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Paper Citation Record · LEDGER

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs

As of 19 August 2026, this Paper Citation Record lists 100 of 106 outbound references and 0 inbound Pith citation observations for arXiv:2506.17353.

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

pith.paper-citation-record.v1
2506.17353 v1

Coverage vector

measured 100 of 106 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:26:28.059736Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

100 of 106 outbound references displayed

  • verified exact0
  • verified fuzzy1
  • unresolved99
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

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Outbound references

Observation b7d92f2f-7021-436a-82ed-dac1a579b7a7 · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 1

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source=pdf_text observed=2026-08-15T19:26:27.527237Z digest=sha256:5ec60df5b510bac36c2f0bc803e5e7f39f1c22ba7d665ef25de2e63379002990

Observation 7089aca7-49a1-4424-b2b3-cd3608acce0b · outbound

This paper cites PaLM: Scaling Language Modeling with Pathways.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs PaLM: Scaling Language Modeling with Pathways

Reference 2

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source=pdf_text observed=2026-08-15T19:26:27.532774Z digest=sha256:caf10e51d381b88aa257c197e8c9dbe339bd96295918fd0b0f073f59e023f01d

Observation ae86021f-c2d1-4ce4-a26e-c85e9aec2fec · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 3

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source=pdf_text observed=2026-08-15T19:26:27.538144Z digest=sha256:7f97ade2eb8b1a462b775f1c59182e1d780f67b7edca5498b2ac689e960bbc30

Observation 2ac96f51-38f4-459c-a27c-e06a95f467fd · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 4

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source=pdf_text observed=2026-08-15T19:26:27.543125Z digest=sha256:ef80a724e9da6d5a543048a1d89516826f2b55368e4066e883188cd6e44d86fa

Observation cc4e94ad-b1c3-4ca1-abaa-3852eef8ac3c · outbound

This paper cites 2020.{Updates-Leak}: Data set inference and reconstruction attacks in online learning.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs 2020.{Updates-Leak}: Data set inference and reconstruction attacks in online learning

Reference 5

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source=pdf_text observed=2026-08-15T19:26:27.551202Z digest=sha256:9117a19a799a239a3469ac66c5de3f928f6e665520f98c4555ebc0f0f31bf6ef

Observation a09c8539-3044-4c27-9dca-ab6a5e513fdb · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 6

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source=pdf_text observed=2026-08-15T19:26:27.558158Z digest=sha256:5a0c3c0cbef34f7a05f1648d9b5526666b3c871230730cb6a6686ef1b215eab2

Observation 8f6b1b95-e6df-49f7-84aa-d762fe8df72d · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 7

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source=pdf_text observed=2026-08-15T19:26:27.565084Z digest=sha256:9f1e6ae332ad1c83f90c2592123b068ac9bd3300e91716211d9eb3abd6b0984d

Observation b1127686-2b4a-41e3-bdae-32cee1517c6d · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 8

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source=pdf_text observed=2026-08-15T19:26:27.570413Z digest=sha256:7b1327788832e072108e8fb52efeab1ed09998da8a93e5f8dd57be7b87ab43b8

Observation 47cc9eef-422b-48e3-9108-2605411fb498 · outbound

This paper cites Scalable Extraction of Training Data from (Production) Language Models.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Scalable Extraction of Training Data from (Production) Language Models

Reference 9

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Observation 57b34d2b-6f2c-453f-85be-adb0253bbd9a · outbound

This paper cites Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

Reference 10

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source=pdf_text observed=2026-08-15T19:26:27.583453Z digest=sha256:5f5ff880bc42ee28b9f800bb5c26b5fce1c080c90baa28ad1f1a1cf999512c8a

Observation c5ba1483-5575-45cc-bfbf-f012a7c533fe · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 11

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source=pdf_text observed=2026-08-15T19:26:27.588602Z digest=sha256:d97a80154a22388bcb7f332d4d9aac22c8da93ac26680ddb1fd5222d64968c9d

Observation 472cb13a-2111-4899-aa05-80ec8d651412 · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 12

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source=pdf_text observed=2026-08-15T19:26:27.599936Z digest=sha256:cd23cb2fdb8a459ff4dbed689e0e344a54404cca8d7f9e43661f7110cf40b43f

Observation 5791aabf-dbad-4e0a-b7f4-bd883751da1c · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 13

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source=pdf_text observed=2026-08-15T19:26:27.609374Z digest=sha256:e95ca624631b26433e5cb0b9a8eae8cfe8b3c3c2fd6dbd37222af5475b347651

