Pith. sign in

Paper Citation Record · LEDGER

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage

As of 8 August 2026, this Paper Citation Record lists 74 of 74 outbound references and 0 inbound Pith citation observations for arXiv:2508.17767.

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

pith.paper-citation-record.v1
2508.17767 v2

Coverage vector

measured 74 of 74 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T16:50:29.277953Z

measured 74 of 74 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 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

74 of 74 outbound references displayed

  • verified exact9
  • verified fuzzy4
  • unresolved61
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 40fe3541-cd98-479c-97d5-cd2763332f0a · outbound

This paper cites The Internal State of an LLM Knows When It's Lying.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage The Internal State of an LLM Knows When It's Lying

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:19.160528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:19.160528Z digest=sha256:864e51ee57eb4d9cf51dbe8dd5ec68365318063bcf6e6fd6e5ded320ed870a0b

Observation d8a11cdf-930f-4287-8549-8cc433cae9e2 · outbound

This paper cites an unresolved cited work.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:19.221086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:19.221086Z digest=sha256:f276f1a07228884e5bfe08f4eeab19f7b5c63e111e6d0dd17ac9bde4a66cf193

Observation 8f6c69ba-8869-4c93-946c-e02b1c5c6228 · outbound

This paper cites What can we learn from Data Leakage and Unlearning for Law?.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage What can we learn from Data Leakage and Unlearning for Law?

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-08-05T16:50:35.962898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:50:19.291125Z digest=sha256:287da7e9b4155b4d22e9a0b29b7c71155a9df2444ecf5009360bc305f8974a35

Observation 199e4368-6add-43cc-a231-cec51578c793 · outbound

This paper cites Burke, Tristan Hume, Shan Carter, Tom Henighan, and Christopher Olah.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Burke, Tristan Hume, Shan Carter, Tom Henighan, and Christopher Olah

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:50:38.715904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:50:19.503025Z digest=sha256:521671e1bddc2c315a051a4284a434dcb76dfa0bde632d69afbc8129601307c0

Observation cd504875-9749-41af-a9f8-8cfebb784e8d · outbound

This paper cites Extracting Training Data from Large Language Models.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Extracting Training Data from Large Language Models

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:19.605008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:19.605008Z digest=sha256:7b4e5082fa6bfda668d5cfb1d480c7ef82acdd6653791b6b001db6b7808d4774

Observation f74943a6-8c8a-448b-8343-c213979462e9 · outbound

This paper cites an unresolved cited work.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:19.714750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:19.714750Z digest=sha256:932d5241151cd66e48bd42bd260f76ae43da31b8eee6ae324de6c3aaee6ef512

Observation 4ec0f1d2-2af3-4d52-afbe-95e6eebfe4af · outbound

This paper cites INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:19.974031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:19.974031Z digest=sha256:c0b2afc38626263205588ec36fab16e8e6b06b253dd9c16744a58c69049d8de3

Observation 65e6fb02-6e31-416e-8bb9-4f33ebd990af · outbound

This paper cites CopyBench: Measuring Literal and Non-Literal Reproduction of Copyright-Protected Text in Language Model Generation.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage CopyBench: Measuring Literal and Non-Literal Reproduction of Copyright-Protected Text in Language Model Generation

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:20.674120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:20.674120Z digest=sha256:a856e9850493e0c3e97d817c67f6f41dc0ebbcad926750dbac499d3c3bbe9bc4

Observation f3668ca1-54ce-44d2-976e-e18d6f8f5e43 · outbound

This paper cites an unresolved cited work.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:20.902374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:20.902374Z digest=sha256:68695ea5d20b5f2399b1149e8fcd90aab2e149a1e3293de31e7f54ac798d0d23

Observation a8b6bbd4-3e60-4007-94cc-fa7a1b9f5fb0 · outbound

This paper cites an unresolved cited work.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:38.549915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:50:21.014857Z digest=sha256:ef0f47b693ca931ad70a8ec9d9df6bc2d18c22aa839f6adc12b7a23b6538830e

