyperparameters in Score-Based Membership Inference Attacks Toward Training at ImageNet Scale with Differential Privacy
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2b71fd3-cc78-4b44-ac2d-83b00a1497a1 · outbound
Hyperparameters in Score-Based Membership Inference Attacks On the Efficacy of Differentially Private Few-shot Image Classification,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c1d0cd00-7ef1-4ec7-9166-41ed504ea135 · outbound
Hyperparameters in Score-Based Membership Inference Attacks Privacy-aware Document Visual Question Answering,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 972cb959-cc62-42d1-99f8-053d4fd7d46d · outbound
Hyperparameters in Score-Based Membership Inference Attacks Large Language Models Can Be Strong Differen- tially Private Learners,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation eb0a7035-7c9f-49cb-8754-9f4e3ae6437d · outbound
Hyperparameters in Score-Based Membership Inference Attacks Differ- entially Private Fine-tuning of Language Models,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 79802573-c183-4ac9-8b58-ae40fe617001 · outbound
Hyperparameters in Score-Based Membership Inference Attacks LoRA: Low- rank Adaptation of Large Language Models,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5db48dc8-dad4-4a15-8d7d-fcf98fae92cc · outbound
Hyperparameters in Score-Based Membership Inference Attacks FiLM: Visual Reasoning with a General Conditioning Layer,
Reference 31
Source-reported events for the cited work
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Observation 3c8f92c1-0617-48ba-b264-7eaa3d7e41f8 · outbound
Hyperparameters in Score-Based Membership Inference Attacks Unlocking High-Accuracy Differentially Private Image Classification through Scale
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f33e58a0-03da-4abf-a15e-3f530636ef9d · outbound
Hyperparameters in Score-Based Membership Inference Attacks Adversary Instantiation: Lower Bounds for Differentially Private Machine Learning,
Reference 33
Source-reported events for the cited work
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Observation 199e21c3-0402-49d9-92e5-6bf54c46c3ec · outbound
Hyperparameters in Score-Based Membership Inference Attacks Auditing Differentially Private Machine Learning: How Private is Private SGD?
Reference 34
Source-reported events for the cited work
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Observation f12dd784-1183-4c87-8866-5935be502c74 · outbound
Hyperparameters in Score-Based Membership Inference Attacks The Compo- sition Theorem for Differential Privacy,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 506340c5-733f-47d2-90a4-e8543ce0152e · outbound
Hyperparameters in Score-Based Membership Inference Attacks Learning Multiple Layers of Features From Tiny Images,
Reference 36
Source-reported events for the cited work
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Observation 608de0d3-397f-483c-9445-e61d6ce91674 · outbound
Hyperparameters in Score-Based Membership Inference Attacks Adam: A Method for Stochastic Optimization,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c9e87d96-0ae7-477d-ada9-cc993ec2dcbb · outbound
Hyperparameters in Score-Based Membership Inference Attacks ImageNet Large Scale Visual Recognition Chal- lenge,
Reference 38
Source-reported events for the cited work
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Observation 1a3a7616-0c5d-44c5-bc1c-0b25408af7be · outbound
Hyperparameters in Score-Based Membership Inference Attacks Big Transfer (BiT): General Visual Representation Learning,
Reference 39
Source-reported events for the cited work
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Observation b59f0a7a-1e71-497c-8113-dd15d166c0fc · outbound
Hyperparameters in Score-Based Membership Inference Attacks An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale,
Reference 40
Source-reported events for the cited work
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Observation 9d3326e9-2f17-4bb7-8921-4528bfd0b04c · outbound
Hyperparameters in Score-Based Membership Inference Attacks K for the Price of 1: Parameter- efficient Multi-task and Transfer Learning,
Reference 41
Source-reported events for the cited work
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Observation 0845f8cf-0cb7-4bdf-a529-2a4888fd2b58 · outbound
Hyperparameters in Score-Based Membership Inference Attacks Contextual Squeeze-and-excitation for Efficient Few-shot Image Classification,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4f1c02f0-3ae5-45be-8577-62e024d07e68 · outbound
