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Paper Citation Record · LEDGER

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs

As of 14 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 2 inbound Pith citation observations for arXiv:2507.22063.

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

pith.paper-citation-record.v1
2507.22063 v2

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:00:44.854344Z

measured 58 of 58 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:32:04.530222Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T00:32:05.445897Z

Reference resolution

56 of 56 outbound references displayed

  • verified exact1
  • verified fuzzy2
  • unresolved53
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 32d7d7b5-b890-4440-a9e7-378673e3299f · outbound

This paper cites an unresolved cited work.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:00:45.469052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.669221Z digest=sha256:c4655f30642d2abc955888134efc4e77e0912cf96fc415ef1c11003d9a4c1adb

Observation 73fe38ff-1bfe-472d-a683-07edca69251d · outbound

This paper cites an unresolved cited work.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:00:45.458906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.673065Z digest=sha256:22cedc45df32f611dcaddfde2870a9199e870789c31b1bc625c2283ae6d5c4ed

Observation 0b6f6c84-d200-44ac-8276-60de6a36f2fd · outbound

This paper cites an unresolved cited work.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:00:45.449547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.676492Z digest=sha256:9ea000324dc499337b6bd155872a2651f041b191713e6928cfefc5ec6dd85b9e

Observation f88b95c0-50f1-4bf1-a3ec-3d6ad365bc85 · outbound

This paper cites an unresolved cited work.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:00:45.439380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.680165Z digest=sha256:6903f73ac5a0d7c166e3f6d56c0a31b4c174359ff4615d0dc1ca62f21a7f93db

Observation 3dc73710-1d70-47f8-aaf7-12ee39223f44 · outbound

This paper cites an unresolved cited work.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:00:45.429281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.683485Z digest=sha256:a29666146a073ff5dccdc8f55e5aef3a30497bf387bb2902a4996192a52baf54

Observation d9b2e4ba-adb3-476b-bebd-932c0feebcb5 · outbound

This paper cites an unresolved cited work.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:00:45.419577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.687304Z digest=sha256:21ff500f67780a66ff4d2e6bda13414a35436941fb4a3e4a32271b15f433218d

Observation 9832d1a6-7dc5-4791-a5fb-0a737c97f441 · outbound

This paper cites an unresolved cited work.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:00:45.410693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.691794Z digest=sha256:2971bfb2fcad31191ee5652347f08413a03ea12f51e6b653182d00301632192d

Observation afc06f3f-e468-4c8a-b314-b36776022b6b · outbound

This paper cites an unresolved cited work.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:00:45.401410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.695957Z digest=sha256:4244fd6654902f677de852b2ae752eaf83e60826d1990ebd4a698a033c8d230d

Observation 48e07090-f92e-460f-b050-f2a98aa1cd0d · outbound

This paper cites MART: Improving LLM Safety with Multi-round Automatic Red-Teaming.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs MART: Improving LLM Safety with Multi-round Automatic Red-Teaming

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T23:00:44.699105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:00:44.699105Z digest=sha256:7b11c38cd63d2d1448c92dd41a4d6acfefe710a4be5d69a1102c80c8bef0d93e

Observation a08c504e-5a55-4790-bb75-d37151a89ba4 · outbound

This paper cites The Llama 3 Herd of Models.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs The Llama 3 Herd of Models

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T23:00:44.702597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:00:44.702597Z digest=sha256:9e11108a422f7c4cda96cc6662d6287eed81ad024a58e2142a311b8d42c93262

Observation f8c13f0a-1b06-48b2-8e60-3ebf7f211999 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T23:00:44.706160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:00:44.706160Z digest=sha256:b8e309443c2a1bacbb9911196e8b85619ba4cc359e904813a4f7713935be7f21

Observation 3fd97167-adb3-46cc-a452-7c3161c094e5 · outbound

This paper cites an unresolved cited work.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:00:45.391305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.709623Z digest=sha256:d4e64fc8603f45b4a69325f18169f2c0279b38c2ac260660914d2c5f1aba8254

Observation 595268c3-8128-4edb-9cf1-ec1a8497761e · outbound

This paper cites MaPPing Your Model: Assessing the Impact of Adversarial Attacks on LLM-based Programming Assistants.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs MaPPing Your Model: Assessing the Impact of Adversarial Attacks on LLM-based Programming Assistants