Observation 0d728563-d82a-4be2-8f85-1ec4d636010b · outbound

This paper cites an unresolved cited work.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:21.125619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:21.125619Z digest=sha256:da7ae95561045f77716383e7f93ea7a30f7540603331877c6646d604a89dee97

Observation 4191ca7d-9923-4efe-90af-ae70c1dfeb7d · outbound

This paper cites The Faiss library.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage The Faiss library

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:21.299877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:21.299877Z digest=sha256:440a0347e271afdef4f56760ab34c645e3f5e55a1c86afee8606f3751d3d99f7

Observation c2613ef7-c2dd-495b-8662-b112737528a5 · outbound

This paper cites DP-FP: Differentially Private Forward Propagation for Large Models.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage DP-FP: Differentially Private Forward Propagation for Large Models

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-08-05T16:50:35.309342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:50:21.405979Z digest=sha256:359aef8d8fd13d61ee50219b78c1511ac1e560d5edf0d2ed127f4b4d1567bd49

Observation 4527d654-4b5f-41cb-92c0-dfb38cd412f1 · outbound

This paper cites an unresolved cited work.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:21.502034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:21.502034Z digest=sha256:3163cac95231f373ac418d4830faec7da8704437cad60be3777175af415b6d1e

Observation f69b60ae-9319-45e0-bcd1-ec138d112ecb · outbound

This paper cites Exposing Privacy Gaps: Membership Inference Attack on Preference Data for LLM Alignment.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Exposing Privacy Gaps: Membership Inference Attack on Preference Data for LLM Alignment

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:21.623882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:21.623882Z digest=sha256:7a139faa9304cb4b97bdeb4d7323493de7db6efcd87a7638e0213aa7904b53a6

Observation b6b00dcd-41c2-40a9-a2f2-2e37a22a62d7 · outbound

This paper cites Noisy Neighbors: Efficient membership inference attacks against LLMs.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Noisy Neighbors: Efficient membership inference attacks against LLMs

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:21.744752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:21.744752Z digest=sha256:8cb24c2fd86fd1a304e6f9df56044e997d93613f04b86ed356d4b17792528a5b

Observation 5fcac5a0-3fa0-46aa-a3c6-b35b0298ebdb · outbound

This paper cites The Pile: An 800GB Dataset of Diverse Text for Language Modeling.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage The Pile: An 800GB Dataset of Diverse Text for Language Modeling

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:21.904759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:21.904759Z digest=sha256:3013feb1598e88cbc629323a7084eea54bbc2015453a191f27729c7ca4e8d8e3

Observation 1b241b17-0d8a-4558-acad-3de0b04b1723 · outbound

This paper cites Language Models Represent Space and Time.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Language Models Represent Space and Time

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:22.034755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:22.034755Z digest=sha256:66645733c4f0a781f8f946ba75b83826b69be0570e0e28db5c4b912a2e7ace86

Observation 1384ec29-b1fc-4198-89d0-6e1c7f7edfc1 · outbound

This paper cites an unresolved cited work.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:22.200211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:22.200211Z digest=sha256:d021d06a4eb86cb63977d0cbd1223330df5f3b4dfd0a5caac61a4e886c27d748

Observation 93c3b3bb-3207-4108-9252-5fa990720727 · outbound

This paper cites an unresolved cited work.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:38.431234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:50:22.324928Z digest=sha256:8a555e2a1253704679a220f59b5f5e4bce38c1424e90d825e15fa6759d0cb48e

Observation ce0bb118-70cb-493a-b3c0-4b5cd6efbe5c · outbound

This paper cites an unresolved cited work.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Unresolved cited work

Reference 21

Resolution
verified exact
doi, observed 2026-08-05T16:50:30.152233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:50:22.494008Z digest=sha256:790de7d80107addcb470777bd272a137d402f8c153c60b225f485ccaa900304d

