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Paper Citation Record · LEDGER

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

As of 21 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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.233525Z digest=sha256:ec7d37a7a4bc01ed532bf1f5686dadc45e8dc37ae3f2ace37197692fe38e06f3

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.243909Z digest=sha256:3bc2a5ae64fa4a44cd93b8593e1f6b50b239cb4a63292f4cf85c5d295ac507ab

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.248545Z digest=sha256:5c9d9208427663e1850512daa947c8b2f77c64dfbd59788ab2467f66c6123f33

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=sha256:1d5bb8923d69808999909b8606abf0adb3b28569892d69f468194d38a726c973

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.257739Z digest=sha256:e39b91399fc798f47128709d31d71b0236aef5af54a40031944f22d03ccd069e

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=sha256:2250532009545c1cbcd666533763388c59f1278c9c4e080a63c34e42a9db9ef5

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:cb5119d902d5ddfc8d33dae410597ab49f44820cbe320e056847571faab3724a

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=sha256:6b86a3c52f7b814d254aab55fba2bf160b2bf5b009911d5ff5861fce941bfa66

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:a7009d9c3cb0661167b950c7b6aacc8b1d04808b9438e54096dae669343fb7d0

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.280764Z digest=sha256:04cc5c5dff1124c2ea818558f476b7df04137edbc3ced05861212132d5f21ab6

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.285589Z digest=sha256:770e7372b5c0aa8216480402b77e17b2ae98fc9fe587da43a902414750735516

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.290077Z digest=sha256:ee9aae2b3a3a353872216ec6f5cd1100f4171d2b6e5d53400a1f3f40c88c0d38

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=sha256:5215c4893dffbabbfc1141ff45a305e848b853521a918eda2cd5f202123c9f54

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=sha256:1f25bda6933479b5aa3ebe570bfbaf6bcb09503bd4324914e0d754cb76354bd2

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:fadfd1aa88d4095451f58180d819d3ac6823329c9b3a903bc03d58c5cbe4d559

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.309724Z digest=sha256:f13ffaa7e66ccdcf74f9d8e44b976769b12307885463919620dac8d41955c703

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:d1350e9ab42e0e74859ba07fec2d1c3b881a28d1f05eb0a0526c7d1c828bb2e3

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.314535Z digest=sha256:c23115226759b51caa1a7da78c3c987068e824b4959d064f2ba0311a6ca5d623

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.328421Z digest=sha256:f3bd9ede6d42f1cad4230db71483f7446f3fcd8ab983a735d4c40f01e0374c8d

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.323665Z digest=sha256:0812f8679d2d0a1327621521e304238f7cc097e7022cf01b0ff2af03183fbf04

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=sha256:661d29efca9562337aa105e13417d8bfe28ace7debd5881781b22b9c69cb1e5c

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.333063Z digest=sha256:92fe439446bd1fbff8429d8b5e164ab766ffb7cf1800631a3076ff7e0fbffeb0

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.346907Z digest=sha256:df6618a1e4da6d640c89426934246b4de5467ac11aa5ac0a7fc469aa801b05d9

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=sha256:2d0b4b219cde5b00669dd35eb471dd1d8c3d6c82d6731bcb8fc12bbdaf46fb37

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.355707Z digest=sha256:b35d321ac45f554765259f3b723fc7e90705f6c90c3b81258a90b19d2776c674

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.351325Z digest=sha256:fe926330dbef4cb9f085aa1e874a4b544a914371b2034900819a44e18063b1cb

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.365762Z digest=sha256:c3d18f849d2aa7c82ec38635993323496c51838268314f57664c08d23faa8852

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.360465Z digest=sha256:bd0675e45b2115bb06356b58128b222e194347551f37bad35ff54f2bbbc1637a

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.374939Z digest=sha256:51453a80b2ebfee32a5e5c429752de348e136e84f4d6c94b7078a26839fb42e8

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.370428Z digest=sha256:7d6da2226dc95203b3cce9b9ca02070b837dbe46a9fc48d8f99bbf232a888841

