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Paper Citation Record · LEDGER

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways

As of 10 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2607.20860.

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

pith.paper-citation-record.v1
2607.20860 v1

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T09:13:17.450457Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

59 of 59 outbound references displayed

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  • unresolved59
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  • malformed identifier0
  • metadata mismatch0

External citation measurements

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Outbound references

Observation f34bd8fc-6253-4948-a80c-ab39ff70ce9e · outbound

This paper cites an unresolved cited work.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Unresolved cited work

Reference 2

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source=arxiv_source observed=2026-08-01T09:13:10.841999Z digest=sha256:b08065626db71708539945bda7bc185dc177670e45dcd7a6577b2832b1b44566

Observation 830ec77c-03d5-4cc6-ad27-1e2fd0067408 · outbound

This paper cites M.; and Thomas, J.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways M.; and Thomas, J

Reference 3

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source=arxiv_source observed=2026-08-01T09:13:10.956104Z digest=sha256:c4df395959ae4e7567b67efaf993458fb5d271b22dccf3a70b7842213d9a777a

Observation 9f16f847-c57c-4f23-a9c0-3a0aca3ca958 · outbound

This paper cites an unresolved cited work.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Unresolved cited work

Reference 5

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source=arxiv_source observed=2026-08-01T09:13:11.115914Z digest=sha256:fa690966c25276a8fbb3fc15c097c1cc7e746150ecc9c303cd7c73fbe6963ce4

Observation b2ec6a49-e23a-4067-b08e-611233f8b561 · outbound

This paper cites an unresolved cited work.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Unresolved cited work

Reference 6

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source=arxiv_source observed=2026-08-01T09:13:11.247678Z digest=sha256:64defa82e9bcacb278c789bfaab05ebc050204f7e91538b96bcab40dfc438d5f

Observation 947d84b5-6bd8-4a40-a414-6e580a077b51 · outbound

This paper cites K.; Renda, A.; and Carbin, M.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways K.; Renda, A.; and Carbin, M

Reference 7

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source=arxiv_source observed=2026-08-01T09:13:11.440909Z digest=sha256:b5a4940e216ea438ae334d6705817339b74a5ed9cbae22798d89e1d22fca9b77

Observation 6e02f49f-760f-4926-8e11-6c314322ae16 · outbound

This paper cites an unresolved cited work.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Unresolved cited work

Reference 8

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source=arxiv_source observed=2026-08-01T09:13:11.493890Z digest=sha256:eef7e58c4c30ee5be07a76fa1bb4c77f24913fac93ce0c3fb9b4e3070849a49a

Observation 3c99d425-4460-47fc-b7c4-d0d3d9f0bae7 · outbound

This paper cites an unresolved cited work.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Unresolved cited work

Reference 9

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source=arxiv_source observed=2026-08-01T09:13:11.699160Z digest=sha256:2dde731aacac66af03aa4166358622970bc87abd65dbb4c7b68dbe17e94d06d8

Observation 2960fb72-a631-46e8-bde8-a77499005195 · outbound

This paper cites TOPLOC: A Locality Sensitive Hashing Scheme for Trustless Verifiable Inference.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways TOPLOC: A Locality Sensitive Hashing Scheme for Trustless Verifiable Inference

Reference 10

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source=arxiv_source observed=2026-08-01T09:13:11.824695Z digest=sha256:d942edcc9f6dda87d75df714da212679827fdf34a1ac5f3756affcca0f8631c5

Observation da516f76-6700-40e2-8821-2fbc1390afc6 · outbound

This paper cites M.; and Ateniese, G.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways M.; and Ateniese, G

Reference 11

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source=arxiv_source observed=2026-08-01T09:13:11.908783Z digest=sha256:9bf27c31fd01f0f332818b26f52109603220eac6c9643a6750493a54c93e5866

Observation 0173fbe4-0c73-4aa1-ac9e-f1c53e15ac2f · outbound

This paper cites an unresolved cited work.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Unresolved cited work

