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Paper Citation Record · LEDGER

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation

As of 17 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 3 inbound Pith citation observations for arXiv:2507.17066.

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

pith.paper-citation-record.v1
2507.17066 v1

Coverage vector

measured 62 of 62 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:04:00.899446Z

measured 65 of 65 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T06:59:14.626274Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T20:50:11.114123Z

Reference resolution

62 of 62 outbound references displayed

  • verified exact0
  • verified fuzzy9
  • unresolved52
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b91b8d2d-4a3a-49b0-8120-2b23e5d1655b · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:04:01.840731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.615419Z digest=sha256:ce769a0f12548b3f1285e4ecf79dffd8aab45d5c9b453c37630b8e6d8d0af436

Observation 1047bc3b-adf6-48ee-936d-c1094d652eb1 · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:04:01.828389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.619934Z digest=sha256:8c2b541fb20b48cc2b696f1576b61a6f44359384ec029d299fd6b1c5977a195e

Observation 9be7c219-6932-4328-853c-ddaafba656c1 · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:04:01.815377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.624289Z digest=sha256:10d8c8513039b33216208d2dc0cf36f008ed233ef0aa21bed03a268c63e0fa91

Observation a3df5f83-3397-4ed4-a868-29266f84ef92 · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:04:01.790856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.632751Z digest=sha256:f6b3b3915f7f8388bf7d3faeda69c69cf0ed4ba9c2da4a8454d9e73b1bbb34e2

Observation 0f7f791e-872e-4631-82c9-4aa49698f43e · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:04:01.777421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.636913Z digest=sha256:2bb15fd129925d0202e87abe6201e334634fe24c409ba8276a202aae160e6c26

Observation 6e3cde19-c91f-45b1-9a57-b33ee75c5a60 · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:04:01.763727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.641165Z digest=sha256:71af08edc196d873725864963a0b4c60981e2b3c9089373e09878b40f104292e

Observation 5157ca33-a689-4857-8d60-85d3f77ada08 · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:04:01.749443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.645233Z digest=sha256:72324fb274e8e076000f7caef9f95103402983e78fb7fd35093f6347a8f47266

Observation f345b62a-fccf-4ff5-b1ab-333ed2cc9cce · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:04:01.736749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.649773Z digest=sha256:863022d26faa13fb3439a61c71fa43208b5e33ff699fe73a43a17c745b4ca98c

Observation fe970786-cabd-4c83-bfeb-89465ba0915a · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:04:01.711030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.657944Z digest=sha256:8a5b2c5c1a8d611f3b8af11ceffba408b5de0bfecefd3874d36acb918c408a8e

Observation 4923b8f0-65cd-44f5-b0c5-21de30d6d4a4 · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T15:04:00.661966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:04:00.661966Z digest=sha256:567743f2e820e8c4ce2f8ff1a2b5dfbe7597f317e91b05baed267bb1662674f6

Observation 6ddb6740-cf3d-4c99-9f55-b3b123c42a98 · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:04:01.673584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.671226Z digest=sha256:edf9db88c3a82de099158808f5e8a5443aaaac722dbed24c69bf471ce7d08d0f

Observation 0821c50f-01a5-4628-9200-01f76986fc3a · outbound

This paper cites Membership Inference Attacks against Synthetic Data through Overfitting Detection.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Membership Inference Attacks against Synthetic Data through Overfitting Detection

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T15:04:00.675421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:04:00.675421Z digest=sha256:fbe125fce1a5e89294583c99c5d03e7ee91f589bea95982c83e2538db34af668

Observation 24dd596d-b931-48e9-997b-ce57ba0b0b16 · outbound

This paper cites Assessing Generative Models for Structured Data.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Assessing Generative Models for Structured Data

Reference 13

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T15:04:01.212237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.679930Z digest=sha256:ec77ffb5e6e85dff0cccb72792400f4e5e49c2b0a8bb15978cb9badc2486ce10

Observation e733372e-0a88-4937-8dad-141d0492ae00 · outbound

This paper cites Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T15:04:00.684227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:04:00.684227Z digest=sha256:89088a5543acec7f1072e765dc1c6e0011469739dd3d955e18aa89b902291d6a