Observation 6bbcca2a-dbda-424a-bf10-7059c7902de3 · outbound

This paper cites "I Always Felt that SomethingWasWrong.": Understanding Compliance Risks and Mitigation Strategies when Highly-Skilled Compliance Knowledge Workers Use Large Language Models.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage "I Always Felt that SomethingWasWrong.": Understanding Compliance Risks and Mitigation Strategies when Highly-Skilled Compliance Knowledge Workers Use Large Language Models

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:22.624836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:22.624836Z digest=sha256:90f4c0fba7fa229e500a522f4218eba5d87599f2e79d073c42d4d38e78cefc39

Observation a4de2635-1cff-4767-9ab1-dc80291382c5 · outbound

This paper cites Are Large Pre-Trained Language Models Leaking Your Personal Information?.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Are Large Pre-Trained Language Models Leaking Your Personal Information?

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:22.744839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:22.744839Z digest=sha256:3520af3d31edc6b514448dae9b6bf930f7a436c3aa84d54932c05f8296ebfdda

Observation a926e6f6-41e5-4df9-9218-421027eb42e0 · outbound

This paper cites LLM Internal States Reveal Hallucination Risk Faced With a Query.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage LLM Internal States Reveal Hallucination Risk Faced With a Query

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:22.924672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:22.924672Z digest=sha256:9a4dba757ea1de746b279004002c9f1e756cd78c5b8a42aec4f7f3d997cb5197

Observation 6ff07427-4bff-407d-af06-13564ccb5e05 · outbound

This paper cites Mistral 7B.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Mistral 7B

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:23.022679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:23.022679Z digest=sha256:332c24af31566859999034c5cf8385b885f5f2a2593b33ac40529d3643fb947f

Observation b0038940-5572-4ac9-aba6-e28299f4b0c1 · outbound

This paper cites Automatic Jailbreaking of the Text-to-Image Generative AI Systems.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Automatic Jailbreaking of the Text-to-Image Generative AI Systems

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:23.145132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:23.145132Z digest=sha256:b5068a0b1f243c688174dae425a42e1eac8551561c968c1c2ce59b30ffd69f65

Observation 6f607ea9-9fa9-402f-bd6c-c4ae18a4a6dc · outbound

This paper cites ProPILE: Probing Privacy Leakage in Large Language Models.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage ProPILE: Probing Privacy Leakage in Large Language Models

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:23.259110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:23.259110Z digest=sha256:48b0afb52d2f0b7bf3b5bd8891817eb7b9ed1ec5acf6a1ad85457c1ddd0582d3

Observation 1a1bfeeb-ea8b-4967-ac09-14c3504d7a09 · outbound

This paper cites Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:23.444754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:23.444754Z digest=sha256:a5c09b37576cefa3eb139de958fac19691c1943e91c5ef051869f271e2353209

Observation 7ea6140b-d221-4508-b131-98811d97c0fa · outbound

This paper cites Pretrained Language Models for Text Generation: A Survey.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Pretrained Language Models for Text Generation: A Survey

Reference 29

Resolution
verified exact
local_arxiv, observed 2026-08-05T16:50:33.973492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:50:23.884836Z digest=sha256:15c331713c77e7c737413e1c7b03b685abcdbf0a05314bf5d5b5419b17bdaab3

Observation 41271539-5b8b-4b94-a4cb-0c6e3febb9f0 · outbound

This paper cites Large Language Models Can Be Strong Differentially Private Learners.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Large Language Models Can Be Strong Differentially Private Learners

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:23.964756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:23.964756Z digest=sha256:a7c40dfcd1229fead156983c586acca1a2ecd6b0ca53810420e47a578c71d5c7

Observation 892ee514-84e2-4603-a575-48bf0327fde3 · outbound

This paper cites an unresolved cited work.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:24.058865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:24.058865Z digest=sha256:8273bad672095f4545d0898518ae921d9d77969029016cb4edf53bf36131aab5

Observation 143cade6-1915-4c3c-aab0-d354869eec56 · outbound

This paper cites Cognitive Dissonance: Why Do Language Model Outputs Disagree with Internal Representations of Truthfulness?.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Cognitive Dissonance: Why Do Language Model Outputs Disagree with Internal Representations of Truthfulness?