Reference 12

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source=arxiv_source observed=2026-08-01T09:13:12.024276Z digest=sha256:b364e3abef7a6e8c16d740b3f39b2abd39d0b0bba7d2d510f03155e20ad24c7d

Observation 4beada5d-db86-4ba9-a567-2dae18f7e622 · outbound

This paper cites an unresolved cited work.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Unresolved cited work

Reference 13

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source=arxiv_source observed=2026-08-01T09:13:12.105365Z digest=sha256:5130e02fad874a612aafa474d3a7dd377f01db61e223d160ce08f7b4917ada49

Observation e6544916-51f2-4b48-8daf-83ad9fa7f061 · outbound

This paper cites an unresolved cited work.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Unresolved cited work

Reference 14

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source=arxiv_source observed=2026-08-01T09:13:12.272683Z digest=sha256:36b7fb2547d2bfa60e97c7b99fa964d4880142a28d210feb33236a0bc9e20e0e

Observation fdcfb9e0-d0a4-43fb-8901-b917bf6afdb5 · outbound

This paper cites Z.; and Liu, Z.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Z.; and Liu, Z

Reference 15

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source=arxiv_source observed=2026-08-01T09:13:12.391442Z digest=sha256:2d3cc75be3d0448eb84b8ee52ffa1d60855426ea4c540f679830f670e0d4d772

Observation 84021bfb-6c26-449d-bae8-0059df5c7310 · outbound

This paper cites an unresolved cited work.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Unresolved cited work

Reference 16

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source=arxiv_source observed=2026-08-01T09:13:12.485257Z digest=sha256:cfe198162364954ddbf8996529d56209fab7fdcdbb09091a6bb86120bbae3a6f

Observation f5db53ad-ed62-4799-9468-ac5d3d9e167b · outbound

This paper cites Your ``Pro''.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Your ``Pro''

Reference 17

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source=arxiv_source observed=2026-08-01T09:13:12.581076Z digest=sha256:b9550260d57e74c645ad6612b4d4701754ac60b6774e8288ead48a6cb65ce96c

Observation e75a9ff6-f285-45de-a224-85dd08e4f0ba · outbound

This paper cites Token-Efficient Change Detection in.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Token-Efficient Change Detection in

Reference 18

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source=arxiv_source observed=2026-08-01T09:13:12.671459Z digest=sha256:f921a760f37d5aa91fdc7cfaf9bd5be86a1b80729521268f404f9dee5b0ecf25

Observation f2385cd6-e503-42c9-81e7-227211a4fca9 · outbound

This paper cites 2026 , url =.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways 2026 , url =

Reference 19

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source=arxiv_source observed=2026-08-01T09:13:12.820565Z digest=sha256:bf19c2d00dfd0e3a85ae74df2de93c0c7ae6b8e4c1ef0144e69dac0f8cb13029

Observation 322a72bf-801c-48e3-a0f8-87748588ea78 · outbound

This paper cites 2026 , url =.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways 2026 , url =

Reference 20

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source=arxiv_source observed=2026-08-01T09:13:13.013238Z digest=sha256:7e6afe2f558526e183d943b998da84ea61aeb695fe291b51499b0d3b0c1f20cf

Observation 60584c46-6207-4ca5-8aba-2006a2b72c07 · outbound

This paper cites Auditing Black-Box.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Auditing Black-Box

Reference 21

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source=arxiv_source observed=2026-08-01T09:13:13.266793Z digest=sha256:2b580414be145253cc1b85032f632ac501776a6669d301d5bdbc4c1c943a99aa

Observation a9392185-d3ed-4b60-9e9e-be7ecf1f53f7 · outbound

This paper cites Model Equality Testing: Which Model Is This.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Model Equality Testing: Which Model Is This

Reference 22

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source=arxiv_source observed=2026-08-01T09:13:13.387043Z digest=sha256:f76fa54b81ba0ca24e39971c725858259063f1cdaa7f65135ee40e9907385b04

Observation 7d9d9289-3464-45bd-92eb-a88d71f0bd3d · outbound

This paper cites and Ateniese, Giuseppe , booktitle =.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways and Ateniese, Giuseppe , booktitle =

