Paper Citation Record · LEDGER

How Quantization Impacts Privacy Risk on LLMs for Code?

As of 8 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 2 inbound Pith citation observations for arXiv:2508.00128.

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

pith.paper-citation-record.v1
2508.00128 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T10:26:17.997220Z

measured 47 of 47 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T02:28:36.747000Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-13T23:28:26.190680Z

Reference resolution

45 of 45 outbound references displayed

verified exact1
verified fuzzy4
unresolved38
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 46b855a7-7b90-4c17-9a4e-913b304a7891 · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:26:18.898568Z

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.

Observation a715b807-1e1f-43c0-9a8a-9d34298a42fc · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T10:26:17.857160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a43926e-a476-4278-81bd-6ce874bb9213 · outbound

This paper cites Datasheet for the Pile.

How Quantization Impacts Privacy Risk on LLMs for Code? Datasheet for the Pile

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T10:26:17.860591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b4afb9b-09c5-4743-a51a-6f6f0ee79846 · outbound

This paper cites Mahoney, and Kurt Keutzer.

How Quantization Impacts Privacy Risk on LLMs for Code? Mahoney, and Kurt Keutzer

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:26:18.887883Z

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.

Observation be52eca9-2b82-4281-a78e-8d86316a0ef2 · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:26:18.877660Z

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.

Observation 5950a4e8-1c1d-497b-bba4-b29f2119c4a5 · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:26:18.866789Z

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.

Observation d33f1864-f262-4012-b02e-cb430e41a2c1 · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:26:18.856492Z

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.

Observation b922ec70-97f9-4957-b32b-84a39f5e095d · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:26:18.846803Z

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.

Observation c16429ba-b907-44e5-be99-99394087a95a · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:26:18.837645Z

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.

Observation c548448d-ed5c-4122-b85d-5963ed547dcb · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T10:26:17.885262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1d484ca-8be7-4193-929d-df2e378d60c1 · outbound

This paper cites Do Membership Inference Attacks Work on Large Language Models?.

How Quantization Impacts Privacy Risk on LLMs for Code? Do Membership Inference Attacks Work on Large Language Models?

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T10:26:17.888318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b81dcc14-b7bb-494d-b0c3-57f357d272af · outbound

This paper cites Esser, Jeffrey L.

How Quantization Impacts Privacy Risk on LLMs for Code? Esser, Jeffrey L

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:26:18.822421Z

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.

Observation a8674c82-2058-460e-b8ac-b771db2c8ce9 · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T10:26:17.894930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9413db3-eb87-4b3f-897a-a9181ca59078 · outbound

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

How Quantization Impacts Privacy Risk on LLMs for Code? The Pile: An 800GB Dataset of Diverse Text for Language Modeling

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T10:26:17.901241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2149606b-78f4-498e-93e3-05a9117d6b93 · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T10:26:17.904544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 104ed13c-c314-4984-a40b-65f991a51e2d · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:26:18.797184Z

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.

Observation ddbf5f40-4d54-449f-b119-aa1068c4e2f7 · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:26:18.786981Z

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.

Observation ecc77543-8677-4d90-af83-ac550d187308 · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T10:26:17.917875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ce397ed-3948-4a62-beb0-506452dbb77d · outbound

This paper cites Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression.

How Quantization Impacts Privacy Risk on LLMs for Code? Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T10:26:17.914249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d541bd6-cc73-4591-8c30-77b66ea8d2b7 · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:26:18.760629Z

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.

Observation 85ead51b-6644-4015-870d-2356b70229fe · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:26:18.770624Z

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.

Observation 72e0a9a0-f8dd-44e5-8ccf-1c6a8fc88fba · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:26:18.751052Z

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.

Observation 9a20110b-ec7e-47e6-8196-5418bc134652 · outbound

This paper cites CodeSearchNet Challenge: Evaluating the State of Semantic Code Search.

How Quantization Impacts Privacy Risk on LLMs for Code? CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T10:26:17.926757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9874d3ca-08bb-4f2d-949d-7065c263f0b6 · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:26:18.731379Z

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.