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T23:00:44.713058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:00:44.713058Z digest=sha256:5b15426cf4f10da313f55671dd580be529139a19db177d13a3a665daa89ead3a

Observation b2b0d041-95b6-458e-9a65-8b44b2182e40 · outbound

This paper cites Adversarial Attacks on Neural Network Policies.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Adversarial Attacks on Neural Network Policies

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T23:00:44.716469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:00:44.716469Z digest=sha256:d0412f8da4de0e53fe6fa25fab3affcb7f1a567888a4f08fa5d5dd220aa9f735

Observation 8a30d6c0-659f-470e-980f-85a45dc6d62b · outbound

This paper cites an unresolved cited work.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:00:45.381240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.720143Z digest=sha256:2941eed87ae731c9dd967c52e8665bdab1eb6aa2acf26334c245b84f9e9d39e1

Observation b1677e11-c19d-4790-8f26-e497e772cc2b · outbound

This paper cites Qwen2.5-Coder Technical Report.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Qwen2.5-Coder Technical Report

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T23:00:44.723095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:00:44.723095Z digest=sha256:7d8f0dfd36f44866f271089b790b032d4e3165c17a0957cc0f611be665c90bef

Observation 695997b1-049e-4a6f-822d-4f307a9d9250 · outbound

This paper cites an unresolved cited work.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:00:45.371006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.726449Z digest=sha256:a767e03dc36bf0077dddf3d4254d3988c6fb484befcb73d6e318f1081c8374a6

Observation 3b014c58-1e32-4a5c-a8a7-599a49863fbc · outbound

This paper cites Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T23:00:44.729289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:00:44.729289Z digest=sha256:5000880b3b653999d54e34fa7da0a337813f563b650ba54ce1b135b9d773e9ed

Observation 87a85dd2-fbbc-4ada-aa00-1be19a19e6e7 · outbound

This paper cites an unresolved cited work.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:00:45.360142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.732636Z digest=sha256:84d50ebca0269ecb302be73756980fdaa41563fc3d537e4b5e9d0af0ced1f2aa

Observation 1e304529-8ee4-4771-9358-2486c9147136 · outbound

This paper cites an unresolved cited work.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:00:45.348980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.736060Z digest=sha256:911d27a6cf59374543c5bdf466e3452d1dcacf82d67d2bf3b7f0d24691afbe98

Observation da749171-22ba-471a-b125-c0353605939b · outbound

This paper cites an unresolved cited work.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:00:45.338100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.739637Z digest=sha256:5fb6f46fcd9f281c53091f1c696295562ada8e21e3d872961beb46d66f561bdb

Observation ca94e8ee-b55e-4e90-9a8b-38549c44cd25 · outbound

This paper cites an unresolved cited work.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T23:00:44.742701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:00:44.742701Z digest=sha256:1a60a9ce7c114ff7c36cb47f97850b59698f94cb66a0f73d09fb983bb46d5edc

Observation 16b5f6d2-63b1-4eaa-ab7a-5f3fd22c26e8 · outbound

This paper cites an unresolved cited work.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T23:00:44.745895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:00:44.745895Z digest=sha256:4842cea9ae2baef65cb4f0eee70262fb7db51b63738260912710bdb37a2fc2c9

Observation 793aabd4-4600-4182-961d-6cb89978b446 · outbound

This paper cites RED QUEEN: Safeguarding Large Language Models against Concealed Multi-Turn Jailbreaking.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs RED QUEEN: Safeguarding Large Language Models against Concealed Multi-Turn Jailbreaking

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T23:00:44.749219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:00:44.749219Z digest=sha256:2013d3d1ff89184d0fd6c01f01a4af54cc13673982ae0bf60cc7726d5863b125

Observation 7b6cb56d-aee2-43bb-a4b0-d643e04c177d · outbound

This paper cites an unresolved cited work.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:00:45.321663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.752595Z digest=sha256:cb664f74800d6df1c45dc75a85ab4b75f1d85a01361d87ac8b366aa267a25480

Observation 78a52bfe-dd99-4278-8e44-d92fff9e576f · outbound

This paper cites an unresolved cited work.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:00:45.311049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.755318Z digest=sha256:3060d86f3bf3df593c0b175e1a38be9667e913538877071b27bf3ee8bebe8c49

