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Paper Citation Record · LEDGER

Understanding and Improving Model Editing for Secure Code Generation

As of 13 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 0 inbound Pith citation observations for arXiv:2608.06848.

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

pith.paper-citation-record.v1
2608.06848 v1

Coverage vector

measured 70 of 70 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T19:46:10.182167Z

measured 70 of 70 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

70 of 70 outbound references displayed

  • verified exact1
  • verified fuzzy1
  • unresolved68
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1a01b63a-812b-40df-bb07-c278ef35b8e3 · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 1

Resolution
unresolved
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Unavailable: canonical work link unavailable.

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Observation 77aff88f-a3cc-4495-a494-29e127b006cf · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 2

Resolution
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 759ec75d-e8ab-4517-b130-2e560afa6ec1 · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 3

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:46:09.825960Z digest=sha256:f8dbd5db394388453d89bbb991ee51846d345601c8fb1eb76970a5f7320cd66e

Observation be8e9b5e-3ee4-4525-8731-0e1acf64616d · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 0b252a49-c66c-4216-af88-4e2467ba53d0 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Understanding and Improving Model Editing for Secure Code Generation Evaluating Large Language Models Trained on Code

Reference 5

Resolution
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no resolver link, observed 2026-08-10T19:46:09.836769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:46:09.836769Z digest=sha256:f51f996b35d4e056d93550018c7f83132ff8915343a0540f952fb1f19dcd16fd

Observation 2d58a939-3e66-4a30-87ec-8be6365549e1 · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:46:09.842490Z digest=sha256:dc03b9e5af463e8dbcd1e86945d1103b76341d5d70b4e4f8ba5e8d41ac63fdd9

Observation 9294fc80-abd4-4c10-8a26-ac519c2828be · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:46:11.455712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 4dbab1cf-8fc4-4cca-8a96-ad6129333fd6 · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 8

Resolution
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no resolver link, observed 2026-08-10T19:46:09.853566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:46:09.853566Z digest=sha256:b902c52b8b658a8bf6f89d7f1b7713211e33c0e64fb160e740c9f07f73c44e07

Observation 9fad031d-b3f3-450d-afc8-645cdeb78d55 · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:46:11.428919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 3e8ab03c-d09b-4670-be0f-750191dcffec · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 10

Resolution
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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:46:09.863686Z digest=sha256:0233f9781b45e752efdf27ef1a660df111500ee5fc2e684dde25310eabc20c36

Observation b64c1787-64aa-4744-8cc0-ea7d6185b1eb · outbound

This paper cites Constrained Decoding for Secure Code Generation.

Understanding and Improving Model Editing for Secure Code Generation Constrained Decoding for Secure Code Generation

Reference 11

Resolution
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no resolver link, observed 2026-08-10T19:46:09.868871Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T19:46:09.868871Z digest=sha256:8739cfc79a3b8fae6cf55b33ca4575ca6f705843765ec8634187bae275f0c137

Observation 5730251f-f7d6-4113-b605-9b4630a4a99b · outbound

This paper cites 2025.The world’s most widely adopted AI developer tool.

Understanding and Improving Model Editing for Secure Code Generation 2025.The world’s most widely adopted AI developer tool

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:46:11.390290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T19:46:09.874577Z digest=sha256:e3558254339b0cc480720d5058017308fc228c85585c511556571de3835a30ae

Observation 60843105-3046-41bc-b572-4bf2e31d6f32 · outbound

This paper cites The Llama 3 Herd of Models.

Understanding and Improving Model Editing for Secure Code Generation The Llama 3 Herd of Models

Reference 13

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:46:09.879324Z digest=sha256:486de1b6d0b861d9a8d45fd6bf921d0c9196571a0dbacb43db4df45fbcd2cd1a

Observation b3fb7718-40da-4728-a7fa-30a1baf23b8f · outbound

This paper cites Neuron Patching: Semantic-based Neuron-level Language Model Repair for Code Generation.