Reference 23

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source=arxiv_source observed=2026-08-01T09:13:13.483209Z digest=sha256:0f7a0a71c5cd9926d9e5829d7d6a2438704a06a3b585a857c35d6a56b21e1d1e

Observation 282c1ddc-68a2-438c-8917-c78a31d189cb · outbound

This paper cites doi:10.18653/v1/2024.findings-acl.683 , year =.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways doi:10.18653/v1/2024.findings-acl.683 , year =

Reference 24

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source=arxiv_source observed=2026-08-01T09:13:13.591826Z digest=sha256:0d81858187af430e5438c0ce62d2276a64868ceee0421e8cda3de0c60a66f535

Observation 21ef6f80-588f-4e73-b539-d60eb94c09c2 · outbound

This paper cites Advances in Neural Information Processing Systems , volume =.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Advances in Neural Information Processing Systems , volume =

Reference 25

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source=arxiv_source observed=2026-08-01T09:13:13.650941Z digest=sha256:d6a2c11657de7a5bfabf67c55dcba8fecabaaceae92719cd4b8341876156164c

Observation e1d08345-4525-47c2-a8d2-bab479e400a7 · outbound

This paper cites and Renda, Alex and Carbin, Michael , booktitle =.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways and Renda, Alex and Carbin, Michael , booktitle =

Reference 26

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source=arxiv_source observed=2026-08-01T09:13:13.752137Z digest=sha256:a68ce2e2198d19cf2b64da44547b586f99672c47228aef6ea69f42dc5e3806c1

Observation 657e32ae-f016-4588-9228-737eb0a44986 · outbound

This paper cites Are You Getting What You Pay For? Auditing Model Substitution in.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Are You Getting What You Pay For? Auditing Model Substitution in

Reference 27

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source=arxiv_source observed=2026-08-01T09:13:13.916167Z digest=sha256:781d10e34c73104d615fdc9ad6d896cf90ee9daf49dba7485cd7a761edd5f572

Observation 5d478751-9b9c-4397-bdce-77a14f902310 · outbound

This paper cites The Annals of Mathematical Statistics , volume =.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways The Annals of Mathematical Statistics , volume =

Reference 28

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source=arxiv_source observed=2026-08-01T09:13:14.020617Z digest=sha256:ba39be06c6c3932630e8cacd117177b26e0c35ce2ffd398b216769a63228018a

Observation 6b2308a2-a9e6-48a7-964c-34a335e42209 · outbound

This paper cites The Annals of Mathematical Statistics , volume =.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways The Annals of Mathematical Statistics , volume =

Reference 29

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source=arxiv_source observed=2026-08-01T09:13:14.087213Z digest=sha256:1b68e6575143e2590984148266dcb46487beb8d4f5495c7f8d29e381a9801cf4

Observation 501cde09-d7ab-49c4-8f51-de6d183b6d85 · outbound

This paper cites 2006 , doi =.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways 2006 , doi =

Reference 30

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source=arxiv_source observed=2026-08-01T09:13:14.154383Z digest=sha256:87a8154dc17d5b2761c6d29f43d29768d5392080105523098ddfbb646a9c0ceb

Observation 84a39d30-4cfd-4fbd-a3c6-938c78ebd48b · outbound

This paper cites Large Language Models Are Bad Dice Players:.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Large Language Models Are Bad Dice Players:

Reference 31

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source=arxiv_source observed=2026-08-01T09:13:14.226694Z digest=sha256:dc3e32ab07b7005801c5111177e428df8004cd027e5e21ca83a9152fb0720a6d

Observation 0741f4b7-e3fb-4a40-97f3-5d618f41de13 · outbound

This paper cites Behavioral Consistency and Transparency Analysis on Large Language Model.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Behavioral Consistency and Transparency Analysis on Large Language Model

Reference 32

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source=arxiv_source observed=2026-08-01T09:13:14.395593Z digest=sha256:249a38c176a8d510348c177b81821bbc0f3f230c8a5555ae14a75122d197b579

