Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T04:42:25.507160Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T04:42:25.507160Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
60 of 60 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 8c33303f-a676-412e-9be3-8f2e477a0833 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 1
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.
Observation eda613f0-2ca9-4aa7-9816-b0d040d45bfd · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 2
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.
Observation 11d9290a-68a5-4cb8-97b0-5ccf33b55560 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Pappas, and Eric Wong
Reference 3
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.
Observation 68b422d6-a03f-4972-99f8-fa59d5f1f179 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 472aa43b-a379-4ecb-92cf-36d25a38bfa2 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 5
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.
Observation 6ca85f33-887a-4ff8-b5ae-ddce395817f2 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83aa1a22-035d-4e44-9ad7-f9113c6abd41 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks A Survey on Code Generation with LLM-based Agents
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc8c2c35-9fe5-46cc-87a5-3cb236a65b5a · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16f4d143-16ab-4fb1-b715-385faf3add18 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb2946c1-31f9-4324-8338-661bf1555a51 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 10
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.
Observation 03c028fe-03fc-4e16-9bc2-0e5b736991cb · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 11
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.
Observation 7cc5624b-d108-40ff-b790-ed431988eb68 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 12
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.
Observation c4e6fcaa-bff7-4d75-98e4-0491f733728a · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation caa79a8a-b4ee-4cc7-baca-ef16b3a1946f · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24801a28-ad6d-4708-9295-d3d4bfb1758f · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks A Survey on Large Language Models for Code Generation
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 017ea4b8-8561-423e-a705-5d93f4b17a70 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 16
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.
Observation 33e6cba6-3b64-4236-adf5-d37437da1b69 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 96bef54c-5191-4ba3-83f9-2a5717d98000 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Software Eng.50, 12 (2024), 3454–3471
Reference 18
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.
Observation 44723805-f06e-4a9b-ab2c-120ca3ba811a · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 19
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.
Observation c58dea5f-f604-4dfe-8668-f71c7bd5479a · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 20
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.
Observation 900b9a4c-7675-49ee-a8d2-7769ec776c13 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c84f21c3-ed07-40b7-b4c2-b22a98f481e9 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 22
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.
Observation 5c9872ac-46bd-4d75-8c7d-50742e52a7f9 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 23
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.
Observation 8c509883-083f-4f50-a7d1-7252fa105612 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f90a4067-b851-4a79-9ff0-014958209958 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 25
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.
Observation 1de69a11-710b-4e92-bf76-b9a145b864e4 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 26
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.
Observation efc27764-09f5-4bc4-b922-5ea34fde2de4 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 27
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.
Observation 581d9357-ca9b-4d60-b8d9-f4f42808948c · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 28
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.
Observation 4d4818b6-a20e-455e-93fb-4d4091dd6871 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 29
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.
Observation fc0a05ec-9f7a-4e01-90a5-4e5227538fe8 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 30
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.
Observation ad0710b5-14b8-44dd-ad7b-23ae640d484c · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 31
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.
Observation 62b67e9d-9edb-45f2-9727-a4e309e8119c · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 32
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.
Observation 19a3e438-bd11-409a-b447-c98176970da0 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 33
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.
Observation 6f5c1e5b-b78e-4ae6-88da-668d52fe5f41 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 34
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.
Observation a5ec62c1-1bc4-4329-a458-a70c103254ca · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f511a09d-369e-45e2-8cb1-f8ed10adbc0d · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 36
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.
Observation 99e75801-d818-4911-9a83-14dd2630c716 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b3f7368-eee8-4fa1-b4d6-a742faba08b3 · outbound
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
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.
Observation 26b9c1a8-2eea-4ae7-866d-2eed4247b234 · outbound
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
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.
Observation 878d69a3-92f8-4581-84da-e062a2e2a513 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 40
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.
Observation 3ed8b2f6-78a0-4647-9284-42b958527f9a · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 41
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.
Observation 2fb74953-88b3-4f45-b67d-d33ef0a04a05 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 42
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.
Observation 558d851a-4926-4121-af52-96e2ab432793 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 43
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.
Observation 2f9bacc7-f0ad-44f9-a9ea-6af481288f15 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 44
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.
Observation 6729b6ab-3109-4841-a640-a17f0c8db10b · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 45
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.
Observation bf935f0b-aa9e-4287-9eb9-0836a3d79468 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 46
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.
Observation 773ffb62-19f2-4f8e-91cd-290658b6f4b8 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 47
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.
Observation cb8530e2-f483-42a3-a69f-ff1c997b72c7 · outbound
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
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.
Observation 0b3fa54a-260a-4238-845c-ac97f78139c9 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 49
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.
Observation 76d62cf1-18cc-4a6b-a318-0733714a7879 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 50
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.
Observation 35b9f8ec-d36f-4ec5-a901-112cde578e0d · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 51
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.
Observation 24645499-99eb-432f-855b-44210c4c6912 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 52
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.
Observation 1d22b320-164c-4ac4-9ff1-dfa68d8776a3 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2bf93d99-07cd-4cd9-8886-4feb204f7318 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d459e4f1-1586-48a3-9165-46204f4c6b85 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 55
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.
Observation 6e2cc564-6cae-4b36-b6be-2aff86ec85b2 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 664d397e-7857-446f-b6bd-d7639e6f8a63 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d065cbd1-eb67-4caf-aa42-468c8a8a46a7 · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks Unresolved cited work
Reference 59
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.
Observation cbd97ce1-6909-4016-9d23-9d63aae31347 · outbound
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
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.
Observation 57ec568e-4ff1-4d61-806b-5467b7b1f29c · outbound
Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks InIEEE Sym- posium on Security and Privacy
Reference 2024
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.
No inbound Pith citation observations are available.