Observation 0973d2dc-6988-4bdc-94db-cbddc6d7c507 · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T15:04:00.688597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:04:00.688597Z digest=sha256:27d5203e16e724cb33a202ffae41e03275d88c8269b102943667ffcb74982606

Observation 1a61e386-85da-4c57-b2cd-097b84eabec5 · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T15:04:00.698063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:04:00.698063Z digest=sha256:68fa95a26967bd38c49c03f236f56f3c507aaccdce8888de221d0bebe4577ea0

Observation 62976677-0024-4632-9e9b-c22893013522 · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:04:01.629014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.711328Z digest=sha256:c3816558cfeca8f184311b6ccbd30b2ef85942bfaa06306a0333c6e8c9870f6f

Observation 65412af3-e89b-4664-943c-5557079c33e8 · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:04:01.616347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.733246Z digest=sha256:f17d0e323d1efcb1c6b156011e9aec4e8414aef1762690b94ceddeca70c374c0

Observation a3623f06-f60d-43be-9023-0b942d3c2f30 · outbound

This paper cites PII-Scope: A Comprehensive Study on Training Data PII Extraction Attacks in LLMs.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation PII-Scope: A Comprehensive Study on Training Data PII Extraction Attacks in LLMs

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T15:04:00.738020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:04:00.738020Z digest=sha256:a7b52ce9e9f521e36e4f4667215e904a8be89410724144c03d1e418f6491d521

Observation 80dc1a1f-449f-40ee-9e87-a0d1ac28fdf9 · outbound

This paper cites Inan, Andre Manoel, Fatemehsadat Mireshghallah, Zinan Lin, Sivakanth Gopi, Janardhan Kulkarni, and Robert Sim.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Inan, Andre Manoel, Fatemehsadat Mireshghallah, Zinan Lin, Sivakanth Gopi, Janardhan Kulkarni, and Robert Sim

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:04:01.603829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.742648Z digest=sha256:0cf86f0428d89a0e94c1f73775eda9c945a55e60ca263010c1f3d9b016b80ca8

Observation e2756aae-a02b-47aa-8b62-882c50a3abd9 · outbound

This paper cites TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T15:04:00.705954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:04:00.705954Z digest=sha256:66812e7bbc0cb2803fb8be8246595f6c08c4096e2eb5e6f61f83c431181b2211

Observation e9ecb3b8-388c-4a7a-9358-63280cba315d · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T15:04:00.751125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:04:00.751125Z digest=sha256:e72708adbdc1ca262a337486a73214cd5d31634df7a1839e0710dc07d3e0a32e

Observation 4130b8a0-0c61-43fa-a208-0ca69c25c175 · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:04:01.557090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.760594Z digest=sha256:f5e704ebeb48e67c6e42a55a716a7a9aeafd72d75ac6cd085074e512d34998f6

Observation bf622f29-5acb-4385-affa-ff66f3b0b5d9 · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:04:01.544675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.764730Z digest=sha256:b0fe08a08f5a5c57b2d3d62c0559636839e5a5f83e38cb981048dcf04deeb2d1

Observation 341b3ad0-22af-4fea-9b0f-0801562f1617 · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:04:01.531888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.768908Z digest=sha256:f26cd625ac5793e36a094188f5923af049467b0d26d33ee4faa6bc2c4c1de545

Observation 81569a4e-218e-4893-a8c1-ac471a1b1b7a · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:04:01.591042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.746971Z digest=sha256:2a2a22e39e9df951cd595d83665314be70291db42f8df5cf5455e68c68566e0c

Observation 3a17139a-2022-4dd1-9643-dce4ead70e2e · outbound

This paper cites AutoDiff: combining Auto-encoder and Diffusion model for tabular data synthesizing.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation AutoDiff: combining Auto-encoder and Diffusion model for tabular data synthesizing

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T15:04:00.777052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:04:00.777052Z digest=sha256:8de12942df37b7dbb9473d372ccbf4828b551472bd8eb64915f5caa1f1b3d334