Observation 9855aace-6dbc-4c15-b7fa-5dfd3cff0154 · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:26:18.721499Z

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.

Observation c4e1b479-f981-42d6-afbb-30520181d5dc · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T10:26:17.936182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35088ef2-80e0-46aa-94e0-c1ab91b46bdc · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:26:18.705649Z

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.

Observation 7629388c-576a-46de-87d9-5f8500fdc66c · outbound

This paper cites CodeBLEU: a Method for Automatic Evaluation of Code Synthesis.

How Quantization Impacts Privacy Risk on LLMs for Code? CodeBLEU: a Method for Automatic Evaluation of Code Synthesis

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T10:26:17.951268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03599b7c-e06e-4f65-8f3c-81ee302e445d · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T10:26:17.945288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dc46ed6-e661-4e25-91d3-375b4bbcbd43 · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:26:18.684021Z

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.

Observation 0b10060b-595a-4a32-969f-a307f353c35a · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T10:26:17.960970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32ff652b-e168-44b5-9c8e-8be381c773bd · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:26:18.694861Z

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.

Observation 33169241-875a-483b-91e0-63a20df4a515 · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T10:26:17.967185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c475d4f5-f4d9-4a6c-adeb-0f33e662053e · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:26:18.674409Z

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.

Observation d24f5e22-68a4-4a83-a9c6-aa7105ea4ff6 · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 35

Resolution: malformed identifier; no resolver link, observed 2026-08-06T10:26:17.964042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9f83e98-6da1-4e23-b106-91b32701906a · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T10:26:17.977935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5165d000-20b7-4548-b896-128f5098dc86 · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:26:18.664933Z

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.

Observation c0d42944-e952-4033-a903-fd4529d97e11 · outbound

This paper cites Does Your Neural Code Completion Model Use My Code? A Membership Inference Approach.

How Quantization Impacts Privacy Risk on LLMs for Code? Does Your Neural Code Completion Model Use My Code? A Membership Inference Approach

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T10:26:17.973833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ef07050-4c03-4ec6-9bf4-e8a91d23baf4 · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T10:26:17.987808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5827216c-7154-4b81-b172-c56843b46a43 · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T10:26:17.990878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 478db0ff-0821-4549-84c8-0f5c7c5f0166 · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:26:18.655411Z

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.

Observation bb4d7809-701c-438a-840f-9caee26ba6a9 · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 42

Resolution: verified exact; doi, observed 2026-08-06T10:26:18.025638Z

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.

Observation 8683958c-d82d-4780-9df4-55f6c800ef9c · outbound

This paper cites an unresolved cited work.

How Quantization Impacts Privacy Risk on LLMs for Code? Unresolved cited work

Reference 44

Resolution: malformed identifier; no resolver link, observed 2026-08-06T10:26:17.994174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80ad22aa-d123-4459-a156-92f6cf808332 · outbound

This paper cites https://openreview.net/forum?id=KoFOg41haE Reproducibility Certification.

How Quantization Impacts Privacy Risk on LLMs for Code? https://openreview.net/forum?id=KoFOg41haE Reproducibility Certification

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:26:18.741643Z

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.

Observation d1e4b34b-819d-46e5-ad63-f0712fadcbc5 · outbound

This paper cites In The Thirty-eighth Annual Conference on Neural Information Processing Systems.

How Quantization Impacts Privacy Risk on LLMs for Code? In The Thirty-eighth Annual Conference on Neural Information Processing Systems

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:26:18.807552Z

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.

Pith citing papers

Observation 39088ddb-ed63-40d6-8b02-2081aad72f10 · inbound

Compiling Code LLMs into Lightweight Executables cites this paper.

Compiling Code LLMs into Lightweight Executables How Quantization Impacts Privacy Risk on LLMs for Code?

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-13T23:28:26.193424Z

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.

Observation 19fdb6d2-73f5-4fee-bf57-d9ae4e481d44 · inbound

Bits and Memories: Measuring Verbatim Extraction Across LLM Quantization cites this paper.

Bits and Memories: Measuring Verbatim Extraction Across LLM Quantization How Quantization Impacts Privacy Risk on LLMs for Code?

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T02:28:36.747000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.