Hyperparameters in Score-Based Membership Inference Attacks FiT: Parameter Efficient Few-shot Transfer Learning for Personal- ized and Federated Image Classification,
Reference 43
Source-reported events for the cited work
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Observation 9e229d75-e37e-469b-a89c-ff86027d0e34 · outbound
Hyperparameters in Score-Based Membership Inference Attacks Opacus: User-Friendly Differential Privacy Library in PyTorch
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c50ac7f-00f4-43e7-9c71-1079af10d5c6 · outbound
Hyperparameters in Score-Based Membership Inference Attacks Py- Torch: An Imperative Style, High-performance Deep Learning Library,
Reference 45
Source-reported events for the cited work
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Observation 0aa3b030-463e-4b22-b4dd-47619cf0f542 · outbound
Hyperparameters in Score-Based Membership Inference Attacks Numerical Composition of Differential Privacy,
Reference 46
Source-reported events for the cited work
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Observation f3efebc0-5afe-407b-b023-eb61e62240e6 · outbound
Hyperparameters in Score-Based Membership Inference Attacks The Use of Confi- dence or Fiducial Limits Illustrated in the Case of the Binomial,
Reference 47
Source-reported events for the cited work
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Observation 4c507725-4bb9-4cdc-b5a4-317af62a6a4a · outbound
Hyperparameters in Score-Based Membership Inference Attacks Scalable Membership Inference At- tacks via Quantile Regression,
Reference 48
Source-reported events for the cited work
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Observation cd7d829d-7051-48dc-b548-c645bfdd9d15 · outbound
Hyperparameters in Score-Based Membership Inference Attacks The Probable Error of a Mean,
Reference 49
Source-reported events for the cited work
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Observation 21f3f780-c0f3-46e6-902c-fdb90cc66ef1 · outbound
Hyperparameters in Score-Based Membership Inference Attacks Permutation Methods: A Basis for Ex- act Inference,
Reference 50
Source-reported events for the cited work
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Observation de357dab-4663-4fea-9c1e-57e46970eba8 · outbound
Hyperparameters in Score-Based Membership Inference Attacks The Control of the False Discovery Rate in Multiple Testing Under De- pendency,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4fc8151f-5e82-4476-8c1f-9c6afdc77215 · outbound
Hyperparameters in Score-Based Membership Inference Attacks Differentially Private Learning Needs Hidden State (Or Much Faster Convergence),
Reference 52
Source-reported events for the cited work
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Observation 8b34e176-d1c0-40a9-8c5b-e7981ec0bebf · outbound
Hyperparameters in Score-Based Membership Inference Attacks Privacy of Noisy Stochastic Gradient Descent: More Iterations with- out More Privacy Loss,
Reference 53
Source-reported events for the cited work
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Hyperparameters in Score-Based Membership Inference Attacks BoTorch: A Framework for Efficient Monte-carlo Bayesian Op- timization,
Reference 54
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Observation d5c073c2-3077-41e6-b365-aa12a537a722 · outbound
Hyperparameters in Score-Based Membership Inference Attacks Optuna: A Next-generation Hyperpa- rameter Optimization Framework,
Reference 55
Source-reported events for the cited work
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Observation c6f65fc9-3c59-4397-8079-af2a683c4c24 · outbound
Hyperparameters in Score-Based Membership Inference Attacks Wide Residual Networks,
Reference 56
Source-reported events for the cited work
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Observation 0fb61153-c9f2-492a-a756-885c5095925c · outbound
Hyperparameters in Score-Based Membership Inference Attacks Gradient-based Learning Applied to Document Recognition,
Reference 57
Source-reported events for the cited work
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Observation b4f2e77b-9e5a-41ba-8041-a35b27cffb1b · outbound
Hyperparameters in Score-Based Membership Inference Attacks Unresolved cited work
Reference 2019
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
No inbound Pith citation observations are available.