Understanding and Improving Model Editing for Secure Code Generation Neuron Patching: Semantic-based Neuron-level Language Model Repair for Code Generation

Reference 14

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unresolved
no resolver link, observed 2026-08-10T19:46:09.884534Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:46:09.884534Z digest=sha256:d7728d8c5585cee147a5394fc6da03d7721bcad48bf1c8d903936fddc68987c4

Observation 0db5f79e-83ab-4729-b3a7-eb6c16e004e8 · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 15

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:46:09.889989Z digest=sha256:ca5593baaaeeafca64a76aaf214eefcad76b0094889aa8795b1b7efeb7153489

Observation 84ec557f-f545-461b-97ef-90cb75b3dab9 · outbound

This paper cites DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence.

Understanding and Improving Model Editing for Secure Code Generation DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-10T19:46:09.894773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:46:09.894773Z digest=sha256:e8b893ce728d051312d71af64020b60d5763e6ed142e704ee266930a6ff90386

Observation 4f6367e9-82b4-4c90-ae56-481608732b84 · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:46:11.371230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T19:46:09.899755Z digest=sha256:889616138571258f514e3805626bac5f8d07c7dd4d611284582720726c8f9802

Observation fde1c542-5c88-46d3-984e-c050de0d49af · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:46:11.353212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T19:46:09.904632Z digest=sha256:10c5dadd8feffe0df1e1611436f889020a60a9e1889dad4da5b2cd63b165279a

Observation be346cdb-3dd6-4db5-afd9-4ee2691b967f · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 19

Resolution
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raw_fallback, observed 2026-08-10T19:46:11.332989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T19:46:09.909370Z digest=sha256:d61bb7e701242b83bc4e1b96c9328bd2e4ba0c100f05135e3e488c502055ccde

Observation 0c2cb82a-b4e0-4df3-9345-fac83dd81f67 · outbound

This paper cites Instruction Tuning for Secure Code Generation.

Understanding and Improving Model Editing for Secure Code Generation Instruction Tuning for Secure Code Generation

Reference 20

Resolution
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Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T19:46:09.914446Z digest=sha256:c22ca91ee4ad957b07217d5572a7d4b6bf1034e44e5e4f1cb79fb69d5847e712

Observation e927d52c-646e-4d52-b3b3-f057052664e4 · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 21

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source=pdf_text observed=2026-08-10T19:46:09.919557Z digest=sha256:ba982d8a0765cbb271173428f468521c1c55b8998368ce9f9f8de2fe9664786f

Observation 2d4f39e2-8b80-4db1-8eca-ca9112630245 · outbound

This paper cites Qwen2.5-Coder Technical Report.

Understanding and Improving Model Editing for Secure Code Generation Qwen2.5-Coder Technical Report

Reference 22

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Observation 6fa338fb-6104-4822-bd06-e454e081e5f2 · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 23

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 728a4c7f-b27e-413f-b4ed-42fd9ea50cd9 · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 24

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source=pdf_text observed=2026-08-10T19:46:09.934532Z digest=sha256:729dfbb3560c1f7d2c26f1f842793b61b0939d0e675572b4955b37595e5d7ae3

Observation 204adcc1-ebf5-4075-9c97-d47c0c53714c · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 25

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 563a9a3f-ecf8-4a39-9f69-725ba6630d70 · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 26

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Observation 9e4de6da-791f-4000-ac1d-e7d3fdbb7294 · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 27

Resolution
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 4c462100-ba2e-4502-885f-c83f8515b341 · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:46:11.215457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation c76afc24-771f-4158-a3c2-2896126bd79c · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 29

Resolution
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raw_fallback, observed 2026-08-10T19:46:11.197169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 504a5734-a5eb-448e-901d-a152afea134f · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:46:11.176359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 0293b56b-a7ae-4e58-a9c4-e1c2c7f76632 · outbound

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

Understanding and Improving Model Editing for Secure Code Generation StarCoder: may the source be with you!