Reference 32

Resolution
verified exact
local_arxiv, observed 2026-08-05T16:50:33.492460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:50:24.127119Z digest=sha256:da7e4d8187a206d37edc7204c4eeb1ef1632e19cfc8809bcab6192705a36a37e

Observation 5985e182-f44a-4028-950e-9de8eb57d9b5 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:24.258003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:24.258003Z digest=sha256:3f06100d06d9ffc1704921525045021a961baafdae2a6beeb74517acfe1af390

Observation 075c9983-ea83-4b5b-b2aa-8fc94b338ae9 · outbound

This paper cites an unresolved cited work.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:38.323628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:50:24.332472Z digest=sha256:e4c43159fb07da21d5b1cd59205ba6c6cf7d99a724c695cbad2ae052f725c21c

Observation c016694b-a8b8-40bd-ba71-c03f7660caf1 · outbound

This paper cites Analyzing Leakage of Personally Identifiable Information in Language Models.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Analyzing Leakage of Personally Identifiable Information in Language Models

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:24.442058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:24.442058Z digest=sha256:f95c90034b93eda65078e5ee3b3039ddcde8a6d52778ecd792d744cce8e323ff

Observation dd731f90-01e0-4d2d-9208-b1d6231b5b22 · outbound

This paper cites Context-aware LLM-based Safe Control Against Latent Risks.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Context-aware LLM-based Safe Control Against Latent Risks

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:24.518317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:24.518317Z digest=sha256:0c717b5fd5684ef1840fbf2c3e29b1b358c0129f6f66c6f7dcd5fb5606cffb22

Observation 9258edc9-78d4-45ef-937a-484410f7e0ef · outbound

This paper cites Split-and-Denoise: Protect large language model inference with local differential privacy.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Split-and-Denoise: Protect large language model inference with local differential privacy

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:24.622227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:24.622227Z digest=sha256:b5a1a7d0e8474cfee722cfc903315cd96810cbfa40aa1cdc41834a9284af9fef

Observation 71fb697e-52b2-446d-915d-6fcf813d88ee · outbound

This paper cites LLM Dataset Inference: Did you train on my dataset?.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage LLM Dataset Inference: Did you train on my dataset?

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:24.774838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:24.774838Z digest=sha256:50253ad5487fb36dc273c7a3474fc13e3e1829051f82e731cab719770ff88b07

Observation 408a3b81-802f-4991-ac16-43318edd5745 · outbound

This paper cites Differentially Private Decoding in Large Language Models.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Differentially Private Decoding in Large Language Models

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:24.924223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:24.924223Z digest=sha256:cd5af9fe31d9fa712af735cd4b7230fc1830ab0b164cf2c72427b1a3a37388b7

Observation 1bdf5619-ef1c-4339-9955-a971a760e27c · outbound

This paper cites Copyright Traps for Large Language Models.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Copyright Traps for Large Language Models

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:25.081384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:25.081384Z digest=sha256:baadb339802b830889c0ddaf15aee63da2ac6f95d8c5815100e4c4a1dcc5d961

Observation 8fd26590-e8c3-408d-b4ab-4e00ee62c4e4 · outbound

This paper cites an unresolved cited work.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:25.217423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:25.217423Z digest=sha256:56807b4fb3f75944193ec98f35fb9125455a17eac5f01d1cd7ab88a4e93828dc

Observation fdd80bf2-924a-4ffb-a935-5907bc74c487 · outbound

This paper cites Rethinking Artistic Copyright Infringements in the Era of Text-to-Image Generative Models.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Rethinking Artistic Copyright Infringements in the Era of Text-to-Image Generative Models