Observation 647004be-39a3-46a1-9350-831044100728 · outbound

This paper cites Real Money, Fake Models: Deceptive Model Claims in Shadow.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Real Money, Fake Models: Deceptive Model Claims in Shadow

Reference 33

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source=arxiv_source observed=2026-08-01T09:13:14.526341Z digest=sha256:c1c97a84856e4de012da0bf38701626e957f048b9075595370b876a8f8bb84c1

Observation 81bea2c3-e2bd-41c4-83af-fd6d31b4d04a · outbound

This paper cites Your Agent Is Mine: Measuring Malicious Intermediary Attacks on the.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Your Agent Is Mine: Measuring Malicious Intermediary Attacks on the

Reference 34

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source=arxiv_source observed=2026-08-01T09:13:14.726325Z digest=sha256:cb422eaadf1ea69d94f5a958cafe465ff3680d7f8f03ed2487385bfdd8f4d33a

Observation eb288e3f-3b85-45b4-871f-4468ffff48f4 · outbound

This paper cites Incompressible Knowledge Probes: Estimating Black-Box.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Incompressible Knowledge Probes: Estimating Black-Box

Reference 35

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source=arxiv_source observed=2026-08-01T09:13:14.795273Z digest=sha256:320134c660d100aa93a2b7bd15c45d05b3fc297b55b71167d6a7eadb0e30a1f6

Observation 87fbc300-6c86-467f-8ef9-9ca4df6564f2 · outbound

This paper cites doi:10.18653/v1/2026.findings-eacl.273 , year =.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways doi:10.18653/v1/2026.findings-eacl.273 , year =

Reference 36

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source=arxiv_source observed=2026-08-01T09:13:14.908231Z digest=sha256:31ff1b8082cadbdfaf74f5583bfb4e8976e30d7b492786d1baf3930e024c81c9

Observation 5458e963-67b1-4190-9988-fdd219b92354 · outbound

This paper cites , journal=.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways , journal=

Reference 38

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source=arxiv_source observed=2026-08-01T09:13:15.243269Z digest=sha256:d7d92d6e1f2f62e18734c2016f403c6db60f678b36ba1d2acc277d7c3853062d

Observation b4a32804-0351-4eda-8bfd-662e0f0c121d · outbound

This paper cites Log Probability Tracking of.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Log Probability Tracking of

Reference 39

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source=arxiv_source observed=2026-08-01T09:13:15.317569Z digest=sha256:dcfebd9537351c0fa48ba24ebfb270b65697709c78762369b9f7d31e662bfed8

Observation 10279c61-1492-44d6-a49e-f7bb7e2d3810 · outbound

This paper cites Proceedings of the 42nd International Conference on Machine Learning , series =.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Proceedings of the 42nd International Conference on Machine Learning , series =

Reference 40

Resolution
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no resolver link, observed 2026-08-01T09:13:15.383437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T09:13:15.383437Z digest=sha256:7b19ed118caf6d9995eeb7b3f0c195026d08b428cab2b13536b0ba885d159bce

Observation ba600d2f-0ab6-4c15-b8be-3acdc30fe7ea · outbound

This paper cites One Token Is Enough: Fingerprinting and Verifying Large Language Models from Single-Token Output Distributions.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways One Token Is Enough: Fingerprinting and Verifying Large Language Models from Single-Token Output Distributions

Reference 41

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no resolver link, observed 2026-08-01T09:13:15.445455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T09:13:15.445455Z digest=sha256:58469b0f4f10025d3d6144767c0fd9ea11cb62ab5f18c8245f0ae178c9299322

Observation 1af0aa35-02db-4c8a-b4d9-10af5c89ab74 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways International Conference on Learning Representations (ICLR) , year =

Reference 42

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no resolver link, observed 2026-08-01T09:13:15.611998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T09:13:15.611998Z digest=sha256:4c06d5b4b13faf21e22ee6cb6c0990649653b74491d3c912abf375b40d8b455f

Observation a2ca0f81-0246-4d37-81a3-e02664716fb0 · outbound

This paper cites You've Changed: Detecting Modification of Black-Box Large Language Models.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways You've Changed: Detecting Modification of Black-Box Large Language Models

