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Paper Citation Record · LEDGER

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution

As of 16 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 0 inbound Pith citation observations for arXiv:2507.20650.

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

pith.paper-citation-record.v1
2507.20650 v1

Coverage vector

measured 70 of 70 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:50:18.996915Z

measured 70 of 70 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

70 of 70 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved69
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a51208cf-7593-413d-a9a8-fcc4c9f5a8e9 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 1

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no resolver link, observed 2026-08-15T17:50:18.598599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.598599Z digest=sha256:37592b6342f021fc1f26d4062ded80dfac6df0711c84183faa5bdb9bb5519b0f

Observation 6ff89304-f9b5-4005-943b-a70b0dc829f7 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T17:50:18.607139Z digest=sha256:952f96d6cb87a2c10e29da88ce8599e7164dce34ff922599bda22abe98691f54

Observation 321433dc-a1b6-46d3-95b0-be8a34072750 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T17:50:18.610750Z digest=sha256:33a7579ab002708f6d50db84f3d5e0ef672c6e5e51d7cb2bce56aafea19678c5

Observation 6fd6eb9f-7b99-478f-bb1a-9807daa12f00 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 4

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raw_fallback, observed 2026-08-15T17:50:20.180520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T17:50:18.614347Z digest=sha256:bff7114e201ccb0ce42586639d090577acb656d7f002246aae1ca626cbca320b

Observation ab642016-62be-4eb7-abe4-96a3b9a20620 · outbound

This paper cites BlackMarks: Blackbox Multibit Watermarking for Deep Neural Networks.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution BlackMarks: Blackbox Multibit Watermarking for Deep Neural Networks

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.617865Z digest=sha256:f7a0056e5649c3917367c50b7973e33b7a2ea14b62223f120804bd77c623d003

Observation 982220c9-9a81-4c33-b7d2-2ae4e2155967 · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 6

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no resolver link, observed 2026-08-15T17:50:18.621382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.621382Z digest=sha256:26e8dad3207ce984c412e5f4c098cb85a26c88be008e2a33cd524fce3677c538

Observation a2af6d44-3e2b-41a9-a0a3-bc14b351b5c3 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 7

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no resolver link, observed 2026-08-15T17:50:18.624729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.624729Z digest=sha256:d72ebfcb82e8f4243e4705453c481d3ffe983006b4bcbee872f2d9e467a69b07

Observation b0e8b7de-ac39-43e3-9872-747791a68a30 · outbound

This paper cites Stealing Neural Networks via Timing Side Channels.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Stealing Neural Networks via Timing Side Channels

Reference 8

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no resolver link, observed 2026-08-15T17:50:18.628199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.628199Z digest=sha256:ed7733c359bfbda31439ae5e248a32143dde0b14b851f23a6b47309fcefacabf

Observation 2f9d574c-c3f4-45e7-9736-2f654602086f · outbound

This paper cites AquaLoRA: Toward White-box Protection for Customized Stable Diffusion Models via Watermark LoRA.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution AquaLoRA: Toward White-box Protection for Customized Stable Diffusion Models via Watermark LoRA

Reference 9

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no resolver link, observed 2026-08-15T17:50:18.631551Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T17:50:18.631551Z digest=sha256:3825dd09d98c78b61a9502d31872c5453be038bbc15fd4cc39b8b08d697db679

Observation 651d233b-6b2b-48f6-9fbe-d23d13fb6f1b · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 10

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no resolver link, observed 2026-08-15T17:50:18.635345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.635345Z digest=sha256:54846a4fa812595136af8dc3e38186715f283b5ff834c3fb55b988def71c256e

Observation acc46253-ccb9-4534-9367-c49ea558aa89 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 11

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raw_fallback, observed 2026-08-15T17:50:20.125392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T17:50:18.638711Z digest=sha256:2d0423fa9de3d770bb46316d88c7adf45f074725a393b4914e6f8c77989eb567

Observation 510a3aa0-e247-4790-92ff-a4394a6b511a · outbound

This paper cites BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain

Reference 12

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no resolver link, observed 2026-08-15T17:50:18.642196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.642196Z digest=sha256:01591eced8939486c6605a606464350a562ae667f0d1fa975095bc2de84a8517

Observation 34dd670b-87e8-42c4-9104-eadc79433179 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 13

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no resolver link, observed 2026-08-15T17:50:18.645925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.645925Z digest=sha256:e0bbff477e6837cc64ebda5af0d4bd5c2250921b7d99d263c15f7fb1fba01da1

Observation c6cf52c7-065f-4c6f-9169-29696399a5a3 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 14