Observation 74517a1c-6f28-47a6-8192-8c969333d592 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs LoRA: Low-Rank Adaptation of Large Language Models

Reference 14

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source=pdf_text observed=2026-08-15T19:26:27.613885Z digest=sha256:e23f982dc85502b8ff0e89d9387661e44ac6e3a40e5bb83906a214e3ec84e1c1

Observation 3dd82148-6455-4e3e-bfc0-0a3489c0204f · outbound

This paper cites P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks

Reference 15

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source=pdf_text observed=2026-08-15T19:26:27.618523Z digest=sha256:536a479427bdde99f09b06fb182d82321ffd32fac23d31848ee2c3f428017722

Observation 76bf28a6-fa9d-435b-a94a-3b3f6217380a · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 16

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source=pdf_text observed=2026-08-15T19:26:27.623509Z digest=sha256:1f3594c0c99076112e4c5f2ee16e4752c1cb7f9b9fc26399a8b585b54acf32d5

Observation 2cd6d25e-ba8a-451f-8edf-92d578bc3fe5 · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 17

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source=pdf_text observed=2026-08-15T19:26:27.628255Z digest=sha256:2d56b9a6961206e8c2efcc4db4346d8044bf451bfb96c7e37ecc95af237d7954

Observation 30b3bb20-10c6-4c1e-9d14-71fbcfab22a2 · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Gemma: Open Models Based on Gemini Research and Technology

Reference 18

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Observation 5b0085f1-5387-4d4b-8548-19455d3d0705 · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 19

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source=pdf_text observed=2026-08-15T19:26:27.637278Z digest=sha256:74440c020c588ee68bb4527f1134167f80c065f32cf54cfc0daaaa467a30ef7d

Observation 4abaa0e0-9e0c-4eda-b236-0d631f4be3f9 · outbound

This paper cites DE-COP: Detecting Copyrighted Content in Language Models Training Data.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs DE-COP: Detecting Copyrighted Content in Language Models Training Data

Reference 20

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Observation c84fd6b7-2d58-4893-904d-d5aae9d40276 · outbound

This paper cites Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes

Reference 21

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Observation 1dab9263-f751-40af-b8bf-1f179d8b0193 · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 22

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Observation c1f9b9f1-bbfc-4788-ac79-7e8104f23ada · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 23

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source=pdf_text observed=2026-08-15T19:26:27.657162Z digest=sha256:dbbb9f609eac0fc8a189590bc3f3e3302c87e51efe48bf665c79da6ef8eadeb6

Observation 03da6d2f-da39-4526-aa56-590e9dae50dc · outbound

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Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 24

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source=pdf_text observed=2026-08-15T19:26:27.662118Z digest=sha256:6ac2f16de631efab3c3b74419c400b6a9dba4bcce41498a28b86a1a2d76e0650

Observation 46cf06ec-08be-43e5-bdef-0ff40f2b92cd · outbound

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Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

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Observation ac9cff26-758f-4665-b5ba-ede89fc07955 · outbound

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Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

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Observation 9cadf49e-eeb1-4acb-a462-ca93f9e8df4e · outbound

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Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

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Observation 4608127f-60c3-444d-8491-f7ac8fe8654f · outbound

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Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 28

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Observation 808f969a-f57f-44d8-9346-5f5933a71dc6 · outbound

This paper cites Instruction Tuning with GPT-4.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Instruction Tuning with GPT-4

Reference 29

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Observation ab7eaafe-c737-41ea-9c3d-590618bd4f4c · outbound

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Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 30

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Observation 55595edf-fcdf-4e08-9b3e-68c142486457 · outbound

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

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 31

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Observation 4d985584-5234-4a69-a80f-904d175eef47 · outbound

This paper cites Exploring Multi-Lingual Bias of Large Code Models in Code Generation.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Exploring Multi-Lingual Bias of Large Code Models in Code Generation

Reference 32

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Observation 1facb278-153e-4c0d-af6f-70e24bc24d97 · outbound

This paper cites DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

Reference 33

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Observation c62caf55-c89a-45d0-88aa-7499ac7272da · outbound

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Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 34

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Observation f63f00c9-8ed7-46c1-b451-fa2b1259dcda · outbound

This paper cites Code Llama: Open Foundation Models for Code.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Code Llama: Open Foundation Models for Code

Reference 35

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source=pdf_text observed=2026-08-15T19:26:27.708221Z digest=sha256:3bde6c772b17ca17525c0ef57becb8672b1cf0dd1d87c3b14e2b56e0b3069451