Reference 43

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no resolver link, observed 2026-08-01T09:13:15.790809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T09:13:15.790809Z digest=sha256:88220c680f64e402c1418fb3cf19fbcc49d9840f62235ad6039079ffdce05cec

Observation c329d03d-1f6b-4a17-8277-5a79e18884d4 · outbound

This paper cites 2025 , url =.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways 2025 , url =

Reference 44

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no resolver link, observed 2026-08-01T09:13:15.852188Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-01T09:13:15.852188Z digest=sha256:4ee0117ab0d5dd627a67c1b9802b648b99016300989c7f9d3f92914647911e63

Observation 10763df2-ae1c-494f-90cf-1f00da72006f · outbound

This paper cites The Annals of Mathematical Statistics , volume =.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways The Annals of Mathematical Statistics , volume =

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-01T09:13:15.913475Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-01T09:13:15.913475Z digest=sha256:2e73d5eb56767cca7a242a76b7ebbeb7c03f61c552092f37a490041ff9d00899

Observation 3f2169b5-a4be-470f-a496-f2c1996b2a6f · outbound

This paper cites The Annals of Statistics , volume =.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways The Annals of Statistics , volume =

Reference 46

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no resolver link, observed 2026-08-01T09:13:15.973203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T09:13:15.973203Z digest=sha256:3c35bb5ee0e3ae41d7c2878e0cd86aee0c995c40da1764ef7e05d0043128fc8e

Observation c9ac8a4b-bddc-4f4a-8342-e28d2f8e6658 · outbound

This paper cites IEEE Transactions on Information Theory , year =.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways IEEE Transactions on Information Theory , year =

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-01T09:13:16.044684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T09:13:16.044684Z digest=sha256:a55b1809ee1e9e8cf69343975cd0175097b838890d74e8cc7ae140c197676016

Observation 8f41fb7f-89b2-4b1a-b22f-6b844f1c77c6 · outbound

This paper cites LLMs and the Madness of Crowds.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways LLMs and the Madness of Crowds

Reference 48

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no resolver link, observed 2026-08-01T09:13:16.170953Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-01T09:13:16.170953Z digest=sha256:aa4c76c10811d9a783e44d3db0f941da1df31d1f65973392129fdf3a384a5cc6

Observation bad886a7-4b22-4f18-8a68-c8248a0544af · outbound

This paper cites an unresolved cited work.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Unresolved cited work

Reference 49

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no resolver link, observed 2026-08-01T09:13:16.322963Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-01T09:13:16.322963Z digest=sha256:368c637b397012adb2756747acb9749fde41a4ad60a6c476b14c33acdb5b7a71

Observation 7fde762b-532c-4220-8dab-55b00e5cd1dd · outbound

This paper cites an unresolved cited work.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Unresolved cited work

Reference 50

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no resolver link, observed 2026-08-01T09:13:16.524745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T09:13:16.524745Z digest=sha256:d587900f3d7e7b1da3fdcacf17b33aaf461871f411419069d79ce71cc5076b3a

Observation 092c5131-1841-4de8-873e-f268c0272e84 · outbound

This paper cites an unresolved cited work.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Unresolved cited work

Reference 51

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no resolver link, observed 2026-08-01T09:13:16.633252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T09:13:16.633252Z digest=sha256:27300bdeb255eaa3cf5179572c4f92cf87b5a005da829d9207039b373ff66751

Observation 980dc18e-323d-4e8b-a831-016472b72ec5 · outbound

This paper cites KBF: Knowledge Boundary as Fingerprint for Language Model and Black-Box API Auditing.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways KBF: Knowledge Boundary as Fingerprint for Language Model and Black-Box API Auditing

Reference 52

Resolution
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no resolver link, observed 2026-08-01T09:13:16.764736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T09:13:16.764736Z digest=sha256:57194f07fdc1de9973f4363c8321f30b8a48ae5b8c44e8c4ee4bbf8fd99c11a5

Observation d7d67718-d508-4c41-b81d-909bc8320ffc · outbound

This paper cites an unresolved cited work.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Unresolved cited work