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no resolver link, observed 2026-08-15T17:50:18.649629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.649629Z digest=sha256:e552e68fea1f4babbbfbab539a178ad1bd03b4fed25a7d9354f39b8bd3940b4d

Observation 85fbc8aa-acb5-4425-b139-e4419ddc917e · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 15

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raw_fallback, observed 2026-08-15T17:50:20.077177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T17:50:18.652720Z digest=sha256:d413c343e26a669f7497608b6f4441a70d53afdeb201a7d6842cbeecaaa5fd1c

Observation a9cc4933-034d-4c06-8a47-dc6598213450 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 16

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no resolver link, observed 2026-08-15T17:50:18.655707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.655707Z digest=sha256:0b0ea03a3307e237d42095a9815f1d49d9fa1044bc3275fe92b14259ffa7f9dc

Observation 1c949155-bdfd-44bf-9920-f8a65fa1aa99 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 17

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no resolver link, observed 2026-08-15T17:50:18.659820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.659820Z digest=sha256:79e4a8346de52fb25b7139af9361c814196b05d21534db2b8c1f3f358cb39c16

Observation 257024d9-f363-4908-88d6-272d734254c9 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 18

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no resolver link, observed 2026-08-15T17:50:18.663841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.663841Z digest=sha256:6175e8ee52267dc8fc6f9aa2cffadf938e9d62f2368a34915b4651eea4f59087

Observation f082cb17-10e7-42ea-b194-adde1331325a · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 19

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raw_fallback, observed 2026-08-15T17:50:19.988186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 70c26513-d483-4dff-afd2-2137b698259f · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 20

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raw_fallback, observed 2026-08-15T17:50:19.967612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T17:50:18.671726Z digest=sha256:2eec5145196bc0fe134be03fbcd9f6cee7f3cf61d01332261e3ee5a085732b24

Observation 82b34095-4691-42b3-8212-fc6693601ad4 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 21

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.675462Z digest=sha256:7de6ceb13d6a489221187ebd7c8d6585814c433f96e5ecea347afd0e9f093c7e

Observation bb129e49-9f14-47ca-aef3-d0c9dbb75545 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 22

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.679526Z digest=sha256:a02428ef38c944fdda9af46abdd1c912cc4fcb1ac1c80437d531a759c17e2fd9

Observation 92b44342-6f52-4299-bbd8-c4283e422664 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 23

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.683741Z digest=sha256:a9a2b808407a4bd4690642e294560d84583f1fc57b97a26fdb2a26cdedd76b31

Observation 5be6d36c-557a-480e-928a-fc03b9fcc839 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 24

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no resolver link, observed 2026-08-15T17:50:18.697699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.697699Z digest=sha256:03b89dd6fd1e32b264730c08507b525ed068f7e272c658faba09d6da98971c90

Observation 9890eb15-81d9-4645-a735-c28a790c4efe · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 25

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raw_fallback, observed 2026-08-15T17:50:19.882522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T17:50:18.702489Z digest=sha256:28292216275f19de0a7a6b2d883d97278015bea5adb1a39ec1e25464c95f7209

Observation ba63c66d-9d08-4c0d-af73-3481bb0c3d54 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 26

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unresolved
raw_fallback, observed 2026-08-15T17:50:19.862442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T17:50:18.707085Z digest=sha256:75a5260e59bb35f3d3037ed51b45b3fd34dd0dd0eb9eefbb07fd2b0a091659eb

Observation 272d27dd-8779-4152-8762-4f696ed6a44b · outbound

This paper cites Double-I Watermark: Protecting Model Copyright for LLM Fine-tuning.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Double-I Watermark: Protecting Model Copyright for LLM Fine-tuning

Reference 27

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no resolver link, observed 2026-08-15T17:50:18.711472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.711472Z digest=sha256:05dbae8ccb99e5ac505747c86352ee02272e53fa65aa6fa228ace106ffe62a63

Observation 344208a5-771b-4e6b-a64b-1c13aa63d1c2 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 28

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raw_fallback, observed 2026-08-15T17:50:19.835817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T17:50:18.718017Z digest=sha256:91e133970e98803c5a2a31b6e98ab1085fa3e35edb829b663dc15ce701c6c45e

Observation ff64d064-cbfd-4c10-a7f3-56b457cf7cd0 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 29

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no resolver link, observed 2026-08-15T17:50:18.723300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.723300Z digest=sha256:514bf3dfeaf5cfb17f45201492c5a3f91ef5f78c501a14c8fbd96a14d6353cb7

Observation 2b282d82-7603-4624-8be0-12d43e7d01b0 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 30