Reference 42

Resolution
verified exact
local_arxiv, observed 2026-08-05T16:50:32.282690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:50:25.334754Z digest=sha256:d82276edd9c62be87500331e06dbb91cac3f4bbe8c428cce7ab3ff3272bf9880

Observation 7228dd48-639a-4945-80f9-284a311a92f5 · outbound

This paper cites Towards Fully Exploiting LLM Internal States to Enhance Knowledge Boundary Perception.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Towards Fully Exploiting LLM Internal States to Enhance Knowledge Boundary Perception

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:25.480809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:25.480809Z digest=sha256:e83302bbf40b631414c6f8f68180c28a24b547f85edfb4063f83c65e560d62a4

Observation 5e12f61a-178e-46b7-8ba6-8325a880843d · outbound

This paper cites Position: Iterative online-offline joint optimization is needed to manage complex llm copyright risks.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Position: Iterative online-offline joint optimization is needed to manage complex llm copyright risks

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:50:38.187732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:50:25.631828Z digest=sha256:53db97b6ed0a27c92c14a29c9ddc93891c0d08edd6cae9cb48120c5bc0dd1702

Observation 80b755be-644f-485b-af01-2a2be4c3dd21 · outbound

This paper cites PyTorch: An Imperative Style, High-Performance Deep Learning Library.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage PyTorch: An Imperative Style, High-Performance Deep Learning Library

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:25.778676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:25.778676Z digest=sha256:72c0d25c307ab73a0d2d5a917610875e5ab4a3b94dd27a0dde9704ace8961fd7

Observation b8ae9b12-d04d-49bd-9b65-15cbcdcf5b7a · outbound

This paper cites Are You Copying My Model? Protecting the Copyright of Large Language Models for EaaS via Backdoor Watermark.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Are You Copying My Model? Protecting the Copyright of Large Language Models for EaaS via Backdoor Watermark

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:25.910467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:25.910467Z digest=sha256:1bef66df1d2b984ee7dbe962100ab0e39cfdc0717096cb0ecd1758562b4c1132

Observation 9b5764ff-2d1a-4b85-a35d-a1b74c168b47 · outbound

This paper cites an unresolved cited work.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:38.059127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:50:26.010836Z digest=sha256:b48eca683cbd0444fc5e2c975a96382eae80304dd3d82a1da916db6ba3dee47a

Observation 645bdf1e-aa69-4d1a-ab38-0ba78de9ab43 · outbound

This paper cites an unresolved cited work.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:37.971855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:50:26.094752Z digest=sha256:b6d8ddd0a6c938030117d2c130bd8098c6a165a2089823dcfe3a792529312eb8

Observation 2b607470-3721-492f-ae4f-4ceda9e0aed9 · outbound

This paper cites Detecting Pretraining Data from Large Language Models.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Detecting Pretraining Data from Large Language Models

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:26.200885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:26.200885Z digest=sha256:3ac38eb873b2299114aeaf1b3682e5bbe96686a5d20dbe29026c62dd86f3503e

Observation eaf26911-66f0-464f-a5ef-643363851181 · outbound

This paper cites an unresolved cited work.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Unresolved cited work

Reference 50

Resolution
verified exact
doi, observed 2026-08-05T16:50:29.864617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:50:26.288016Z digest=sha256:0af3a56414fc27acd675809f4e9be1230e4ef9fc6dab8f6cd4177257098bad49

Observation 5b7ae75d-fce7-466e-894d-06e102f35929 · outbound

This paper cites Audit-LLM: Multi-Agent Collaboration for Log-based Insider Threat Detection.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Audit-LLM: Multi-Agent Collaboration for Log-based Insider Threat Detection

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:26.401305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:26.401305Z digest=sha256:bc3a80cb38522aadb392d25096dd48fb0e7ea54a8caa0143d509fe11c823bb41

Observation 2813c9c7-c500-4a2f-893f-6b14236389b6 · outbound

This paper cites Turner, Callum McDougall, Monte MacDiarmid, C.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Turner, Callum McDougall, Monte MacDiarmid, C

