Paper Citation Record · LEDGER

DP-NCB: Privacy Preserving Fair Bandits

As of 7 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 1 inbound Pith citation observation for arXiv:2508.03836.

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

pith.paper-citation-record.v1
2508.03836 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T04:16:06.909019Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T06:28:51.599150Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

46 of 46 outbound references displayed

verified exact2
verified fuzzy24
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0f35fbd8-d5fd-43f3-9701-3a89bda0171a · outbound

This paper cites Random oracles are practical: A paradigm for designing efficient protocols.

DP-NCB: Privacy Preserving Fair Bandits Random oracles are practical: A paradigm for designing efficient protocols

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:16:12.483065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 93386d8f-2a89-417b-8b89-8602692cd7af · outbound

This paper cites PostMark: A robust blackbox watermark for large language models.

DP-NCB: Privacy Preserving Fair Bandits PostMark: A robust blackbox watermark for large language models

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:16:12.362470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 05d9533e-5e80-48a3-8e1c-167cefae3cca · outbound

This paper cites Undetectable watermarks for language models.

DP-NCB: Privacy Preserving Fair Bandits Undetectable watermarks for language models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T04:16:01.894407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 242c6346-bde8-48c0-a156-86170367514e · outbound

This paper cites SimMark: A Robust Sentence-Level Similarity-Based Watermarking Algorithm for Large Language Models.

DP-NCB: Privacy Preserving Fair Bandits SimMark: A Robust Sentence-Level Similarity-Based Watermarking Algorithm for Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T04:16:02.013786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8eeb389c-87a7-402f-93af-7138253c8306 · outbound

This paper cites Hierarchical neural story generation.

DP-NCB: Privacy Preserving Fair Bandits Hierarchical neural story generation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T04:16:02.150687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cec33eec-303c-43fe-93d5-8accb34c4245 · outbound

This paper cites John Wiley & Sons, 1991.

DP-NCB: Privacy Preserving Fair Bandits John Wiley & Sons, 1991

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:16:12.106587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 389dcdee-4126-4a8a-a8a0-c5c0d0035972 · outbound

This paper cites Bimark: Unbiased multilayer watermarking for large language models.

DP-NCB: Privacy Preserving Fair Bandits Bimark: Unbiased multilayer watermarking for large language models

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:16:11.934449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1f212036-f41a-4acb-a573-9ba3d13cd8eb · outbound

This paper cites Three bricks to consolidate watermarks for large language models.

DP-NCB: Privacy Preserving Fair Bandits Three bricks to consolidate watermarks for large language models

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:16:11.753706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b9c927ea-0cb3-486c-b694-564b5a92ed27 · outbound

This paper cites WaterMax: breaking the LLM watermark detectability-robustness-quality trade-off.Advances in Neural Information Processing Systems, 37:18848–18881, 2024.

DP-NCB: Privacy Preserving Fair Bandits WaterMax: breaking the LLM watermark detectability-robustness-quality trade-off.Advances in Neural Information Processing Systems, 37:18848–18881, 2024

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:16:11.549604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1b6d0ba8-7749-4418-914b-aadf006b6387 · outbound

This paper cites The Llama 3 Herd of Models.

DP-NCB: Privacy Preserving Fair Bandits The Llama 3 Herd of Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T04:16:02.767378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fcbdd31-570c-4c23-96c2-300f04ecf0f8 · outbound

This paper cites Teaching machines to read and comprehend.Advances in neural information processing systems, 28, 2015.

DP-NCB: Privacy Preserving Fair Bandits Teaching machines to read and comprehend.Advances in neural information processing systems, 28, 2015

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:16:11.365929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e274a669-a8bd-4214-a6c1-dc4d46a26127 · outbound

This paper cites Semstamp: A semantic watermark with paraphrastic robustness for text generation.

DP-NCB: Privacy Preserving Fair Bandits Semstamp: A semantic watermark with paraphrastic robustness for text generation

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:16:11.205270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8a50bf2c-f7c8-4a87-9f5f-84d0da696130 · outbound

This paper cites Stealthink: A multi-bit and stealthy watermark for large language models.

DP-NCB: Privacy Preserving Fair Bandits Stealthink: A multi-bit and stealthy watermark for large language models

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:16:11.049933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1d1948dd-bcf0-4eea-bac4-c3dbcb2467f2 · outbound

This paper cites Watermark stealing in large language models.

DP-NCB: Privacy Preserving Fair Bandits Watermark stealing in large language models

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:16:10.860832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f4d90f2e-4320-417d-84a5-abe72da0d13c · outbound

This paper cites A watermark for large language models.