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unresolved
raw_fallback, observed 2026-08-15T17:50:19.800810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation b7c66ea1-1376-4f88-84ac-9aa0cb2c3c22 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 31

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unresolved
raw_fallback, observed 2026-08-15T17:50:19.783484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T17:50:18.735409Z digest=sha256:1a9ed42accd5282aed7f8d1b4e276ec81f74164dc25a4ea9ad9999682c2a2bba

Observation 723d76ce-8d6c-45b3-b58c-38f66281de34 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 32

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raw_fallback, observed 2026-08-15T17:50:19.767015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T17:50:18.739437Z digest=sha256:4e1c8be08c3103a2bc83d8c7a7474ba6fb5f23d26b328bb1f7eaf382ba3c9cf8

Observation 48c61d61-8859-4c2c-b6a2-9fa4b2c0cfed · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 33

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unresolved
raw_fallback, observed 2026-08-15T17:50:19.749152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation c2117ed7-ff53-454c-b72a-f66a1006d5d8 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 34

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unresolved
raw_fallback, observed 2026-08-15T17:50:19.731089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T17:50:18.747710Z digest=sha256:e05e7823227fedf14f50ad1b9ce27fd6959e9e1a1ee056891c02714791f55232

Observation 49b40460-3bfd-45ff-889e-899eda56b702 · outbound

This paper cites Topic-Based Watermarks for Large Language Models.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Topic-Based Watermarks for Large Language Models

Reference 35

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no resolver link, observed 2026-08-15T17:50:18.751258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.751258Z digest=sha256:2b44567c51a2404b10df6209743a99221db4be85fe7d1ae6f6301810fde4713d

Observation 6ddbc556-3085-4e44-ac13-e9a0e0b0ab09 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 36

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unresolved
raw_fallback, observed 2026-08-15T17:50:19.712881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T17:50:18.756013Z digest=sha256:838e45ed4bab9004accf719f171ef4862d3bbc750dfe9a5b9835ebfc87f3d68b

Observation 11beb595-5eeb-40b9-a20d-17b61f66b8f1 · outbound

This paper cites TrojanZoo: Towards Unified, Holistic, and Practical Evaluation of Neural Backdoors.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution TrojanZoo: Towards Unified, Holistic, and Practical Evaluation of Neural Backdoors

Reference 37

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verified exact
local_arxiv, observed 2026-08-15T17:50:19.299271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T17:50:18.760112Z digest=sha256:8093d327bef46a0f0416e6ba2b6e9689cbb39b5b67485df62daaf39cfa1ced6d

Observation f119671b-ca5c-48d0-baab-e3e71f337665 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 38

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raw_fallback, observed 2026-08-15T17:50:19.695892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T17:50:18.764782Z digest=sha256:90c79bc8ad6a3dbd121952dd189beb8b5568f2d773ee3b0db7eeaca9d13d9c79

Observation aa00b4bc-7cb2-46b5-8286-030719e34374 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:50:19.674054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T17:50:18.769443Z digest=sha256:7af8b48a23312d98b2c407a2042d94ae4fa6ab85990f391cca2390bee02e324e

Observation 6673e264-9eb7-44d6-b6b6-82a8fb7adcef · outbound

This paper cites A dwt, dct and svd based watermarking technique to protect the image piracy.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution A dwt, dct and svd based watermarking technique to protect the image piracy

Reference 40

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no resolver link, observed 2026-08-15T17:50:18.773133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.773133Z digest=sha256:45c80194bdef50aee0a4700401e9780e9f77a801d910004630170ee846222aa6

Observation 6e7de64c-05a0-4e88-bd45-8337e3533c20 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 41

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.889576Z digest=sha256:dc6879a5cf2b229d3cc79d670e1b1a2fb61dfeaf8eb7ef190b0973567e33ed9b

Observation b8efe8bf-ad29-4822-a4fc-ea30826ee979 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 42

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unresolved
no resolver link, observed 2026-08-15T17:50:18.894543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.894543Z digest=sha256:0ee7c980fb4226f917872a4bd9eebe30fb9af89335f6126c5d785b1b8e3917af

Observation 457b7119-112d-4234-ad8f-555cc12bfdc8 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 43

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unresolved
raw_fallback, observed 2026-08-15T17:50:19.633224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T17:50:18.899611Z digest=sha256:b63b116490fa260dde2f11da7853b743edd9675b804beed47ad1756b715be659

Observation f47c374f-8311-4385-8354-07f9f633a861 · outbound

This paper cites Explanation as a Watermark: Towards Harmless and Multi-bit Model Ownership Verification via Watermarking Feature Attribution.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Explanation as a Watermark: Towards Harmless and Multi-bit Model Ownership Verification via Watermarking Feature Attribution

