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Paper Citation Record · LEDGER

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks

As of 9 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 0 inbound Pith citation observations for arXiv:2608.05659.

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

pith.paper-citation-record.v1
2608.05659 v1

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T04:42:25.507160Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

60 of 60 outbound references displayed

  • verified exact0
  • verified fuzzy7
  • unresolved51
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8c33303f-a676-412e-9be3-8f2e477a0833 · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.903713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.233525Z digest=sha256:2fcae910531dd71b0e66d5e5d4f21419dd5c59a164ac07d7255f1f6bfb7559b8

Observation eda613f0-2ca9-4aa7-9816-b0d040d45bfd · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.871986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.243909Z digest=sha256:1e4b7e30c4016c77b31706de1330b9067ce73d9607500763dc93ef7544e3026f

Observation 11d9290a-68a5-4cb8-97b0-5ccf33b55560 · outbound

This paper cites Pappas, and Eric Wong.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Pappas, and Eric Wong

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:42:26.855463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.248545Z digest=sha256:dcfde42d1c538a40d6353098a11694525d507ebc6b72c432974dc6548a2c7966

Observation 68b422d6-a03f-4972-99f8-fa59d5f1f179 · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-08T04:42:25.253100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:42:25.253100Z digest=sha256:a0d13f1e2c89d1896948114e8d8597a369029b21053843b37d2d0cf1a6d0b1c9

Observation 472aa43b-a379-4ecb-92cf-36d25a38bfa2 · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 5

Resolution
malformed identifier
raw_fallback, observed 2026-08-08T04:42:26.839287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.257739Z digest=sha256:3e96a0388fb5c008dfcb6673272971a639b3bd6455ad121e3d407f4d171c56f0

Observation 6ca85f33-887a-4ff8-b5ae-ddce395817f2 · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-08T04:42:25.262334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:42:25.262334Z digest=sha256:5b7a58de4d8e6a5e930189a23477283d4e53449d1a61588c5e2e5f0803fb9eb2

Observation 83aa1a22-035d-4e44-9ad7-f9113c6abd41 · outbound

This paper cites A Survey on Code Generation with LLM-based Agents.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks A Survey on Code Generation with LLM-based Agents

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-08T04:42:25.266669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:42:25.266669Z digest=sha256:e93da8d3223321fbe51acb93215e96873105f92f4a5228240ffeaef1acdd099a

Observation dc8c2c35-9fe5-46cc-87a5-3cb236a65b5a · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-08T04:42:25.271751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:42:25.271751Z digest=sha256:8534c716563f3f1c07a2de3cbadee21b7d14659a41cb4de349afc38e90a47448

Observation 16f4d143-16ab-4fb1-b715-385faf3add18 · outbound

This paper cites Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-08T04:42:25.275694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:42:25.275694Z digest=sha256:7e2c8dd0804e18f4851192ce3eedeb6a0c3ae7c7b29bb310e50e92c45d08d610

Observation fb2946c1-31f9-4324-8338-661bf1555a51 · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.823365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.280764Z digest=sha256:80a7c5f34878139ff9e565199a0f690159546252a2798a140d05442c8d9b6a09

Observation 03c028fe-03fc-4e16-9bc2-0e5b736991cb · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.807831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.285589Z digest=sha256:3bf45d8d684f0f04445c47f4059e98eb1f71a458ee344bae70c9cdf4e0910836

Observation 7cc5624b-d108-40ff-b790-ed431988eb68 · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.792076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.290077Z digest=sha256:559f146502dcfe61112e1c6e972dabe5f465ce173133134746053a8a5837f105

Observation c4e6fcaa-bff7-4d75-98e4-0491f733728a · outbound

This paper cites BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-08T04:42:25.294821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:42:25.294821Z digest=sha256:962f8f74610da60ca23c0b05ce244c512521cf2b33825209579ac09ffb2c09e0

Observation caa79a8a-b4ee-4cc7-baca-ef16b3a1946f · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-08T04:42:25.299808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:42:25.299808Z digest=sha256:7d826e271fc92a036390562abb840cfd2d53991a1fb222ecd8ac9d9227f1ea53

Observation 24801a28-ad6d-4708-9295-d3d4bfb1758f · outbound

This paper cites A Survey on Large Language Models for Code Generation.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks A Survey on Large Language Models for Code Generation