Observation 208913ed-884a-4af3-82d2-d3c9b39dad49 · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:04:01.505576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.781560Z digest=sha256:9f2fa6aa7860f6ab2025e761210409a970ae34436f0593abc1e14f6c88ac0013

Observation f05ab4f4-f8ad-44f1-bdba-a63a55692a34 · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:04:01.492530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.785821Z digest=sha256:a33a608d2769a3547336b21d44008921838911a951640b725c33d6cf69108526

Observation 511a10ec-d5da-4bf8-a992-4ac1c0f173b0 · outbound

This paper cites On the Usefulness of Synthetic Tabular Data Generation.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation On the Usefulness of Synthetic Tabular Data Generation

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T15:04:00.790013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:04:00.790013Z digest=sha256:1fb361ff8b4a5e28dce5e5c843e2db6f9179d576e4e50902b117f00c0f29cd4f

Observation b7dd0c2f-ff43-4b44-9c83-d83eff52a616 · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:04:01.478616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.794633Z digest=sha256:303d55f8203f7874e1e120445ce83e51c490173f4a972b711d44505bdc1bc0fe

Observation 268e35a1-6c0c-4600-8a55-ad8573141463 · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:04:01.519071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.772973Z digest=sha256:6b399788f62397eb4490276ad367ee6dcf380ecce3088895b536d895f75efed2

Observation c7b17d21-f77c-4a21-aed7-966dadeedde9 · outbound

This paper cites EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language Models.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language Models

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T15:04:00.802984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:04:00.802984Z digest=sha256:2b62c62e2d5d632c0238c48705b1c18accd610d697ed3b3f9e3f1a12b947fd9f

Observation 93267ebc-68ff-47e3-a6a7-3170ae8e152c · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:04:01.465591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.807168Z digest=sha256:baefe530f4832fdcf2036d0106da1e994cac9d5b21ba116e078271e479d63a00

Observation b9135e30-129a-4494-b537-2e8bc05035b7 · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:04:01.452963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.815666Z digest=sha256:2d1100ed9ca46dd08dd1e43e44333ccd898d81c4476157e42a0216cee754eed4

Observation 4779cb63-4cdf-407d-8abf-066d5308d081 · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:04:01.440638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.819714Z digest=sha256:91ccaa7bc86ddf79694c6471342b6942a5bd71573eccfd140c6f6b53eafefb91

Observation 877496b4-c6d7-42d5-9638-621a78b53652 · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-06T15:04:00.823991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:04:00.823991Z digest=sha256:ec8db2b1a1dad70cd98b36c82369be32578749979139bf849590db873e8b6f49

Observation 671aee44-743c-4ad1-b70b-003feae1da5a · outbound

This paper cites TabuLa: Harnessing Language Models for Tabular Data Synthesis.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation TabuLa: Harnessing Language Models for Tabular Data Synthesis

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T15:04:00.798790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:04:00.798790Z digest=sha256:e55a0246d995caf4b7ee1acab0b322b538506b1b6ad17d88bb278df0a3862fe7

Observation d258dcbc-a370-4e1f-93b2-fb239f865308 · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:04:01.427960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.832772Z digest=sha256:e62f045f404df0c86817c7d28f1a246bce369b790517541cc42c46c04128d993

Observation bc43df6c-d6a5-4a68-a53f-9237a7e8dccc · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:04:01.414736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.836909Z digest=sha256:15aa59739c656df301b92de566d6a0b911176f91b1e18d209593e0422523d778

Observation 3211b09e-abeb-4682-8d7e-9ca0c2ddf56c · outbound

This paper cites TabPFGen -- Tabular Data Generation with TabPFN.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation TabPFGen -- Tabular Data Generation with TabPFN

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T15:04:00.811306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:04:00.811306Z digest=sha256:05aec5c29427bff4c413d70f8633bf3ffe536813d76b40007c0e54c5fce09a2e

Observation 2cb41228-6b09-4463-a804-ada02587ed68 · outbound

This paper cites Lecture Notes in Computer Science.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Lecture Notes in Computer Science