Observation 8986dab8-a71b-4166-9c2a-222783645a06 · outbound

This paper cites MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning

Reference 36

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source=pdf_text observed=2026-08-15T19:26:27.728186Z digest=sha256:2b18e4eb0e1fa20c5c2ca12caf018dcd1f938100c0dfdcac668e783cffdb635e

Observation b4b1f3e0-e8eb-4bf0-a072-573ade8f6670 · outbound

This paper cites Automatic Chain of Thought Prompting in Large Language Models.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Automatic Chain of Thought Prompting in Large Language Models

Reference 37

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Observation 6d7ac5f7-13ab-4010-95f2-cbb5531a0e2c · outbound

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Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 38

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source=pdf_text observed=2026-08-15T19:26:27.722308Z digest=sha256:c8e489c1a2ada74fc7fd9a0710e02789633364b2b904c2078c24c02ea24f6aeb

Observation cdfea80a-417a-41f2-bc05-16c262a1d3d2 · outbound

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Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 39

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:26:27.743749Z digest=sha256:7a046093f8795d47baf57cd4086fd2d3ff1696b3ee65fe0b6015a1f6467440d5

Observation 1265571d-69e4-49d2-80df-0e67b75b1e63 · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:29.450973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:27.748456Z digest=sha256:9c6703146740a6c14ab593bc91a54c72aa9482ad450191f005b5b50b548f85bd

Observation ac70cf5b-9fab-44b4-bb99-994c82c5fb9c · outbound

This paper cites Meta Large Language Model Compiler: Foundation Models of Compiler Optimization.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Meta Large Language Model Compiler: Foundation Models of Compiler Optimization

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-15T19:26:27.738312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:26:27.738312Z digest=sha256:3a31147a2dd9dab4c296f1f058d2519e970f75e18eeda93b6d20b0cf5df04ca3

Observation e82eff7a-3303-4cf0-91f8-f6b889837865 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Evaluating Large Language Models Trained on Code

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-15T19:26:27.757225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:26:27.757225Z digest=sha256:46dedcef0192bc304d768ea63e7d40556bb4c9964a187a887918b6fa48f7a738

Observation af5515bf-656b-4b47-91cb-5be05cee4b97 · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-15T19:26:27.762008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:26:27.762008Z digest=sha256:6eb28fc02129e471def5520605dee2794c94b6f1c89767ccbd9b52411259e339

Observation d5a41539-c159-4cb6-8cc4-824d3db537cf · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:29.435232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:27.752888Z digest=sha256:3aa494923f97a6ec774fe7cd67b7a56a33bd1f1835cea5ffe7b5a0a6cccce40e

Observation c38498a0-3d9f-4b09-9810-9ec0a4188b48 · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:29.391255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:27.771593Z digest=sha256:7ae7e2880ab7bf41d128e6c6b7e90025130f993e7220eb84f7d44538962d77e9

Observation 89256dfd-4ee4-4c5b-9734-121d02b3d370 · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-15T19:26:27.776290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:26:27.776290Z digest=sha256:85e7c4e088185db15fabc75f894d78e68cb245e97ee27a7a836f7e4fb58a1655

Observation 597b1a1f-39b8-47f4-baee-077ae309fe13 · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:29.407619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:27.766796Z digest=sha256:f9c0799465e21632982a71a99c4adc1174bdcf1d007e475cd388fffa262e091a

Observation a0dc184f-3a77-44a7-bb19-55241c9f7cb3 · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-15T19:26:27.785254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:26:27.785254Z digest=sha256:0dbf034f37522b2ec8dd37275b1266e2d12fde09b6d10043f659b14ce4c3b26d

Observation e9bf9bc7-4f70-4a82-9a11-1be4d35d3570 · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:29.359080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:27.790036Z digest=sha256:eabb6a7b3e3103dfe9f6c7766db09641d25fc97fbda4fe5c9124265d2308c76e

Observation 11721c55-a21d-48ea-88f2-048ba21bc8dc · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Training Verifiers to Solve Math Word Problems

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-15T19:26:27.780730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:26:27.780730Z digest=sha256:6b5116f2cb16f3f438093a7bd0f5d1873810d4162ae1b38ef53ac64b188e5419

Observation 57aa9db3-f5b3-433a-876f-1fb2e97bccde · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:29.325731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:27.799382Z digest=sha256:17370548ff1791e09cfd11ba16de6342347082cda9777083ac5734be4a27b2f3