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-08T04:42:25.304358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:42:25.304358Z digest=sha256:f4ef674c21c80878db196872c2f9ad46ef7d720c3ea1a755e38caec50475e39a

Observation 017ea4b8-8561-423e-a705-5d93f4b17a70 · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.776270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.309724Z digest=sha256:15c6b8d73e644ec231f6723c07d97b3e243f0de58662b3e114605fbfba21ee21

Observation 33e6cba6-3b64-4236-adf5-d37437da1b69 · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-08T04:42:25.319157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:42:25.319157Z digest=sha256:3345b9fe2e68c609dd5d78cbe6e60a54f3115879bcbefbb2725dfe96940cd2c1

Observation 96bef54c-5191-4ba3-83f9-2a5717d98000 · outbound

This paper cites Software Eng.50, 12 (2024), 3454–3471.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Software Eng.50, 12 (2024), 3454–3471

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:42:26.759902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.314535Z digest=sha256:4b9986c14e1a132282e9fc1230d9a6771bfce603b6bb3ec5f917e0e4ffc535a4

Observation 44723805-f06e-4a9b-ab2c-120ca3ba811a · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.728654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.328421Z digest=sha256:3315cfa320b75ebec7ec9a0f909e3ca648302f22a628c520061acad013ff671a

Observation c58dea5f-f604-4dfe-8668-f71c7bd5479a · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.743822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.323665Z digest=sha256:e9e0cce0b1ced4211ef3bc8434e2baaea6acd6085fcf486f0da5c1d55aa3c4b0

Observation 900b9a4c-7675-49ee-a8d2-7769ec776c13 · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-08T04:42:25.337772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:42:25.337772Z digest=sha256:eac02410496ba57b5f7b0c9ae961aa2fb6b19b14943cb419516d6dfc4a220c8c

Observation c84f21c3-ed07-40b7-b4c2-b22a98f481e9 · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.713821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.333063Z digest=sha256:da444ea8fdbdd9fd386bc5fe71e22ca6aac7b8e60b73b47b2d91ab049649117a

Observation 5c9872ac-46bd-4d75-8c7d-50742e52a7f9 · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.698698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.346907Z digest=sha256:5e1185a81cd12011e844854dc12ea7982fc5de1e8a669d26aa9c1b408b9b90f5

Observation 8c509883-083f-4f50-a7d1-7252fa105612 · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-08T04:42:25.342503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:42:25.342503Z digest=sha256:1264fcda966ca1dbe38148fe6202429c3a925f3444d2d2dbcc1b9f899c16b7d3

Observation f90a4067-b851-4a79-9ff0-014958209958 · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.669534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.355707Z digest=sha256:e5dbd3027f2c6bd53712eaa3de80b15b034d902dff5ec92f2f128d8f213e5004

Observation 1de69a11-710b-4e92-bf76-b9a145b864e4 · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.684062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.351325Z digest=sha256:ccc47658fb60a80173f89e8c56f097ffb8bb2b5d0e1038ae850f1b8251bb37bd

Observation efc27764-09f5-4bc4-b922-5ea34fde2de4 · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.634970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.365762Z digest=sha256:ed81376fcec9d5f2aaf4c85ab6ff91a56b8605e99be311671d2b1483ac87fbfe

Observation 581d9357-ca9b-4d60-b8d9-f4f42808948c · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.651473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.360465Z digest=sha256:2b91afab7c3048d6e1265263be0db8b34f7989df39ac0b03f7dfa866ad4dad6d

Observation 4d4818b6-a20e-455e-93fb-4d4091dd6871 · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.604253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.374939Z digest=sha256:bf3bcec9e91a694980aa28ea9500ea0d58c4bbadd69608ff76074d7014f2e582

Observation fc0a05ec-9f7a-4e01-90a5-4e5227538fe8 · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.619327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.370428Z digest=sha256:e9b04930683ec440bad22414b496c751a176e453c12572bbef668e0712a55e31

Observation ad0710b5-14b8-44dd-ad7b-23ae640d484c · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.571157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.384024Z digest=sha256:796b2f0674122625abfa2e667cd4de42ab99cfc846e2adb8bf99e6268e53c0e9