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:50:37.736284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:50:26.557936Z digest=sha256:543f5c56c21a199061da9050630ed7701401e5f8a3406ca4fa321a703a028dd6

Observation d458ccbd-58bc-4e60-a984-4303a10941b2 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage LLaMA: Open and Efficient Foundation Language Models

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:26.702259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:26.702259Z digest=sha256:10335e158a27509e8de43c467ce3d33092fc0d45035bfb3ec7cf1a357b9ddbfa

Observation 8bed5cde-d522-482e-9196-82b5a7da5940 · outbound

This paper cites Copyright Office.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Copyright Office

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:50:37.573637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:50:26.904751Z digest=sha256:d948a399414fa209b62c8e4fff5ebb94c942203a5a6313b8776b8a850163c4a8

Observation 119b6f25-d6f7-4a84-9acb-86376f5de1d7 · outbound

This paper cites Pandora's White-Box: Precise Training Data Detection and Extraction in Large Language Models.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Pandora's White-Box: Precise Training Data Detection and Extraction in Large Language Models

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:27.012646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:27.012646Z digest=sha256:bd62dff5a10f3a55f7624b2800d182e2123e64492880e50f11bf039ce1da652b

Observation c2e6cc9c-209b-4ba9-8c46-f5b2429f9496 · outbound

This paper cites Automating Financial Statement Audits with Large Language Models.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Automating Financial Statement Audits with Large Language Models

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:27.114757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:27.114757Z digest=sha256:ca4b18865f087ced908c255f7536bb0240f1b50f222691eee374be21ad799dcc

Observation 509a119b-33e3-434f-94b2-cc9d3813de8f · outbound

This paper cites HuggingFace's Transformers: State-of-the-art Natural Language Processing.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage HuggingFace's Transformers: State-of-the-art Natural Language Processing

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:27.270855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:27.270855Z digest=sha256:a823cc6e4b0adedeaa84eb6b9a2a7b4addf3f07f8f6a1cfc7d8e5cbd75a90fc7

Observation 50894bf5-329d-44fb-8f7e-fdc54e77c32a · outbound

This paper cites an unresolved cited work.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Unresolved cited work

Reference 58

Resolution
verified exact
doi, observed 2026-08-05T16:50:29.624058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:50:27.404533Z digest=sha256:22e444fa130e4c459668eaf0c92ea0ac7389bf964f3a7c86ad7a26f8f99e06c1

Observation 2dee7ccf-7f06-4855-88fc-314c27679a15 · outbound

This paper cites Offsite-Tuning: Transfer Learning without Full Model.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Offsite-Tuning: Transfer Learning without Full Model

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:27.555174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:27.555174Z digest=sha256:febdf7955d660ada7431ea840ba0a34f3d9570c2510d5da2f30bf790fe451252

Observation 160d8c5d-1234-4dcb-92db-1078c963410e · outbound

This paper cites Do LLMs Know to Respect Copyright Notice?.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Do LLMs Know to Respect Copyright Notice?

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:27.682841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:27.682841Z digest=sha256:e8de69d418223ff6ad9c7697efd458ae3cdd3603d5305bb1b8c4eac501d1c551

Observation 9016d911-efe2-4b8f-83b0-be1f699626a4 · outbound

This paper cites an unresolved cited work.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:37.391918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:50:27.800549Z digest=sha256:970bc9c49f2c4e5af6e21c32c105319b2c0de9a7eeea96ce3cfd472846135019

Observation 10213a8b-5ff8-4674-aeef-7cdec6ae4841 · outbound

This paper cites an unresolved cited work.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:37.194913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:50:27.958279Z digest=sha256:0d312f33d9559be53904b1e12e242b81b9fcad1f95f121c20991deae4c753e63

Observation 87937498-7ba5-467b-9114-d556b04c2f87 · outbound

This paper cites an unresolved cited work.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:36.873432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:50:28.073088Z digest=sha256:535885f0848ba8ace3bcb5add410fcfa3b8df62fd7a1412740ecb0f893c7c582