DP-NCB: Privacy Preserving Fair Bandits A watermark for large language models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T04:16:03.508682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b11a220-6b1f-426c-8360-7550e5d61fa1 · outbound

This paper cites On the reliability of watermarks for large language models.

DP-NCB: Privacy Preserving Fair Bandits On the reliability of watermarks for large language models

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:16:10.646363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 941dd6eb-4958-46b5-bfcd-8e712dc1ef92 · outbound

This paper cites Paraphrasing evades detectors of ai-generated text, but retrieval is an effective defense.Advances in Neural Information Processing Systems, 36:27469–27500, 2023.

DP-NCB: Privacy Preserving Fair Bandits Paraphrasing evades detectors of ai-generated text, but retrieval is an effective defense.Advances in Neural Information Processing Systems, 36:27469–27500, 2023

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:16:10.474652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3db9cca0-816c-47ac-b66a-18a596446f00 · outbound

This paper cites Robust distortion-free water- marks for language models.Transactions on Machine Learning Research, 2024.

DP-NCB: Privacy Preserving Fair Bandits Robust distortion-free water- marks for language models.Transactions on Machine Learning Research, 2024

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:16:10.300622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 683c15ed-9ddc-4dc1-a941-afe97a3e29bc · outbound

This paper cites Where am I from? identifying origin of LLM-generated content.

DP-NCB: Privacy Preserving Fair Bandits Where am I from? identifying origin of LLM-generated content

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:16:10.042227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c8a354f7-0a2b-4d8c-ac4e-0b6d54a085be · outbound

This paper cites an unresolved cited work.

DP-NCB: Privacy Preserving Fair Bandits Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:16:09.873892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 497d6770-174e-4be2-a39d-d1ac9ad3a21a · outbound

This paper cites A semantic invariant robust watermark for large language models.

DP-NCB: Privacy Preserving Fair Bandits A semantic invariant robust watermark for large language models

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:16:09.695612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a4e16211-a21f-449a-8247-712655c526b9 · outbound

This paper cites A survey of text watermarking in the era of large language models.ACM Computing Surveys, 57(2):1–36, 2024.

DP-NCB: Privacy Preserving Fair Bandits A survey of text watermarking in the era of large language models.ACM Computing Surveys, 57(2):1–36, 2024

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T04:16:04.540558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23044bbc-f1ef-4bac-b7b0-50f6c47873d6 · outbound

This paper cites Distortion agnostic deep watermarking.

DP-NCB: Privacy Preserving Fair Bandits Distortion agnostic deep watermarking

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:16:09.500774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9b3682ed-de1b-4b59-999c-001303efd47d · outbound

This paper cites Some methods of classification and analysis of multivariate observations.

DP-NCB: Privacy Preserving Fair Bandits Some methods of classification and analysis of multivariate observations

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T04:16:04.777732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cdf9292-2712-49db-8e8f-ec4f7919ba91 · outbound

This paper cites Modern hierarchical, agglomerative clustering algorithms.

DP-NCB: Privacy Preserving Fair Bandits Modern hierarchical, agglomerative clustering algorithms

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T04:16:04.890333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17a671f3-dc9a-47aa-ae3e-18b9fd02d9d6 · outbound

This paper cites Deeptextmark: a deep learning-driven text watermarking approach for identifying large language model generated text.IEEE Access, 12:40508–40520, 2024.

DP-NCB: Privacy Preserving Fair Bandits Deeptextmark: a deep learning-driven text watermarking approach for identifying large language model generated text.IEEE Access, 12:40508–40520, 2024

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:16:09.292705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d9309180-2155-4228-bbb7-0ed8fedefced · outbound

This paper cites MarkLLM: An open-source toolkit for LLM watermarking.

DP-NCB: Privacy Preserving Fair Bandits MarkLLM: An open-source toolkit for LLM watermarking

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:16:09.111305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 26fe4711-b038-422e-a0bb-f1f05450b570 · outbound

This paper cites Pedregosa, G.

DP-NCB: Privacy Preserving Fair Bandits Pedregosa, G

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T04:16:05.290006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0ba7800-66c8-4ec2-8369-00f889dfc811 · outbound

This paper cites Markmywords: Analyzing and evaluating language model watermarks.

DP-NCB: Privacy Preserving Fair Bandits Markmywords: Analyzing and evaluating language model watermarks

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T04:16:05.402973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb97699e-cc1c-4d8e-8654-a9854c2aeaa2 · outbound

This paper cites Provably Robust Multi-bit Watermarking for AI-generated Text.

DP-NCB: Privacy Preserving Fair Bandits Provably Robust Multi-bit Watermarking for AI-generated Text

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T04:16:05.482277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5542cb2c-3e80-4e50-9d27-3177bf21721c · outbound

This paper cites Exploring the limits of transfer learning with a unified text-to-text transformer.