Reference 31

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 48aa9d25-b0b5-4cfe-92b5-74d4ca61b446 · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 32

Resolution
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no resolver link, observed 2026-08-10T19:46:09.974030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:46:09.974030Z digest=sha256:b892ed6b4829c1c9bbe1061eadbb27cb1c887e5058146d0a2d24395e6b06c86a

Observation a99a0431-e901-4537-8706-44b667d955d7 · outbound

This paper cites Model Editing for LLMs4Code: How Far are We?.

Understanding and Improving Model Editing for Secure Code Generation Model Editing for LLMs4Code: How Far are We?

Reference 33

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no resolver link, observed 2026-08-10T19:46:09.978965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation dd20051d-7867-4457-9866-30afbc996c1d · outbound

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

Understanding and Improving Model Editing for Secure Code Generation WizardCoder: Empowering Code Large Language Models with Evol-Instruct

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-10T19:46:09.984139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:46:09.984139Z digest=sha256:42e62bf27f9872f3fe16f6475948813c73bfcb2f696f3484018b6607fe00e5ab

Observation 5e0492c0-6a27-4c0f-8b0b-a524579a9039 · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 35

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no resolver link, observed 2026-08-10T19:46:09.989605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:46:09.989605Z digest=sha256:c92984d9c846635d17cab2d40fc2a0dc7bb9bcec02b63506368961b9f7adafce

Observation 0eae6efb-1c0c-41e3-86e3-99fb6a7d062b · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:46:11.114139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 08ba8179-56b8-4f15-8d93-26b310f049af · outbound

This paper cites Mass-Editing Memory in a Transformer.

Understanding and Improving Model Editing for Secure Code Generation Mass-Editing Memory in a Transformer

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-10T19:46:10.006769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:46:10.006769Z digest=sha256:51b6f14640ec4e44a8ddad7dc42291ce504ce572ae21a940ca374749e182828a

Observation 99cbee8b-c1cf-462f-ae6e-9bdac2c88199 · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:46:11.094158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation c7fe3523-3b52-4c2f-b2b0-a34b6d0efde7 · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:46:11.074422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T19:46:10.018848Z digest=sha256:40fa8896e63d705b5e0d7208706416a9636b57a38967db7c6f30b0020b1ab27f

Observation 02abddbd-d2c7-4242-bd58-d4acdbb8731a · outbound

This paper cites CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis.

Understanding and Improving Model Editing for Secure Code Generation CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-10T19:46:10.025023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:46:10.025023Z digest=sha256:d6d157c1f58b6b858bd64b64a815256cfd5b2c524a22b5a072d7e864123a3b90

Observation 695526e8-1437-4007-937a-82281cb196c8 · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-10T19:46:10.031368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:46:10.031368Z digest=sha256:12730f285adff68e438c128d083a9ca8497fb6bbaab5c1f54454ca288afe7602

Observation dea13d79-33fd-4d02-99b4-01ae00a4778b · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-10T19:46:10.037195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:46:10.037195Z digest=sha256:1816e1f366d5027d193d14b144ec3409de947e1198efcb1c62d0753671a3055f

Observation af08237c-609a-4dd8-b23d-7860af6f25a7 · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:46:11.030795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T19:46:10.042596Z digest=sha256:765fbc10d2829d23a2ab83bafd8089064c9cfd01d367aff56ae4af679eb51279

Observation 3ff8cf8c-e3fc-4abc-96b7-36c5e6804f0e · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:46:11.013875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T19:46:10.048727Z digest=sha256:e1cea1bc118ca2ceb6154566efbeacef511ea08be672ef289d13b473dc7e48b3

Observation de88412a-86b5-4b40-9b87-2f2123c933b2 · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:46:10.995700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T19:46:10.054641Z digest=sha256:8f8117dfafd085bc5290b1cfe10a3e651e06253f3536539064d68836c59161d8

Observation aac9ee11-a5bc-4555-a1b4-090e05673c48 · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:46:10.977506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T19:46:10.060040Z digest=sha256:8029f8a1e0fcad6805f7f5b79f8e1f9ae6f85631852d2f741c490fca224f3cc8