Observation 9299d3d2-637e-4868-8f27-bf2be85dc9e8 · outbound

This paper cites an unresolved cited work.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:36.617649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:50:28.186138Z digest=sha256:945108a7a37653b5cbc08f00d9d3374a25a0512441471a09ac1e7f82042d8d75

Observation c9573cde-528c-424d-96de-ba79c9f2c269 · outbound

This paper cites Defending Against Neural Fake News.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Defending Against Neural Fake News

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:28.281644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:28.281644Z digest=sha256:01eb2301b153c9366355de26fa20d7720eb70485541183b11616a2c0a7b7d401

Observation 6443baa0-bdb1-4508-8cf9-8da34ba13223 · outbound

This paper cites an unresolved cited work.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:36.447623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:50:28.490654Z digest=sha256:6a59b8a990525e578c44188a2583ad651c1dcbd10ba73d1dd1fb5b01268162d2

Observation 63e19c91-d83c-4e42-98f9-c140a206b864 · outbound

This paper cites A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:28.629799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:28.629799Z digest=sha256:d36abdc3c014e396eea766a7069dc8c04d7b5d6a1ccad415ece8b90d9d0131e2

Observation 3531d4bd-85dd-4ab3-8a82-d8f3927c4ecb · outbound

This paper cites an unresolved cited work.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Unresolved cited work

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:28.693791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:28.693791Z digest=sha256:87bdb5281834f354ac965252358b95651dde7838641f8e0f4a8986b78088df90

Observation 3f5f28a0-628f-41e0-8c21-6cb60b864e85 · outbound

This paper cites it’s a fair game.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage it’s a fair game

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:28.825150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:28.825150Z digest=sha256:c86004b0f86cc333489e8b24cf3559d771efd3ec6a681e52662090b06f1a61eb

Observation bf2ebc0e-696e-4272-9fbc-82b0d5cd15ec · outbound

This paper cites Measuring Copyright Risks of Large Language Model via Partial Information Probing.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Measuring Copyright Risks of Large Language Model via Partial Information Probing

Reference 70

Resolution
verified exact
local_arxiv, observed 2026-08-05T16:50:30.644925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:50:28.896348Z digest=sha256:63bd5bc4eaf9bdd5280daa7faee0134963ba8bff9cc7f7a4a7a9b69cbf6b4f92

Observation 97aa3bc0-878f-47d6-8b62-1e86e5b135dd · outbound

This paper cites Don't Make Your LLM an Evaluation Benchmark Cheater.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Don't Make Your LLM an Evaluation Benchmark Cheater

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:28.964070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:28.964070Z digest=sha256:6421ffe8344a0d28ae0e9ca460b86d71d577ed9c61308470e07b113e43d42ca5

Observation 133bbf53-fd37-4dd3-bf8c-4e3a7de2aa3d · outbound

This paper cites LessLeak-Bench: A First Investigation of Data Leakage in LLMs Across 83 Software Engineering Benchmarks.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage LessLeak-Bench: A First Investigation of Data Leakage in LLMs Across 83 Software Engineering Benchmarks

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:29.062351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:29.062351Z digest=sha256:672362c70291f456a000accbd2e174cfeb022d6d330067537b1b795e02fe6f92

Observation d4a9107f-2007-4233-9032-64b0cba75467 · outbound

This paper cites online" 'onlinestring :=.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage online" 'onlinestring :=

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:29.135725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:29.135725Z digest=sha256:4607a186dbfeea449bfd98ad7edb9f1874e7488973374e5a159d8ebb3f8bfdca

Observation 0ce85334-a3f6-461a-adf4-ef97785285b5 · outbound

This paper cites write newline.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage write newline

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:29.277953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:50:29.277953Z digest=sha256:86f0da73a39930b2c92187d710cf44f8c067b7d8842c5f26dd0b73241a3c2fca

Pith citing papers

No inbound Pith citation observations are available.