Reference 44

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no resolver link, observed 2026-08-15T17:50:18.903984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.903984Z digest=sha256:489372806524edba5fe1b5fed868c803416f6431ae530d936aadb3a667566e86

Observation 23720875-228d-4f12-b9ce-f05abd4d22c9 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 45

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raw_fallback, observed 2026-08-15T17:50:19.618492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T17:50:18.908436Z digest=sha256:d47975de1141e23f1b9065453e19f5db29d233ebcecb176ea228bf622c7065d1

Observation e62ef3cb-756e-4aef-997f-4d24d5e6aceb · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 46

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unresolved
raw_fallback, observed 2026-08-15T17:50:19.603130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T17:50:18.912351Z digest=sha256:40f508451fa9bc865e3e6352c0829e3ee92719471693e0017bd45559708bb417

Observation 92b26b3e-0b3d-4d7d-946d-90832dde846b · outbound

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

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 47

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no resolver link, observed 2026-08-15T17:50:18.915923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.915923Z digest=sha256:b9945cd574b1f1eddb9b5e2ab8f112e44fbf7fdc929c43c3c8b25777276ddaaf

Observation 8a72c7aa-7d6f-4fd4-812b-98d831fa0c68 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 48

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no resolver link, observed 2026-08-15T17:50:18.919156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.919156Z digest=sha256:5a00f25d568006e167123f6c1017f9e96221edafa2ab26b841fc56fdb8a6cf94

Observation 1a5d3ebe-bfe2-4c07-9ce6-103d8ae471ae · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 49

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no resolver link, observed 2026-08-15T17:50:18.922517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.922517Z digest=sha256:666c1ccf19f6e1c25e594648428b2df8699659c3cda4251e68ac029ae125c928

Observation e5e9d6fd-4c36-449a-a2e3-8f5f060b7633 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 50

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unresolved
no resolver link, observed 2026-08-15T17:50:18.925470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.925470Z digest=sha256:0138997093d01477498b6ab8439b08adb015ad1d15bca8c42b44f6082d25b362

Observation ad8d4fad-b8e2-4614-ad95-03e3b912f865 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 51

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unresolved
raw_fallback, observed 2026-08-15T17:50:19.567418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T17:50:18.928710Z digest=sha256:86e3528d474098ff06215ae8d89b48c92ce8047e78b8a2c1abbd851fd25aa312

Observation 220315c7-ddec-45ae-aee0-5afe16643838 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 52

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unresolved
raw_fallback, observed 2026-08-15T17:50:19.551599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T17:50:18.931803Z digest=sha256:b6e1904b7d065c06b9a282c72d17985460d3bbe51ee18f24a5e39abe03a333ea

Observation 0b711bb5-98bd-488c-ba08-c78a4603ca42 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 53

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unresolved
no resolver link, observed 2026-08-15T17:50:18.935861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.935861Z digest=sha256:392c91f6268754ec7cbc62c5bbec6edf9e9eaa27d4c766839f1e2cdb047b94aa

Observation a1d8fae6-e7d7-40ec-9110-d0bfd76e6692 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 54

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unresolved
raw_fallback, observed 2026-08-15T17:50:19.525321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T17:50:18.939482Z digest=sha256:643566ddcb72f1827e322d68b0f7ff0c91ea607e5a70adbec46572a42035ec48

Observation ecde9f95-6912-42ff-8237-1bdbcab47764 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 55

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unresolved
raw_fallback, observed 2026-08-15T17:50:19.511729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T17:50:18.943289Z digest=sha256:c2c424088d8e71525784f8bb1c651d0bf715ef50b32cb83fd421a8a7384cef97

Observation c5a5826b-68d4-4c10-bb86-6724bf77c94e · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 56

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unresolved
raw_fallback, observed 2026-08-15T17:50:19.500823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T17:50:18.947219Z digest=sha256:1293173d87560eda39ea23196f5fe6235eded5b6f9274c06ef157d3fbeff4e12

Observation 738e6771-c28a-442d-b6cf-25a148544a19 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 57

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unresolved
no resolver link, observed 2026-08-15T17:50:18.951430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.951430Z digest=sha256:e152df68c3eef2fa207649dbdfd3f276b6834734bad1d5b4df2d2133bc35099d

Observation f0a80f4f-2962-449d-8b2b-eb82df78c0f8 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 58

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unresolved
no resolver link, observed 2026-08-15T17:50:18.959537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.959537Z digest=sha256:476f3914b76edf222dfb305b47accae2f8c61a08e1242aa103240d6025e767d9