Observation f5398ad4-3ea4-44ef-9df1-2b3177aaa3eb · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:46:10.960262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T19:46:10.065790Z digest=sha256:503621e2031535697139a241cd0bf2600744ce8d0ff151317ed208e5322a8a72

Observation 3e0e1443-67f4-4c4d-bbc1-988d2b4d3000 · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:46:10.943467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T19:46:10.071164Z digest=sha256:91caee876bca42b57135fc1ee88ed88ef1ee127a3c7d35a616cf351f5acabd49

Observation 435142d4-3530-4c7e-b66d-2474175b12f8 · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:46:10.926210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T19:46:10.076627Z digest=sha256:5fe0ae9a21fc9b4bb2f3e718c5d6a4fe8d14fb7fbc107d39dfdbc7e6c6a30027

Observation 19a34028-33bf-4844-80a9-5670306d82ac · outbound

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

Understanding and Improving Model Editing for Secure Code Generation Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-10T19:46:10.082276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:46:10.082276Z digest=sha256:fee3129cf7e7269284d516e6d48923d28cbd003061bebb13229a886a349c7364

Observation 7fa987a0-8f0a-40df-8f45-a131d4703007 · outbound

This paper cites Detoxifying Large Language Models via Knowledge Editing.

Understanding and Improving Model Editing for Secure Code Generation Detoxifying Large Language Models via Knowledge Editing

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-10T19:46:10.088091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:46:10.088091Z digest=sha256:d88b134bc12ccf3c90802d67538090a61e74e521f29e5199c4419d57e5784dda

Observation b1a89226-c4be-43a5-9717-4716f5b27c99 · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:46:10.909239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T19:46:10.093611Z digest=sha256:64e9bc38de94b16716f9b5c812cca665ecdc8c96d24c0e637a9cc150e9aa393d

Observation f99cf984-86b9-4c03-b2bb-0b602d0a9a6b · outbound

This paper cites RLCoder: Reinforcement Learning for Repository-Level Code Completion.

Understanding and Improving Model Editing for Secure Code Generation RLCoder: Reinforcement Learning for Repository-Level Code Completion

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-10T19:46:10.104676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:46:10.104676Z digest=sha256:dee32323fa5a4f8d61e73762c78dc11b903b4506e01b23754a81ab5e36eabffa

Observation 2bec3721-20b4-4dcc-9a00-029a3a6fa743 · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:46:10.893040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T19:46:10.099112Z digest=sha256:39f60557ea90e02b58af7c8bd380288243cc9ee6af04fb25e8ce62edfb7deef4

Observation f81d70ac-8bf6-429c-b647-191b1dbf7b4a · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:46:10.865687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T19:46:10.115226Z digest=sha256:aa39b7939bbeedd25749e823a2eb02039176c3d115e6c46226138957457d6322

Observation c26b0d18-5611-4bd5-af76-81bd3e44b40e · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-10T19:46:10.110209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:46:10.110209Z digest=sha256:18d70d1fb62c9dc9b900d81657aa7492352c9beef181684d165f6a97cd111621

Observation bacb0fcd-7864-4eef-9dbf-0bb16c007cc2 · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-10T19:46:10.130555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:46:10.130555Z digest=sha256:abcc1dfeff6c1c0d237c19dfde5b4b104dd2e390f0b40c851e41e262dbdcdfb9

Observation 9eae7aac-133f-45c7-92c7-d4108be32ea2 · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-10T19:46:10.119978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:46:10.119978Z digest=sha256:8fd8717df381d74a328dfe2250df0c322f43dac004ec393d04c36155f3f2d759

Observation 47c86a42-59da-44ea-9496-edac401c0918 · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-10T19:46:10.125054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:46:10.125054Z digest=sha256:d1c0b794cf3b3236d866c217f6c33175952baf78d214daf7cebfd7dcdc709dcf

Observation 784acf4b-35f1-434b-b2b5-0d192911a346 · outbound

This paper cites A Comprehensive Study of Knowledge Editing for Large Language Models.

