Pith. sign in

Paper Citation Record · LEDGER

Who Wrote this Code? Watermarking for Code Generation

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2305.15060.

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

pith.paper-citation-record.v1
2305.15060 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 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 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:41:02.539656Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

3
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation ee675f26-86b8-4058-9c2a-db8a7aa34b5b · inbound

Enhancing Watermarking Quality for LLMs via Contextual Generation States Awareness cites this paper.

Enhancing Watermarking Quality for LLMs via Contextual Generation States Awareness Who Wrote this Code? Watermarking for Code Generation

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T05:41:02.539656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:41:02.539656Z digest=sha256:c475a9d01936f334e17b41a2adf089616c5cc981916d0060cf25bdc35133ef3c

Observation c14a13ec-d450-4c22-bb59-2d02e634b703 · inbound

Detecting LLM-generated Code with Subtle Modification by Adversarial Training cites this paper.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training Who Wrote this Code? Watermarking for Code Generation

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T16:34:09.230317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:34:09.230317Z digest=sha256:7e00690671fcda5b12705f83dd63c42d9aec2ffe9ff91be6708d1b97d6340bd5

Observation 1b7c82f5-25d8-4f4b-927a-e32da963ef01 · inbound

Copyright Protection for Large Language Models: A Survey of Methods, Challenges, and Trends cites this paper.

Copyright Protection for Large Language Models: A Survey of Methods, Challenges, and Trends Who Wrote this Code? Watermarking for Code Generation

Reference 84

Resolution
verified exact
arxiv_id, observed 2026-05-18T22:46:53.281235Z

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.

source=pdf_text observed=2026-05-18T22:45:31.935618Z digest=sha256:3c5aa1c2089331b695afb69762dcb8e3931d8af9b2167c9df8cae259b7679ae7

Observation 32a6838c-8959-4489-af44-285408d1d073 · inbound

Optimizing Token Choice for Code Watermarking: An RL Approach cites this paper.

Optimizing Token Choice for Code Watermarking: An RL Approach Who Wrote this Code? Watermarking for Code Generation

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-05T19:46:12.289688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T19:46:12.289688Z digest=sha256:80b81f37a4622e40e894ddc31900590a8d6af60d9bf64ef9d347acbab5acd3fa

Observation 37b077ef-2f98-479e-bd1b-1da0d553170a · inbound

Paladin: Defending LLM-enabled Phishing Emails with a New Trigger-Tag Paradigm cites this paper.

Paladin: Defending LLM-enabled Phishing Emails with a New Trigger-Tag Paradigm Who Wrote this Code? Watermarking for Code Generation

Reference 144

Resolution
unresolved
no resolver link, observed 2026-08-04T22:33:33.110164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:33:33.110164Z digest=sha256:4ade96a8eb589dcbef4ee49e03c14f23d321861a4a06bca6ed20731df05d007f

Observation 469d3a1f-ddcc-45c6-b8a7-eefb7a207e05 · inbound

RLCracker: Evaluating the Worst-Case Vulnerability of LLM Watermarks with Adaptive RL Attacks cites this paper.

RLCracker: Evaluating the Worst-Case Vulnerability of LLM Watermarks with Adaptive RL Attacks Who Wrote this Code? Watermarking for Code Generation

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-18T14:26:28.150861Z

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.

source=arxiv_source observed=2026-05-18T14:25:25.576642Z digest=sha256:1897a39fa2cb6bfddbfb8fd080e57b118cc0723a9ab4fa0c552c4845a9fb888b

Observation 6b7e0160-731a-4c25-9a39-0eb22a2be764 · inbound

Position: LLM Watermarking Should Align Stakeholders' Incentives for Practical Adoption cites this paper.

Position: LLM Watermarking Should Align Stakeholders' Incentives for Practical Adoption Who Wrote this Code? Watermarking for Code Generation

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-05-18T05:25:54.536127Z

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.

source=pdf_text observed=2026-05-18T05:24:25.622071Z digest=sha256:ff7b6fd0fad9a2b227e4c3f4a5f825d7be51c7d7aa6d364b1762b85d33d1c350

Observation 60be93fe-f497-45b2-8e7a-f74bcdf3574b · inbound

MATRIX: Multi-Layer Code Watermarking via Dual-Channel Constrained Parity-Check Encoding cites this paper.

MATRIX: Multi-Layer Code Watermarking via Dual-Channel Constrained Parity-Check Encoding Who Wrote this Code? Watermarking for Code Generation

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-05-10T09:08:26.678337Z

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.

source=pdf_text observed=2026-05-10T08:23:04.201981Z digest=sha256:60bb3fbae845a1a203462c026ff2c229806061a90e5f488a9f5a10d45c86bf45

Observation c3084b60-12ba-46b5-baa4-aec03b1882de · inbound

TextSeal: A Localized LLM Watermark for Provenance & Distillation Protection cites this paper.

TextSeal: A Localized LLM Watermark for Provenance & Distillation Protection Who Wrote this Code? Watermarking for Code Generation

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-13T03:47:12.020070Z

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.

source=pdf_text observed=2026-05-13T03:45:47.751525Z digest=sha256:07712c41f0e1768cad8917bb230d380b2ef149bf19d52c9f42ec7b0964e98385

Observation e01c13d9-baae-4976-8303-d591b1d4a8fd · inbound

TextSeal: A Localized LLM Watermark for Provenance & Distillation Protection cites this paper.

TextSeal: A Localized LLM Watermark for Provenance & Distillation Protection Who Wrote this Code? Watermarking for Code Generation

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-22T10:01:23.707082Z

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.

source=pdf_text observed=2026-05-22T09:56:23.855385Z digest=sha256:337df8c373893349b6573e4ee2a5cafd15d3e08fe75c965691638a8e942e61a3

Observation 7d8545a2-22e8-4e8d-b6c0-cbb8b1912e4d · inbound

Signature filtering: a lightweight enhancement for statistical watermark detection in large language models cites this paper.

Signature filtering: a lightweight enhancement for statistical watermark detection in large language models Who Wrote this Code? Watermarking for Code Generation

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-06-27T01:10:19.951501Z

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.

source=pdf_text observed=2026-06-27T01:06:00.529521Z digest=sha256:20c6195db817e754618c46b0e895278bc3a2822a8f4801a751a24669294d7a64