Reference 53

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no resolver link, observed 2026-08-01T09:13:16.846434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T09:13:16.846434Z digest=sha256:fe8f3e85fc7e3891f6afef5aeacc9e424f2a8217dcb42bd88be90929dab56bee

Observation 1f2e1c3d-34a2-4385-89cc-a5385b7e700e · outbound

This paper cites an unresolved cited work.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Unresolved cited work

Reference 54

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no resolver link, observed 2026-08-01T09:13:16.909559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T09:13:16.909559Z digest=sha256:42912689fd3b48b0ed58d1533041bc1213bb3e88e9f8bc00cea8741aeee9f8b8

Observation 154e48f8-4380-40fe-b1a9-1c6fe5a96f4a · outbound

This paper cites Incompressible Knowledge Probes: Estimating Black-Box LLM Parameter Counts via Factual Capacity.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Incompressible Knowledge Probes: Estimating Black-Box LLM Parameter Counts via Factual Capacity

Reference 55

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no resolver link, observed 2026-08-01T09:13:16.967261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T09:13:16.967261Z digest=sha256:7b9b3c79868e99124d42a26e81a2831017d40fd851733e75c47d86be966df2ee

Observation d4adb626-c559-49c9-9a4f-b3253398c14b · outbound

This paper cites an unresolved cited work.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-01T09:13:17.046011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T09:13:17.046011Z digest=sha256:01d0ea9f022282d54dbe6561f5daac801cd886d1c4d157870cd2603b609066a8

Observation f4a9d3d1-0470-447e-ae42-fcba5cab6833 · outbound

This paper cites Your Agent Is Mine: Measuring Malicious Intermediary Attacks on the LLM Supply Chain.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Your Agent Is Mine: Measuring Malicious Intermediary Attacks on the LLM Supply Chain

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-01T09:13:17.131106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T09:13:17.131106Z digest=sha256:73d06ebe64a989ae34976aef57f3da09ec2884c94462361a35d1046aec7ed2e9

Observation e2b386ff-e9b5-4bab-8230-55f4b80eb5af · outbound

This paper cites an unresolved cited work.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Unresolved cited work

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-01T09:13:17.177532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T09:13:17.177532Z digest=sha256:e2161337caa8416701556873082c31f13a1ed37054824b9a2f1511b472ab6f6e

Observation 5c08007e-b73d-43d3-b6d3-eca02956f2c8 · outbound

This paper cites an unresolved cited work.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Unresolved cited work

Reference 59

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unresolved
no resolver link, observed 2026-08-01T09:13:17.236217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T09:13:17.236217Z digest=sha256:5f7dc38f959c4d3c4fb2bb19a0d332d845210be1103a0036904d192b5d2524ce

Observation b4c5d8a5-5eb5-4876-b9fc-994434f4f427 · outbound

This paper cites an unresolved cited work.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Unresolved cited work

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-01T09:13:17.325545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T09:13:17.325545Z digest=sha256:d4d6f49ecefdc1c4152f705a4fb45951e72823f0e089a771849d247bd10086f7

Observation 4340b01f-c833-4ae0-91c1-5b954d10fed2 · outbound

This paper cites an unresolved cited work.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways Unresolved cited work

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-01T09:13:17.382644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T09:13:17.382644Z digest=sha256:fb3b4bbd31dbcbec9b87cb071845fdff3cc6989e7bf1d3438a9c79d72a0f035f

Observation a322af48-1968-40c2-b42c-664bd1b6f400 · outbound

This paper cites A.; and Neiswanger, W.

Which Model Is Actually Serving You? IRIS: Budgeted Black-Box Auditing of Model Substitution and Routing Dilution in LLM Gateways A.; and Neiswanger, W

Reference 62

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unresolved
no resolver link, observed 2026-08-01T09:13:17.450457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T09:13:17.450457Z digest=sha256:7a6b6eda0b53879cb8ba373f01069d819e89495c9c7420a45985925b1ac3d26d

Pith citing papers

No inbound Pith citation observations are available.