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T15:04:00.849173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:04:00.849173Z digest=sha256:a2fbc4f6455601ad6490f4bbd638457cac7f63c9c73dd45e5fe89d4051723003

Observation 4fad131e-44bf-4815-ad64-ba905bce4140 · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:04:01.393235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.853416Z digest=sha256:1b29148939a3db5c05f52c3de3dcfa4d7f7b570095c45c514613ae9a9c1468b8

Observation 8d81db8d-4f62-4700-91b0-044bc6c5e1d9 · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:04:01.380599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.857436Z digest=sha256:cb03ade54a94bf258d4539411b43031c26e9008feb130b2585ebac2431b7ac39

Observation 9c8d9e5b-2eee-453f-9725-961e6f959642 · outbound

This paper cites Data Plagiarism Index: Characterizing the Privacy Risk of Data-Copying in Tabular Generative Models.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Data Plagiarism Index: Characterizing the Privacy Risk of Data-Copying in Tabular Generative Models

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T15:04:00.828446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:04:00.828446Z digest=sha256:28411af6b597e20c1538c7da22f3e5850d6e437cd01f6599bd24e8e171329a7d

Observation a614dd79-d282-4252-85a3-8357b0e9117e · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:04:01.352818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.866034Z digest=sha256:4b640a0e9bf624a8f499e3d1511b3079704324b04a7587d6a3509195779b6ac9

Observation 7eb735dc-eda5-4a31-990b-9fcf22db68bc · outbound

This paper cites 2023.Synthetic Data Metrics.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation 2023.Synthetic Data Metrics

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:04:01.326880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.874050Z digest=sha256:59bb0d35517b132444aa425d6778484431c52d5348c0d0a3906ba65cdae29bd3

Observation 638bd676-d127-45b3-87f9-a1d574ebbbae · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T15:04:00.840900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:04:00.840900Z digest=sha256:bbd7f4f3a1d2d07f941b135ebd160db6745cd12ff932d927f7a5e6eea0469279

Observation 80fc18d5-2a82-4c8c-baa8-ed3fdf866490 · outbound

This paper cites TAPAS: a Toolbox for Adversarial Privacy Auditing of Synthetic Data.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation TAPAS: a Toolbox for Adversarial Privacy Auditing of Synthetic Data

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-06T15:04:00.844949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:04:00.844949Z digest=sha256:5fa1d3cf7ef61d8581a88b03c7b55342088c34d56c4b6525fa0feae57dd3e3d4

Observation 986201f0-5563-4281-a522-fd1a95d04186 · outbound

This paper cites Privacy Vulnerabilities in Marginals-based Synthetic Data.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Privacy Vulnerabilities in Marginals-based Synthetic Data

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-06T15:04:00.887101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:04:00.887101Z digest=sha256:4ea8bb0c59d6f3dac99dee263bdf651af3a10d6838946607184c71f5609687b6

Observation 4230de2c-35ee-4ec3-b58c-4d5ee9bc7847 · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:04:01.286111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.891156Z digest=sha256:3d1be6862f01d88aae2f97cf85217dbf9f36d2769c548255c7084a83af24a7e2

Observation e2e3fa12-6682-4da5-8ace-a16e715e672a · outbound

This paper cites Synth-MIA: A Testbed for Auditing Privacy Leakage in Tabular Data Synthesis.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Synth-MIA: A Testbed for Auditing Privacy Leakage in Tabular Data Synthesis

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:04:01.273245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.895306Z digest=sha256:058e5506343eaedb87ac492a61a10a7f84de74260fc4a73ef97e5c0fa295a249

Observation 72c83187-48e1-4355-af68-d111b39f8f56 · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:04:01.365704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.861957Z digest=sha256:b5f334461edad4c23209c361e9249565b5b176a3b0e7971f2b3d8f02af4d66e0

Observation 8ba30c4c-51cd-40c6-bbfc-d1549e6392fe · outbound

This paper cites In AutoML Conference 2023 (Workshop).

