Paper Citation Record · LEDGER

Dataset Ownership Verification in Contrastive Pre-trained Models

As of 9 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2502.07276.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2502.07276 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T13:21:27.642661Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

24 of 24 outbound references displayed

verified exact0
verified fuzzy15
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 76259bcb-ed0e-41dc-b19e-390a1508f28f · outbound

This paper cites Deep learning with differential privacy.

Dataset Ownership Verification in Contrastive Pre-trained Models Deep learning with differential privacy

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:21:28.056624Z

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 e9b56f94-983f-42ee-b502-460e54e77af7 · outbound

This paper cites Proof-of-learning: Definitions and practice.

Dataset Ownership Verification in Contrastive Pre-trained Models Proof-of-learning: Definitions and practice

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:21:27.946395Z

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 b815271e-8cc8-4246-88d5-9ae7e822dab1 · outbound

This paper cites Decision boundary of deep neural networks: Challenges and opportunities.

Dataset Ownership Verification in Contrastive Pre-trained Models Decision boundary of deep neural networks: Challenges and opportunities

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:21:27.931226Z

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 e5009e84-0cb0-4c3b-bb2c-910903a3795f · outbound

This paper cites Characterizing the Decision Boundary of Deep Neural Networks.

Dataset Ownership Verification in Contrastive Pre-trained Models Characterizing the Decision Boundary of Deep Neural Networks

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T13:21:27.572891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f3d98e3-9acb-4b00-a5f4-ac4f7102d8d4 · outbound

This paper cites On the Decision Boundary of Deep Neural Networks.

Dataset Ownership Verification in Contrastive Pre-trained Models On the Decision Boundary of Deep Neural Networks

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T13:21:27.578375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f41ed96e-afaf-490f-b3b6-d3e85047ec92 · outbound

This paper cites Dataset Inference: Ownership Resolution in Machine Learning.

Dataset Ownership Verification in Contrastive Pre-trained Models Dataset Inference: Ownership Resolution in Machine Learning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-08T13:21:27.589617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4e59ce8-67c1-4cab-8922-7234832bcb8b · outbound

This paper cites Reading digits in natural images with unsupervised feature learning.

Dataset Ownership Verification in Contrastive Pre-trained Models Reading digits in natural images with unsupervised feature learning

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:21:27.899179Z

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 c84f2048-6e2e-4bd0-823c-3abd83c3ba3b · outbound

This paper cites Self-supervised method is SimCLR.

Dataset Ownership Verification in Contrastive Pre-trained Models Self-supervised method is SimCLR

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:21:27.796718Z

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 b2045aee-55ef-4003-91ee-ec80cafbc218 · outbound

This paper cites Membership inference attacks against machine learning models.

Dataset Ownership Verification in Contrastive Pre-trained Models Membership inference attacks against machine learning models

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:21:27.862929Z

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 f00f5e8f-50ed-465e-97b3-70e8222e8c0f · outbound

This paper cites Proof-of-Learning with Incentive Security.

Dataset Ownership Verification in Contrastive Pre-trained Models Proof-of-Learning with Incentive Security

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-08T13:21:27.620678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ed9c135-de9d-43fb-9ae8-7106edbbccbc · outbound

This paper cites (2009): The CIFAR10 dataset consists of 32x32 colored images with 10 classes.

Dataset Ownership Verification in Contrastive Pre-trained Models (2009): The CIFAR10 dataset consists of 32x32 colored images with 10 classes

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:21:27.846539Z

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 d3757f6d-d983-455a-a6b2-df3caa0879e5 · outbound

This paper cites Dpub is CIFAR10-1.

Dataset Ownership Verification in Contrastive Pre-trained Models Dpub is CIFAR10-1

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:21:27.813886Z

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 9b77649f-b0dc-4bf0-94cf-cdbb81aea700 · outbound

This paper cites an unresolved cited work.

Dataset Ownership Verification in Contrastive Pre-trained Models Unresolved cited work

Reference 512

Resolution: unresolved; raw_fallback, observed 2026-08-08T13:21:27.829746Z

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 9ad94552-14b0-4a46-be89-4db2d636fa40 · outbound

This paper cites Membership inference attacks from first principles.

Dataset Ownership Verification in Contrastive Pre-trained Models Membership inference attacks from first principles

Reference 2001

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:21:28.039858Z

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 069c759a-ef52-473a-9557-e0006901fe99 · outbound

This paper cites Imagenet: A large-scale hierarchical image database.

Dataset Ownership Verification in Contrastive Pre-trained Models Imagenet: A large-scale hierarchical image database

Reference 2002

Resolution: unresolved; no resolver link, observed 2026-08-08T13:21:27.541369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1469c184-07b3-435b-83aa-522b8103b3f6 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Dataset Ownership Verification in Contrastive Pre-trained Models An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 2009

Resolution: unresolved; no resolver link, observed 2026-08-08T13:21:27.546579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f5ff8a6-9d24-4f45-9f80-266e483d312d · outbound

This paper cites Scalable Private Learning with PATE.

Dataset Ownership Verification in Contrastive Pre-trained Models Scalable Private Learning with PATE

Reference 2011

Resolution: unresolved; no resolver link, observed 2026-08-08T13:21:27.600675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3272143b-346a-49ee-a488-556e4a5dfd04 · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

Dataset Ownership Verification in Contrastive Pre-trained Models Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-08T13:21:27.615328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18544d49-d47a-4cb0-8250-e5e8b678be21 · outbound

This paper cites Encodermi: Membership inference against pre-trained encoders in contrastive learning.

Dataset Ownership Verification in Contrastive Pre-trained Models Encodermi: Membership inference against pre-trained encoders in contrastive learning

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:21:27.915301Z

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 b1655ac2-8b8a-400e-9090-0008282da602 · outbound

This paper cites Differential privacy.

Dataset Ownership Verification in Contrastive Pre-trained Models Differential privacy

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:21:27.979174Z

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 7bc4a7c3-1d6d-4c3e-8106-cb4c58b969ab · outbound

This paper cites An empirical study of training self-supervised vision transformers.

Dataset Ownership Verification in Contrastive Pre-trained Models An empirical study of training self-supervised vision transformers

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:21:28.023396Z

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 09ede9fa-22d6-4013-95a6-16a2ae65e6c0 · outbound

This paper cites Proof-of-learning is currently more broken than you think.

Dataset Ownership Verification in Contrastive Pre-trained Models Proof-of-learning is currently more broken than you think

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:21:27.963131Z

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 d69274f9-00a1-412d-96b7-c84e90a989ab · outbound

This paper cites Model stealing attacks against inductive graph neural networks.

Dataset Ownership Verification in Contrastive Pre-trained Models Model stealing attacks against inductive graph neural networks

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:21:27.880838Z

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 b4cffe12-cda7-462d-a6a8-b79016a249ae · outbound

This paper cites Label-only membership inference attacks.

Dataset Ownership Verification in Contrastive Pre-trained Models Label-only membership inference attacks

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:21:28.006931Z

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.

Pith citing papers

No inbound Pith citation observations are available.