Understanding and Improving Model Editing for Secure Code Generation A Comprehensive Study of Knowledge Editing for Large Language Models

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-10T19:46:10.150866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:46:10.150866Z digest=sha256:5de7b59b120920b83505765108299adfafcb4396595a944a76214c62caebc0d5

Observation 0cc05949-5259-4ba4-9dca-71f30380c8a0 · outbound

This paper cites Large Language Models for Unit Testing: A Systematic Literature Review.

Understanding and Improving Model Editing for Secure Code Generation Large Language Models for Unit Testing: A Systematic Literature Review

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-10T19:46:10.155788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:46:10.155788Z digest=sha256:35ad554330e16597552775a2deae00edba31bc8431f01e34f70b08d2c2b21b77

Observation a1f20607-4897-4ae5-bdfd-1318cdb84fb3 · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:46:10.817364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T19:46:10.140631Z digest=sha256:fd3668da967c54030ea8f03e3cbab8b72c1b01a372a91884aaec10948aef3c81

Observation 20a2eff2-b5a8-43b9-aa6c-495d173550f8 · outbound

This paper cites Unveiling the Lexical Sensitivity of LLMs: Combinatorial Optimization for Prompt Enhancement.

Understanding and Improving Model Editing for Secure Code Generation Unveiling the Lexical Sensitivity of LLMs: Combinatorial Optimization for Prompt Enhancement

Reference 63

Resolution
verified exact
local_arxiv, observed 2026-08-10T19:46:10.292552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T19:46:10.145741Z digest=sha256:a9e96d15777a01729fb88969fb0e83b5d145622b079dd5317b4856cdf6721334

Observation 80efe4dc-f497-448c-b7ab-04711c17f524 · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:46:10.773329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T19:46:10.177014Z digest=sha256:9929daaf95947602170e6d24c0b70ea888521e9528f0ca78981b0b2225dc7525

Observation 287a31e9-b78d-4c43-b7dd-eb5404b9b8e3 · outbound

This paper cites Modifying Memories in Transformer Models.

Understanding and Improving Model Editing for Secure Code Generation Modifying Memories in Transformer Models

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-10T19:46:10.182167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:46:10.182167Z digest=sha256:9df3450104c55e41ad288691a5fd0140ead2dc9126b5f38c97471a680bd36c6b

Observation ef6b27c5-dcc9-4183-8d7e-a5b13c955646 · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-10T19:46:10.160850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:46:10.160850Z digest=sha256:c93c9ae520895f6ce9ea63b198c6db09444b4b3b28b7133a8171bc6b936d0f14

Observation 7fd7a94d-c668-4256-92a7-b0032b22ddf2 · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-10T19:46:10.166126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:46:10.166126Z digest=sha256:f82eab8efc7290fa2707b6561c4fa8b97a16a5fd6ce2c2ad34f2efb5a80d34a2

Observation fb1599e3-7c46-4e78-a6fd-255c73c31d85 · outbound

This paper cites Editing Large Language Models: Problems, Methods, and Opportunities.

Understanding and Improving Model Editing for Secure Code Generation Editing Large Language Models: Problems, Methods, and Opportunities

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-10T19:46:10.135438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:46:10.135438Z digest=sha256:8aedf8d98151297833ec335dd0d664ff3d934eb11e520a2d84a7410a69e4799e

Observation c96d8364-22a6-4dbb-bb03-1a6a067732c1 · outbound

This paper cites In2024 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER).

Understanding and Improving Model Editing for Secure Code Generation In2024 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER)

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-10T19:46:09.995338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:46:09.995338Z digest=sha256:90e6f33f922ffe2d2784b4c6a96449a5cb734541f9f81171cd21e2d2a54dee0c

Observation bca65ec7-a32b-4f2e-b00e-355eae8ad45e · outbound

This paper cites an unresolved cited work.

Understanding and Improving Model Editing for Secure Code Generation Unresolved cited work

Reference 2026

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:46:10.790370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T19:46:10.171856Z digest=sha256:41fd9573222462246d666e170ddc4a14aa1513e2e9409b8d793e59674cd22406

Pith citing papers

No inbound Pith citation observations are available.