Observation 62b67e9d-9edb-45f2-9727-a4e309e8119c · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.588687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.379532Z digest=sha256:63a4e466d1d35564edc292e223012e5b88785c248b6eccc220953eaf05a6d38d

Observation 19a3e438-bd11-409a-b447-c98176970da0 · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.539786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.393474Z digest=sha256:87b27d56e6ead60f79b8aa2d1e486a6f999f4daf81e214d2fffe174e11941fef

Observation 6f5c1e5b-b78e-4ae6-88da-668d52fe5f41 · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.555923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.388444Z digest=sha256:926bd2d519dc20103d1c682b09f848d781b8b336d5d9efed6033db8b3b08d519

Observation a5ec62c1-1bc4-4329-a458-a70c103254ca · outbound

This paper cites CWEval: Outcome-driven Evaluation on Functionality and Security of LLM Code Generation.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks CWEval: Outcome-driven Evaluation on Functionality and Security of LLM Code Generation

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-08T04:42:25.403302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:42:25.403302Z digest=sha256:803f39393c1ba529482581bc28e425bc37a00c84a3088485f972f29447c05b82

Observation f511a09d-369e-45e2-8cb1-f8ed10adbc0d · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.523987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.398604Z digest=sha256:87e57e231809ecbf92d9932d76e4b103322233fb4dc620b88165fa0880bd26a7

Observation 99e75801-d818-4911-9a83-14dd2630c716 · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-08T04:42:25.412308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:42:25.412308Z digest=sha256:3fcc28af9556c8ba1b53d2478552938038a5c67c43e9d3ffe41ab98b4f1cc90a

Observation 0b3f7368-eee8-4fa1-b4d6-a742faba08b3 · outbound

This paper cites Francis Song, Trevor Cai, Roman Ring, John Aslanides, Amelia Glaese, Nat McAleese, and Geoffrey Irving.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Francis Song, Trevor Cai, Roman Ring, John Aslanides, Amelia Glaese, Nat McAleese, and Geoffrey Irving

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:42:26.508818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.407914Z digest=sha256:e4df1c1b09e54e0b9ff17864d21805c78ee08be3558c625801c361a3316b2840

Observation 26b9c1a8-2eea-4ae7-866d-2eed4247b234 · outbound

This paper cites Markosyan, Manish Bhatt, Yuning Mao, Minqi Jiang, Jack Parker-Holder, Jakob N.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Markosyan, Manish Bhatt, Yuning Mao, Minqi Jiang, Jack Parker-Holder, Jakob N

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:42:26.453584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.425139Z digest=sha256:3c5c9a5181fbab66c2c691187f2f050d91a5cc9a9e4efd4cc7608cff893426a5

Observation 878d69a3-92f8-4581-84da-e062a2e2a513 · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.438979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.429367Z digest=sha256:a621d70868fd68d19e03e72c25a298f23f6e77f71a2af8c1ae3f36eca23e11bd

Observation 3ed8b2f6-78a0-4647-9284-42b958527f9a · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.468053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.420856Z digest=sha256:623037ff25c1a1bfc33fbb204150134c5c7cb8bce5b56de57abea8de3f832ef5

Observation 2fb74953-88b3-4f45-b67d-d33ef0a04a05 · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.409364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.437869Z digest=sha256:9170fe14a8b832d6b81a0afc2b6e9be053bd8fb245e59a18887d76876d053134

Observation 558d851a-4926-4121-af52-96e2ab432793 · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.394317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.442012Z digest=sha256:cd6a249cf79effe743249c151e86a41bc163679c5589ffb9688d6dec8020f0b2

Observation 2f9bacc7-f0ad-44f9-a9ea-6af481288f15 · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.424473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.433782Z digest=sha256:4db15d5cb5623b1c2951b13d90ee80ef85101b198c018aecd6637d41de9c5169

Observation 6729b6ab-3109-4841-a640-a17f0c8db10b · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.364096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.450628Z digest=sha256:7676e92ae878713c6624d82adb118dcb733ce6c1bf1996acb0a588e1ebd1d0b9

Observation bf935f0b-aa9e-4287-9eb9-0836a3d79468 · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.348889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.455341Z digest=sha256:3c2689973982fbb82acbc5e1efa436f874eed038c4c78879eb33832f227b5830