Observation 31df776d-2320-436b-a6ba-c3a221e6c84c · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:29.310853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:27.804775Z digest=sha256:26bb552f9dddc1f439b8b7827699f4f65f6a4928728f51989dccc6136271c39d

Observation 22bff668-baaa-4a10-9cf8-a64a39f642ab · outbound

This paper cites Gonzalez, Ion Stoica, and Eric P.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Gonzalez, Ion Stoica, and Eric P

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:26:29.342231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:27.794772Z digest=sha256:9ea78c2d6fb9a7d5e092bf619b994385c6fc43fd2a0b591a3cef88cec8c84223

Observation aaddebe0-9cac-43d8-b139-84a82c9f6c72 · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:29.285725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:27.815057Z digest=sha256:f12b9e5854611cd3a49f9e8c1fbd066d1eccb29b1954d838eda0982362c59037

Observation 1d9d58b1-8082-4bbc-85c7-0eecb993687a · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-15T19:26:27.820108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:26:27.820108Z digest=sha256:14bfb30648e6d6439b9eb826c10886f40ebffdfb275cd4814b5b3c211eb45bc7

Observation 77e634c1-fdd9-46b4-b8cb-9c0f1695193a · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-15T19:26:27.809334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:26:27.809334Z digest=sha256:b08739ec4332cc82f4c3f90c09edf5738a50a4b42691efb744328a58890debdb

Observation 40ca5b5b-4b78-4aef-9562-54ebfef7915d · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-15T19:26:27.829285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:26:27.829285Z digest=sha256:78d504f3a17e303c2bad138cce7258d32f40732302f33a7134a234ea7cfe808e

Observation 65c4304f-8d27-449e-95a9-ab13c0e8fe17 · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:29.242246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:27.834044Z digest=sha256:2e5c8609e30a7e4743277cdf973bebe3a25c3f095b847ae97e86a54ba1780639

Observation 2d55d6c8-2cfd-4f86-8cea-61ce18044f23 · outbound

This paper cites ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-15T19:26:27.824607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:26:27.824607Z digest=sha256:7505ec2d05d9b4286d234a011db5bf8ed140faa02ea6a955ebff3ab911451da7

Observation c63f21e4-7180-40f3-bed4-24711c57b4e1 · outbound

This paper cites Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-15T19:26:27.843247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:26:27.843247Z digest=sha256:464bed6614dfadaa8196a91db914ec7cb751682c8609aabb7c3e8ed0672792d3

Observation 83a957bc-44eb-4c1e-8c3f-eaefa4a9e55e · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:29.226112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:27.850026Z digest=sha256:a70675828372b3f7c738031d629fe3fcdc490e553a7ebadecabbca3df1e2676c

Observation 8125a248-c97e-4312-a735-b73ea763941a · outbound

This paper cites AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-15T19:26:27.838579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:26:27.838579Z digest=sha256:495c0e1c3609757d3a4746478261eb900eda07940ec2dda2e7ec90075ef3ebbc

Observation 9b9edd4c-8566-430b-87b3-b5138076f630 · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:29.192222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:27.860101Z digest=sha256:6031052cab03428bd7a675099cf582bcb42a6b27214a809a793306d225909941

Observation dc89cc4d-3b71-4b72-8842-df6897dc8747 · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:29.175361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:27.865038Z digest=sha256:09682c1885bc5e95bfae8d52347e2e9aae9aa3b005d46b1ba6cd6be234ff0504

Observation d49c9376-5bd6-4e21-ae6f-72bd157f54aa · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:29.207740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:27.855068Z digest=sha256:edd5d1380572033b2f00c2e462dc1e240f924b7f248f1a3ef3436c87a2760924

Observation 78f42fb9-793b-4a30-aabc-fdb0826b1590 · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-15T19:26:27.874413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:26:27.874413Z digest=sha256:093adebdc0faa0cde77e2d4f265b3e4eac663e99d834cedbdb4faa7d5e116ebd

Observation eb1aa271-9dff-4b55-8a59-aa6b692ccf20 · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:29.117797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:27.883870Z digest=sha256:38a69d05a8855eab49a6364da89c773d3d7564af705f29ae7d19445ce7324fab

Observation 78074639-45b7-4cda-af80-2b5c0758111c · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:29.158023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:27.869872Z digest=sha256:468b1989597df769d0fce2d7dddc6aeec3dedc10f8cfc838ec14b45840e6f800