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.384024Z digest=sha256:008f9e618e34b378b35f14f8ba22a89693c3d96281adc6b50272883cc850ec46

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.379532Z digest=sha256:2966dfd73408432846bf667763e24285402a7423a294c33e68538b99f95659dd

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.393474Z digest=sha256:795443e5fd2a2f2548c1ffca48428a5602193d97d1d3abdaf43fa881f270e7b4

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.388444Z digest=sha256:ad0aceff3b74beed94b99760615e91123e05af913fcb47dbb7bc69a9cff53914

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:f0e09f0335e0d187d1a8096391f7fe615fa60580c593e5483ab845349ce4e043

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.398604Z digest=sha256:1239f83df60658722f5208212e05551c97214639b93a17c9664d5aacdf96e16b

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=sha256:3017bfab85ea220956b138d5aa2c7098e6a8fa76d1e97b2b7381a3be2b042183

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.407914Z digest=sha256:42e66b79bc61b89387a820ee8c2737da593aa442691b9379cca4ac75c868dcc6

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.425139Z digest=sha256:876ece0d01a0a0ab3483fb2de73a97cfb912175445d0bb8c2fc1f62f3090e9e6

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.429367Z digest=sha256:7ab4ae1de4a088fb05c5b0834831d8bc363c7fab49870bf7eb9f811517987669

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.420856Z digest=sha256:20660c9cf65db174a721e51f3a3d68e2870e75253a2c2dfa5d0defda2da24249

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.437869Z digest=sha256:1d969d660f87deb7a7c1ee7029836516335a79fe720d8e2b73589fd70ef050b5

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.442012Z digest=sha256:98257ca70ef027612a26a9896c094ab4700d019c58da77c143c5983be5497b62

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.433782Z digest=sha256:c2644fe7422338432e3dfdb89afef64aa3256328de79049120043cd50e8ebbb1

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.450628Z digest=sha256:3ee84155e9b28a6319362dfc94a3aa4430581c1dd3fb2c8b58bf93aff2e25970

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.455341Z digest=sha256:ff0e7716eedf1d4a12c4d9bfc973668b2d427aa8d1d5257cf4143a64447658e9

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.446039Z digest=sha256:df6f0b78678b4d2e340b5c578e01a40dd0f467d4e16dc2359dd63e625a5c257a

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.464762Z digest=sha256:09bcd4b92fc835cb8573db7a4cab6a4a6590f4ea9890883f763541e4ac961d39

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.469718Z digest=sha256:906b0d4483f6a0f15fd148de5175e9ca03256b3364f15f4483476d3e5846b0c2

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.459806Z digest=sha256:305dc0856ac2e06728080b37834caeb66806cc9694092972cd8225a3fe87092d

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.479081Z digest=sha256:1d91453c65c7eef5f15338f38a978568163d40a1fbfa3f4d35344e2f215c4560

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.483606Z digest=sha256:71e615daf58788cee080f1310ed33c23b5a49ead7932e079f02545c854cd905d

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:abf36efdb0013b4e22804b358ab300e527c9065c2b61bc4917c1764a4e850e83

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=sha256:458777ed366d8d00b98c72b9260ca08f609c29255ec1d0ef4e7bd83d496bec61

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.497648Z digest=sha256:ae52d811bb2533423cb21f41d24e2ec16b14722fc0c501de04be8e6667a5b325

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:ce5b66352bc998d1e08044d6168038f30de0713052d7ef58446ada5011cee69b

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=sha256:8e74471086017a6254ccf8d2e452358c8c228d2ed4e4ea072d92f44fcc7011d4

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.502384Z digest=sha256:038bfe767903528af75d9b57e387ac9181f0946d1e54788a92861f77c48f895f

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.416731Z digest=sha256:ce7c84295777f421f074bcc8d06e2d665c0bdf11613d9db8896b24ca1946d269

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-08T04:42:25.239401Z digest=sha256:39c0d54bb2456be18968d0bd387b6d467cdfef445be8e0c2915e0915ef85f39b

Pith citing papers

No inbound Pith citation observations are available.