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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:cd1d4b55147dc30ca1a4434a1ee86efd4f25c6c7403aa042bfd2877f5738ce27

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=sha256:0ad887ce9307fa423f192d18fb712adc69c58173815b41d3f47d3d298f56b576

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:f39ce2d26111fd9ec86c6080819e11bb226fca91ba2a3afc89df0bc0dc48fc18

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:f78d60d36c2f7c887d6bb3afd9d5383f1d806fd3f96d8f9e8fe8fc841c521307

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=sha256:9d6321a482ce0d78d4c1f4c567fe821643704c1cfd1525bf6540038620543088

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:dd387a92c20a1421f43086cc9d4e7326793b605bab95ce784120503c38cfe5b2

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=sha256:47147dbde33734b6c1ab1aad184e0258fd913262017cc1d89fde5efed5568c95

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=sha256:5715dce53a826e116ef38ee0c6d9b93c23b4e6699db22e0971f9db8a09b49f64

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=sha256:7add1b9e006b332bccb4c1bc4d438f5230cf2f8f8ec33315838c096bced18d20

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=sha256:0eb4f0377a42b77dc3f8a51e1379d63c9caa96a6208df0a468aa44780d21f3b4

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=sha256:59f2124b521483db3274b18375221a150b6ee24eef352e8daf42f79340fc5f7b

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:f7660d02282bc6d4085d9f61cd8a45c19b37b709ca0be59bad03b570bfa552e1

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=sha256:98d81f006e4bccc55d086ed72ddf8fa520588356150568a7d8c39aa42e31ea57

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=sha256:191b8d533a746c4028a2f764d05502c2035f5a8a258eaffe901e54ea7f5d2f01

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=sha256:2cd58b9db8577f9971aae9a931822ff4066a32e910fa62485cdca76695d968e2

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=sha256:87f135df84a5d4d3a1dbd24bd9d1087cb42ad41b492ee616b5e588a7c524d0a2

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:c88a575bd2c79763c2b0088ff60fd02b861afbd353d6c07ee7761aac1ff62adf

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:aaccb4ca27b6cbfe54ccf6b87860b2c9b6295afd6fa14d24e64ac8ea8e8d73b9

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=sha256:5dae6dc0921b4937764042ff956a6d81c3072dbe6b816d5364f4d5a1107dfc65

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=sha256:2b34a80f95a38d0aae5ce1ce07ef96d9c5a609aa14212c63b1d2042e8849c95a

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=sha256:86a450fa969a46f8cc67b87b1fa84aae0bc40f0974d320943b5e0b3f6bf0909c

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=sha256:8c346e4acdbb630f8e2335f1347a3391b639c9f10b9e9f11a5a299cd4295698e

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:bc4c6acbeca165fd0fe95e6c16c0bc68c2145745e1a12bd3079fa2532a244645

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:ab24c0e82fd64c89c165df069034336dc34ad045c24bb1f29c951dd9f44a3108

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=sha256:7ba9af114abdb19d197f55546f117a227643fa783417be52e23a0a86a161c176

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=sha256:72804f2c0c54c0776e3dd8d60209ac97f9f8d9abd70d22fa49d3ecf862ce9180

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:fa3b43c04e31059f0f91fcb639e4f5c6a9a29877ceea529bce3667048262b0dc

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=sha256:239609dd407649d63290c4294b238e4b53abe089ee2ff8369143835789642888

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:d9fc0633ef669ee0688e688d5693f298a352bd2b189f10a7003251e12b665c37

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=sha256:6d2da807ff76f7f9a1c1c0abf1799720fe28c9488779dc41a9f14919a9e28c4f

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:f09b400b55bc1b8ca052c3754f5ee1f374ce0cae16bd99c3a24d5608489c5b39

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=sha256:9d3b40dfe980102594d11daa63c3db54d64cfae5813c0555adfbab24e07e600b

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=sha256:24baf883994b29ad6e67804bb00f8a98be7edaef2fd810a7ea3502d4b07bb849

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=sha256:2635e745297927f7f0d989d3eef52bdf97e774116a2ffa51ed3cd494ab9327b7

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:a2d71b198eba04c015211e017e2218e2c9e942ca7fabb15e2c01798487fdcf59

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=sha256:90dc71ee312fcf05a1447561d8cf850fb1daff42de08981442d27e85aa43320a

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=sha256:8e990fbccc20f7e70f00d73b8dbc34f66cfcc020b1891efe4a9093624079c58c

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=sha256:1fba73a414a5bb36dd72c822198fd0be3c13e0c5bcfbb9dbb3f74a1d55902184

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:a338326fdf7461c9c64df39159332eeefcc7d9ffa5826d07922c59687a51dcf7

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=sha256:5c96915c8b88192e8d5962ab7a3b688ebd22eaf45625f1f0263c14e468b8ed00

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=sha256:90f56b8dd1d7cc7824c51a8e9dac50d0d2a48ecf92cb9bd85fc90b20637da9cb

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=sha256:8fb7d32d26e71e12e6df8ff65811e5f012f17bdb02ae6f8830d3e8566452a5bf

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=sha256:50f301284148d9a9e9ee7c433cbe8a8453783f07d384ce6d3e9b7b6bafcaf2be

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=sha256:9ed957df72a1055db6039e9eb414ec2e0a222e6a98f59a215fde438017b7c7a0

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=sha256:1df56073a64edcdf25026a53ff3850461378b6852fea142dfe639ec7f7cc60ab

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:ffb63f89b5e1af9f756f55379281eff93e4395c4e21b0633f69fcd7409650c3c

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:b158583feff1798273d33470e57dfb5c0f65a91d7b7903e65f2bfc7a965e3be2

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=sha256:2536915b9a023554adbd425baf574ea521f90fedadb0c2b1f3abe036f5161b6f

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:d1ead93c7b741106508f18840296217da732e5d2e66a18a906904d23fa16445d

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=sha256:901414f830d36016c947c6ec9fa98585362f1604c5a47394f43ed1aa54933f41

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=sha256:802738259491a5203f379be9a1fb2e30c10e54c176d3703fd36f6637c9dcffb4

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=sha256:0fa91946d8549affabcab69aa226c93e386ddfab41c567dcd626023c850b394b

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=sha256:57d9fba38e7e16cbecb71f10e199192ef34acc727bc735162333ddd2fb5a6345

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=sha256:0f8f7874ecbaf9ebc49ba8a686a485cf090a0cc36a77c731bdf82a29d03fb7ab

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:ac61caac46f326ce6afee0b39b6cd3c87220e02cb8748b1a67b68a1a6fe88e65

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=sha256:86a03df7d19687b2957c83a7ffedca4dab6d27ab95b5a067dff778be2677954d

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=sha256:061c585f53c1c4e813b3fd849219df9df0da5336c63fbeaa388973e89aee55d9

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=sha256:4b20badb8e6ddaf6eb6d410d881c28b662a9a607b8a8757162cc3481b425f995

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=sha256:847350b98bc36a039ffce952a3d17ad2f51c6dcae1417cf73ee76d08e3a570da

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=sha256:84934c4672f8c60abaef54ee11e658a23ee001818f17bbd8624e8f4901ffae73

Pith citing papers

No inbound Pith citation observations are available.