Observation d452fb6a-925f-4f06-82f7-2df1f1698c60 · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-15T19:26:27.898442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:26:27.898442Z digest=sha256:2a23cb0fb0eb83dab260e98a8d138ad2df4d2a4d81b6c0f88ad72e195f22deeb

Observation bfa876f5-3b7a-45ee-96af-37bb76311bf2 · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:29.074657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:27.903458Z digest=sha256:eb1f8e4196c709606589660303cebfd9b5890448f6e845229ca2a3f287e3bda5

Observation b9f94c90-6f47-45bd-b2e8-8c0eff75460d · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:29.055193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:27.908244Z digest=sha256:53fda05d553f9b51008214ff979f7ee6d32735aacb6eaa355ab631458b2405cd

Observation 69a70b28-0a43-465b-8be5-d854c9216a05 · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:29.036249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:27.912834Z digest=sha256:0dcbe5c0e54f4ff32c891652e9b80b5a773e6076d542724c8b048a9574d70491

Observation 989ed10c-b088-4184-a628-ca12578897d5 · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-15T19:26:27.893424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:26:27.893424Z digest=sha256:077a70f36e4134ab32ca6e53c4cc0f4a413965d3a751ad8076564585228a19b6

Observation 1ca23831-7590-4648-ad75-345e68c61eb6 · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:29.005322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:27.922466Z digest=sha256:5bdf61079154275778f6cadf1fb3b24c06d03929dd24236616bc897ab428eb55

Observation 4599c6f2-b227-4ce1-83b0-54ac824ca1ad · outbound

This paper cites Min-K%++: Improved Baseline for Detecting Pre-Training Data from Large Language Models.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Min-K%++: Improved Baseline for Detecting Pre-Training Data from Large Language Models

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-15T19:26:27.927016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:26:27.927016Z digest=sha256:6ba2e5a0374cdc5cc1bf5cc3ec626b9411093081e861b9d56b65dc458bcd0370

Observation bcd49f0e-f5e1-4b7b-92f3-645ea11a1c11 · outbound

This paper cites A Closer Look at the Limitations of Instruction Tuning.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs A Closer Look at the Limitations of Instruction Tuning

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-15T19:26:27.931817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:26:27.931817Z digest=sha256:aa1aebc711dbce38bccd03086ee18834441f36795b99ca25e621b79f10136d9b

Observation e98e32b4-ce30-42c5-8c76-82cb8eba7ece · outbound

This paper cites When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-15T19:26:27.936976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:26:27.936976Z digest=sha256:7a2bc23485888bdbf90f8675fef54c3ac61555b6ac37897c31c4f80e4b88a692

Observation 1a4674fe-c1f7-40f3-889c-aa92a13bfa29 · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:29.020502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:27.917881Z digest=sha256:62989deea76f7590444d72d22ab7c2a3fd6f1099ddc9b6106c74c72feec198bb

Observation 1b5bd149-0299-419f-b2a8-c60efeefa510 · outbound

This paper cites TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-15T19:26:27.946824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:26:27.946824Z digest=sha256:11075c4d525f8c2aa91c1b0a6cdca5a04b2e904c4a78aac21c47bcca74b45c67

Observation c83d422c-0e78-43d2-bcc0-b6e2e43ce665 · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:28.988337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:27.951990Z digest=sha256:e3e3c6c0528241931d4e5090331deecb160bc0a08e9243bb5f79f89829ca63be

Observation de2857fc-e9a7-4f80-a087-5e4d608a8ee5 · outbound

This paper cites StarCoder: may the source be with you!.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs StarCoder: may the source be with you!

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-15T19:26:27.956981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:26:27.956981Z digest=sha256:95e50e90d51465544945aeb9c51ea26fda67be4d27759229642646ee086a3c10

Observation 5473bc70-5719-471f-b262-26fd3b890af6 · outbound

This paper cites WizardCoder: Empowering Code Large Language Models with Evol-Instruct.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs WizardCoder: Empowering Code Large Language Models with Evol-Instruct

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-15T19:26:27.962623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:26:27.962623Z digest=sha256:a5fd2fa854ca5ddea7b402dc4d0aa95893a3c1264967d61155f84dba87165770

Observation a633479e-2f25-46af-aad3-f4cb53d37ca4 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Measuring Massive Multitask Language Understanding

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-15T19:26:27.941894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:26:27.941894Z digest=sha256:f63aacc8181a8e71fb2decd298f0df9736546958494cbc84eb97143fb20ecd16