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation In AutoML Conference 2023 (Workshop)

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:04:01.339982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.870046Z digest=sha256:29a0e6919a5a0f29e7e40e09a2c2603c1f74c5895035c7a3696101253c6efcaa

Observation 1e5db913-d39d-4e13-9215-e37e54ea4570 · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:04:01.312297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.878193Z digest=sha256:2ac9f43d4db3ec96fa9891fa3b056dbe0372e00e33486cf99e5aa21e2596955a

Observation a78c31fd-5ae9-48c3-b68d-dad2ba657013 · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:04:01.298921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.882538Z digest=sha256:4bbdbced89993f6362ed6948df219f1e8538cced21f695031940696d2d752e78

Observation e6445030-dc29-4a57-9375-ee86372f3f6a · outbound

This paper cites synthetic_data.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation synthetic_data

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:04:01.259199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.899446Z digest=sha256:a96ff694a2db33ccbc94dd97d317b89dde3f7762954433a2616c8dd5d9b085ec

Observation a7b39bd7-f81c-42ca-b738-b89f7de6b163 · outbound

This paper cites an unresolved cited work.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Unresolved cited work

Reference 2002

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:04:01.570038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.756086Z digest=sha256:04bbf749977296c22f780dc5c4326987477fe6bdbe7eaa9737eb8a7d89a57aad

Observation 549b4b91-15d7-4733-a38a-242c4f73c8a9 · outbound

This paper cites InProceedings of the Web Conference 2021, 1506–1515.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation InProceedings of the Web Conference 2021, 1506–1515

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:04:01.724043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.653939Z digest=sha256:9237a6119427ee865098cdf5808bf640832e12152f13f1c2ac6c8f9979f2c784

Observation 7409211b-3325-4560-b359-e3872ab2b229 · outbound

This paper cites Neurocomputing, 493, 28–45.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation Neurocomputing, 493, 28–45

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:04:01.803331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.628345Z digest=sha256:93bc82b9bf64474e78d226bd4d51a23b6a05874d240814b2bc5057706452430f

Observation f2164a2a-6810-4a2d-83c9-29689ba9ae46 · outbound

This paper cites InInternational Conference on Machine Learning.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation InInternational Conference on Machine Learning

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:04:01.687958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.667040Z digest=sha256:cbfd9b7223b65369eedbf638250162fea99147cad7962c057ef717b8677df093

Observation b9f8963e-d13e-4db8-b300-8f47650b75cb · outbound

This paper cites InForty-first International Conference on Machine Learning.

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation InForty-first International Conference on Machine Learning

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:04:01.650717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:04:00.693761Z digest=sha256:0ea8b25e9466526696a7783535490edc7cbede04a85c6c7be7be52f5a9508a5b

Pith citing papers

Observation fb241069-d88a-4c0b-950c-dbe0891ea388 · inbound

When Tables Leak: Attacking String Memorization in LLM-Based Tabular Data Generation cites this paper.

When Tables Leak: Attacking String Memorization in LLM-Based Tabular Data Generation Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-16T23:48:41.861633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-16T23:47:31.667427Z digest=sha256:2584b03c8c2d90513cb565d5580960fdd2e3d91b3afef645fc92921373da9057

Observation 029daf3f-980a-4b37-8975-ec41b8c96434 · inbound

Privacy Vulnerabilities of Attention Layers in Tabular Foundation Models and Protection of High-Risk Queries cites this paper.

Privacy Vulnerabilities of Attention Layers in Tabular Foundation Models and Protection of High-Risk Queries Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-07-04T20:50:11.116608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-25T19:36:48.784638Z digest=sha256:518180d7b905f9c1806fd0c9a02d6763c2b5d3cc14ab28e56305f52b7c42c873

Observation 12821dc2-f15f-4ded-9d3e-d12d5de54313 · inbound

Beyond IID: How General Are Tabular Foundation Models, Really? cites this paper.

Beyond IID: How General Are Tabular Foundation Models, Really? Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-06-30T07:04:21.597066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-30T06:59:14.626274Z digest=sha256:9ac7c57ad66749ae908d8729723621c0d0b354ef1d2e73ef82951716359e5bb0