Observation f2353627-7010-4241-bb89-7b4dec2cf6a3 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 59

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unresolved
raw_fallback, observed 2026-08-15T17:50:19.470415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T17:50:18.963262Z digest=sha256:375c3c55600431a16d09152278a97298771e7cc561138a6c37b6cd0b84414245

Observation c8ec6d82-41d6-4d01-8d3a-b7b006ba305e · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 60

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no resolver link, observed 2026-08-15T17:50:18.967039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.967039Z digest=sha256:8bbc611428e62a13005d91b4d4ac394a81e81a0868da8b178c62ed9d8c21c522

Observation 9ff46ee0-8f9d-4740-b80f-cbb6c1531182 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 61

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unresolved
no resolver link, observed 2026-08-15T17:50:18.971541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.971541Z digest=sha256:d7eb9e009b73770e18a7773ac1b19fb4429b1dc4bf218368d9408eee08c95533

Observation eb4c7296-a14b-4555-95cd-cf22ae426ce9 · outbound

This paper cites REEF: Representation Encoding Fingerprints for Large Language Models.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution REEF: Representation Encoding Fingerprints for Large Language Models

Reference 62

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no resolver link, observed 2026-08-15T17:50:18.975622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.975622Z digest=sha256:ea26b1d0a5f138e29e41e3028bf9663f3053b3a7419223741adb9a45ca056bfe

Observation ba04f5dd-73d1-4f4f-bf44-edaf6abd0b13 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 63

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unresolved
raw_fallback, observed 2026-08-15T17:50:19.440263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T17:50:18.980416Z digest=sha256:ade4ce3fdb2bca3099a46f16e5636e02909e197cba413601d226f20a3043faec

Observation 8dc35ace-43e5-483c-90ae-ada110442182 · outbound

This paper cites Robust Invisible Video Watermarking with Attention.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Robust Invisible Video Watermarking with Attention

Reference 64

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unresolved
no resolver link, observed 2026-08-15T17:50:18.985090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.985090Z digest=sha256:9bef84781b47543739b29247d8a67ec1f25724bf830f2627a36cbcb04b72da0c

Observation 6b8f4881-23d6-43c6-a02c-064cc141fbb0 · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:50:19.427387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T17:50:18.989034Z digest=sha256:60fb70eb2db931d6d7b175ec6e566a1f12983ec233867bf40ec6218be508a283

Observation b8b6a3f2-7fea-4eb0-bc32-4ac411c70abf · outbound

This paper cites an unresolved cited work.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:50:19.415374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T17:50:18.996915Z digest=sha256:3e9e8b72a2264255e5cf23519b1e91b54e9a44cf30c1184827fe7f4c464ee1db

Observation 823b2992-f8b0-4347-bb2e-e5ecd449e73e · outbound

This paper cites A Recipe for Watermarking Diffusion Models.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution A Recipe for Watermarking Diffusion Models

Reference 69

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unresolved
no resolver link, observed 2026-08-15T17:50:18.992608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.992608Z digest=sha256:2d63ac8763af0e88cb28ca0b932a7095d64e48a5f1be3706f261ff469fda496c

Observation 1133e9f7-951f-4c4b-9eb8-c91206d331af · outbound

This paper cites In 27th USENIX security symposium (USENIX Security 18).

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution In 27th USENIX security symposium (USENIX Security 18)

Reference 2018

Resolution
unresolved
no resolver link, observed 2026-08-15T17:50:18.602999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.602999Z digest=sha256:6db1151b795093c32c1b7ce53d1e8659a6528c22a3266d1c6d0bb0a256a3aefe

Observation d52272b9-b1a6-4c0e-8264-ca3e3a40896b · outbound

This paper cites On the Reliability of Watermarks for Large Language Models.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution On the Reliability of Watermarks for Large Language Models

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-15T17:50:18.692815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.692815Z digest=sha256:bd4be11cc7f9e2e5a866a3aa2df5cad75db6f8bb6f0a7cb60034fcf5eb524ca0

Observation 9564c42f-a28d-4a46-a2ab-e8d13bbe4d36 · outbound

This paper cites On-Device Language Models: A Comprehensive Review.

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution On-Device Language Models: A Comprehensive Review

Reference 2024

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unresolved
no resolver link, observed 2026-08-15T17:50:18.955077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:18.955077Z digest=sha256:233e17da806f7d8b6fcddd32a5d92fb483cef241e8ccac2920f53a445135d2a5

Pith citing papers

No inbound Pith citation observations are available.