Observation 044cfe10-cdce-4126-b44f-23d9710e05ca · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 84

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:28.968066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:27.972634Z digest=sha256:db3f476ad447d9f672fee28ebae2d8bd774a17cc80290e7413b2bd07378670b7

Observation a4a9a094-e3ef-4024-b5bb-45ac8b4556ef · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:28.950555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:27.979238Z digest=sha256:a5b196f32ab88bc6dacfa346a86bb6463edd60a3c01c31be98d04000d963f157

Observation 12ca98e2-131c-49db-bcf8-68f24dbfb516 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 86

Resolution
unresolved
no resolver link, observed 2026-08-15T19:26:27.984002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:26:27.984002Z digest=sha256:7e2af57c8f5ac1df32420ca52bf2964fb469189c0c61f47a4ef1b8be894f4679

Observation d6978789-4bac-44c3-a0d3-6ca85af4dc8e · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 87

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:28.933684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:27.989990Z digest=sha256:392b673bae0f00acb6dddd9b204937d6163c2babb8409abdd313b571042564f6

Observation 39d94432-c511-4460-ae78-313c9a7f2980 · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 88

Resolution
unresolved
no resolver link, observed 2026-08-15T19:26:27.967578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:26:27.967578Z digest=sha256:30190e7c9a859657097a980ed2a43d585648ca172dbc99263afb6ef239782e8b

Observation 29e8b4e9-bf39-4f07-881d-eb4d123bf95c · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 89

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:28.902894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:28.000546Z digest=sha256:9ade01bbf25404b1f161f55e341edbf4ab9f7c22e2d5242e19651e39f384b562

Observation de8dbe68-6ae0-42bb-b678-b8d57ce7b120 · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 90

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:28.887635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:28.005902Z digest=sha256:da6389766956ef8625dd501b0f628934be2f553bff3daa7e26ac143073d102b5

Observation 753190fc-75f9-4d1c-bdc2-dceafc667c56 · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 91

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:28.870599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:28.011094Z digest=sha256:b9ed7d5488aca045ef03f0ec6763df545633879d1ab75ec6919ba3fa6bca0da5

Observation c327dc67-285f-4d20-b1ef-8a745b96564f · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 92

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:28.851295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:28.016387Z digest=sha256:3625e4bd8efa63e5204ea123f6d9292a6207e5e1bd9c70c92c18ed45d124d47a

Observation dc9d74cc-d58f-4906-ba19-cb555b7382ea · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 93

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:28.917626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:27.995786Z digest=sha256:fc6da7748807314cb981ab5ac953d753e039bac675d258007e4870aeaf2233e6

Observation 8e464dba-05da-45d3-84f1-6d80750197a0 · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 94

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:28.818046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:28.027165Z digest=sha256:16a0ef6987174c78f980513c6bfb4e5b5f639fa1921de082cbd75a296a8808d1

Observation a8141459-b02b-4e1b-b00a-63d6853749ea · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 95

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:28.802155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:28.032275Z digest=sha256:89a3f8bb7302894a89eb65e6da1201ebbd408d178c3d55630347bed352edcb32

Observation 5d23f33c-15fa-4b46-8f5a-f6dcf3bcee50 · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 96

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:28.783979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:28.038039Z digest=sha256:3d317ac950982ace74f9ba680779752b5d2a1b9a151c5cfbec5b4fbc5a928a20

Observation 909a474a-15f5-4156-a437-75565d955c44 · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 97

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:28.765065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:28.042866Z digest=sha256:bceeb889da7d5e64b0917464cb27721fc18a88703111f9691a0f59a24c570fb9

Observation 7297ac54-ed94-4d49-87e0-db114eb07479 · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 98

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:28.835097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:28.022718Z digest=sha256:de9f927ed9494dd77e2a8cbc1bed6feb78ce621529e1406884ed6bef99fab89e

Observation 6c612e77-e8f9-4a26-a87b-e9a564b6e627 · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 99

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:28.726779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:28.053831Z digest=sha256:be377a403510b3addbd5b5d87bddcadb519680186c3dbf715c7fa03a86fb7f65

Observation d20c9d74-229e-44a1-becd-22f01951d7f2 · outbound

This paper cites an unresolved cited work.

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work

Reference 100

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:26:28.710676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T19:26:28.059736Z digest=sha256:440dfbb290d63cf8070efe80ab1e5e8fb7346df3e34b746dda08b589db7a3c26

Pith citing papers

No inbound Pith citation observations are available.