Observation 773ffb62-19f2-4f8e-91cd-290658b6f4b8 · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.378873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.446039Z digest=sha256:652a082bc7cd9fb873480636445810617451824dfe94093abe3b51d3e4c0730b

Observation cb8530e2-f483-42a3-a69f-ff1c997b72c7 · outbound

This paper cites Zhao, Kelvin Guu, Adams Wei Yu, Brian Lester, Nan Du, Andrew M.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Zhao, Kelvin Guu, Adams Wei Yu, Brian Lester, Nan Du, Andrew M

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:42:26.316728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.464762Z digest=sha256:4d79a94cb951e17b08280492cc462999ba72fddd6558c02a5b493c5e6005dc07

Observation 0b3fa54a-260a-4238-845c-ac97f78139c9 · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.300558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.469718Z digest=sha256:71c0fc565ec7b54e6fc73e28e293efc161065a38e7da3658ada7dcd8b3f5a4b8

Observation 76d62cf1-18cc-4a6b-a318-0733714a7879 · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.332078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.459806Z digest=sha256:e7d6b51b5f08c19fd32a5c4ad029ae8f12a9665dd89bc30d27fe2303365a0fa6

Observation 35b9f8ec-d36f-4ec5-a901-112cde578e0d · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.285159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.479081Z digest=sha256:19fa89360f8574a4857aa129f750f06e368636a7928b21c7fba0647c0d6e3639

Observation 24645499-99eb-432f-855b-44210c4c6912 · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.269184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.483606Z digest=sha256:b99120b8536d438bc578e1f3c0a8954dd58acd990588cb54710585ee31068aaa

Observation 1d22b320-164c-4ac4-9ff1-dfa68d8776a3 · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-08T04:42:25.474502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:42:25.474502Z digest=sha256:1b6cbf11e6a8c813f3967001246e535b8e57ee960a34d9de1b428f2fbc6ee55d

Observation 2bf93d99-07cd-4cd9-8886-4feb204f7318 · outbound

This paper cites GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-08T04:42:25.492821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:42:25.492821Z digest=sha256:9ff820ceb4810c8cfea1acf95e1443955c0d1e8138f5d0420d8054195bd94645

Observation d459e4f1-1586-48a3-9165-46204f4c6b85 · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 55

Resolution
malformed identifier
raw_fallback, observed 2026-08-08T04:42:26.243494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.497648Z digest=sha256:ac46ec30a694e4e1b37f07c6c327e6e8ab07e510dda83d4bbd40021ed34d1d30

Observation 6e2cc564-6cae-4b36-b6be-2aff86ec85b2 · outbound

This paper cites Zhang, Hong Jin Kang, Jieke Shi, Junda He, and David Lo.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Zhang, Hong Jin Kang, Jieke Shi, Junda He, and David Lo

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-08T04:42:25.488162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:42:25.488162Z digest=sha256:a307439fb1a1430b9eb3ff226c6b72fce10df43d7cd63b8aa164813deb461eea

Observation 664d397e-7857-446f-b6bd-d7639e6f8a63 · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-08T04:42:25.507160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:42:25.507160Z digest=sha256:760520873efd5436d34449aa92450f5014abe8efc1b33b0e09d191844220847b

Observation d065cbd1-eb67-4caf-aa42-468c8a8a46a7 · outbound

This paper cites an unresolved cited work.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:42:26.226892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.502384Z digest=sha256:3e6307bc2f4daff3a5c720e4db177e286e8ff4cb2a77cf4f1851ffd683812c6b

Observation cbd97ce1-6909-4016-9d23-9d63aae31347 · outbound

This paper cites InProceedings of the 2021 Conference on Empirical Methods in Natural Language Processing.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks InProceedings of the 2021 Conference on Empirical Methods in Natural Language Processing

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:42:26.483613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.416731Z digest=sha256:36df568bb4df6bdeaf331e5ddb0c8452c39d791e80e57252cabb6f52ce9781ce

Observation 57ec568e-4ff1-4d61-806b-5467b7b1f29c · outbound

This paper cites InIEEE Sym- posium on Security and Privacy.

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks InIEEE Sym- posium on Security and Privacy

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:42:26.887915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T04:42:25.239401Z digest=sha256:3d3860bcd6c4b29003a6b37a83ad8515ab0a2af5b806b573f55b67d21610eb9d

Pith citing papers

No inbound Pith citation observations are available.