DP-NCB: Privacy Preserving Fair Bandits Exploring the limits of transfer learning with a unified text-to-text transformer

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T04:16:05.573137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e00f1b1-006b-4e7e-92b6-be99c556c599 · outbound

This paper cites Gaussian mixture models.

DP-NCB: Privacy Preserving Fair Bandits Gaussian mixture models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T04:16:05.701631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12603d9a-354c-4426-a93f-1199d5029c83 · outbound

This paper cites Essays with instructions dataset.

DP-NCB: Privacy Preserving Fair Bandits Essays with instructions dataset

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:16:08.842012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dbe021ca-0135-42d0-8b17-071e9464fbdd · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

DP-NCB: Privacy Preserving Fair Bandits Gemma 2: Improving Open Language Models at a Practical Size

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T04:16:05.902605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11215a4a-54d6-4e59-8d90-631ec638a07f · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

DP-NCB: Privacy Preserving Fair Bandits Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T04:16:06.018278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87e652b4-93aa-488f-9c0c-8bb1a771161a · outbound

This paper cites Towards codable watermarking for injecting multi-bits information to LLMs.

DP-NCB: Privacy Preserving Fair Bandits Towards codable watermarking for injecting multi-bits information to LLMs

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:16:08.669481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 059692c8-3aa5-4c34-9c30-dfc9078770cf · outbound

This paper cites MorphMark: Flexible Adaptive Watermarking for Large Language Models.

DP-NCB: Privacy Preserving Fair Bandits MorphMark: Flexible Adaptive Watermarking for Large Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T04:16:06.229490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afee4c30-8671-4441-a63c-cc402667894e · outbound

This paper cites A survey on LLM-generated text detection: Necessity, methods, and future directions.Computational Linguistics, 51(1):275–338, 2025.

DP-NCB: Privacy Preserving Fair Bandits A survey on LLM-generated text detection: Necessity, methods, and future directions.Computational Linguistics, 51(1):275–338, 2025

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:16:08.481660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9c9362eb-4ce7-4ed6-9365-23a2ed98f280 · outbound

This paper cites Qwen3 technical report, 2025.

DP-NCB: Privacy Preserving Fair Bandits Qwen3 technical report, 2025

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T04:16:06.388848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7c416b4-ee3d-433d-b0b7-4c69343183da · outbound

This paper cites Qwen2 Technical Report.

DP-NCB: Privacy Preserving Fair Bandits Qwen2 Technical Report

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T04:16:06.456284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44f886f0-2c8e-40e5-b5b0-8a6331fe7c81 · outbound

This paper cites Tracing text provenance via context-aware lexical substitution.

DP-NCB: Privacy Preserving Fair Bandits Tracing text provenance via context-aware lexical substitution

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:16:08.290601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation aa0ffcc6-c5f2-4d5c-8f8c-a017538efaf1 · outbound

This paper cites Advancing beyond identification: Multi-bit watermark for large language models.

DP-NCB: Privacy Preserving Fair Bandits Advancing beyond identification: Multi-bit watermark for large language models

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:16:08.115898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8ac5ab46-b47a-4d45-8e81-02c8d38533de · outbound

This paper cites REMARK-LLM: A robust and efficient watermarking framework for generative large language models.

DP-NCB: Privacy Preserving Fair Bandits REMARK-LLM: A robust and efficient watermarking framework for generative large language models

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:16:07.927201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2ab31816-21f1-4680-ae47-4be4ff3b9c28 · outbound

This paper cites Character-Level Perturbations Disrupt LLM Watermarks.

DP-NCB: Privacy Preserving Fair Bandits Character-Level Perturbations Disrupt LLM Watermarks

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-08-06T04:16:07.155446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 078fe842-a303-4c9a-8e83-ebb61722703b · outbound

This paper cites The Mamba Mentality.

DP-NCB: Privacy Preserving Fair Bandits The Mamba Mentality

Reference 45

Resolution: verified exact; doi, observed 2026-08-06T04:16:07.771123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3e170447-9c14-4c38-9b08-c859822c8f86 · outbound

This paper cites an unresolved cited work.

DP-NCB: Privacy Preserving Fair Bandits Unresolved cited work

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T04:16:04.130120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation bbce3b96-9dfc-4877-bb22-cce493469936 · inbound

Improved Algorithms for Nash Welfare in Linear Bandits cites this paper.

Improved Algorithms for Nash Welfare in Linear Bandits DP-NCB: Privacy Preserving Fair Bandits

Reference 2013

Resolution: unresolved; no resolver link, observed 2026-08-03T06:28:51.599150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.