Observation 27958f47-a073-4495-9748-b85c164c4cfc · outbound

This paper cites an unresolved cited work.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:00:45.301552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.758389Z digest=sha256:bd01aa15d411c032e52cd962c42d4f4fea929564f74f454c4fe263750470c0bf

Observation a68b9bff-1481-4f06-8036-fff312673fd2 · outbound

This paper cites an unresolved cited work.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:00:45.292051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.761625Z digest=sha256:b9713f473b2e5a56c28d64fdb676744a7913fb9c768d2459273cead3e0282205

Observation 7c25e4d9-0bd0-41be-8a4d-eca1211dca5e · outbound

This paper cites Anderson, Yaron Singer, and Amin Karbasi.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Anderson, Yaron Singer, and Amin Karbasi

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:45.282856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.764524Z digest=sha256:5e89c22e60b26c8e839482c16eacc7157f5061b797c858834e8ae826a603dee6

Observation 89d9757b-35a6-4637-836d-8a4dc43e5cf3 · outbound

This paper cites an unresolved cited work.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:00:45.272588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.767484Z digest=sha256:ed78cf24759510442ec566e4c5d7b68c890343cdfda3eb674e5ba9b37c435696

Observation 3dfe0a1c-a345-4fa3-811d-2894e07843c1 · outbound

This paper cites an unresolved cited work.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:00:45.261574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.770436Z digest=sha256:bc01902613d6994cbe416632fae7348ca278116924a76c05174ff8f201ff1e49

Observation 2a3a3629-a074-4f5b-b221-c7e9cdbce632 · outbound

This paper cites an unresolved cited work.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:00:45.251925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.773136Z digest=sha256:262dd61c642d270739944c183e0c4e3ff5c3157e06f3c64f4df8e2a1726e4d0a

Observation f8252e85-8fd1-4b94-9db1-f41800b03043 · outbound

This paper cites Adversarial Attacks on Code Models with Discriminative Graph Patterns.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Adversarial Attacks on Code Models with Discriminative Graph Patterns

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T23:00:44.775810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:00:44.775810Z digest=sha256:b70d126c7d2069a117034d82f6b04c0e657ba26e9b74932e695bb87f5eae0d54

Observation c9661a3b-126e-46ab-b57a-9201c3e9f239 · outbound

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

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T23:00:44.779110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:00:44.779110Z digest=sha256:d624b5aca57e86993dbe60b9ceaf43322b5b1109ec55435062ad67cf9ba06a6a

Observation dfde3ff9-f9a1-4c9f-aa67-243fce6ec23b · outbound

This paper cites an unresolved cited work.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:00:45.242463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.782923Z digest=sha256:091763328b0cc7d2fde9429fafe2e90fa2c6c344f8cd0f2387aa1a1e60f606d3

Observation 0817ec06-c10f-460e-85a4-da9c8901156d · outbound

This paper cites an unresolved cited work.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:00:45.232196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.786149Z digest=sha256:73c846af874c3e8de041270cae14af7e0b27e150c403d79484da6208a9b31262

Observation 61135981-7d30-48b2-bde1-15d09e47d065 · outbound

This paper cites an unresolved cited work.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:00:45.222038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.789606Z digest=sha256:d176a652ab5b5621b77c3c128012f4ac8087022e28997698784b68d0ca589843

Observation d2a76bcb-7be6-434d-a350-0c34a26afe8f · outbound

This paper cites The Impact of AI on Developer Productivity: Evidence from GitHub Copilot.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs The Impact of AI on Developer Productivity: Evidence from GitHub Copilot

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T23:00:44.792651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:00:44.792651Z digest=sha256:4a9ab802cff87cb1c42ac725e0c072979d68830d5a8c67e6a1386d2404568ca9

Observation f0d95b78-9177-491c-939e-e1bb6cbe1cda · outbound

This paper cites CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T23:00:44.795778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:00:44.795778Z digest=sha256:68c3cb949513e743559be7bb51425d3e707e99d9f9d144974b973272e39d3695

Observation 54549713-7240-4977-ba78-1994b6fa3e40 · outbound

This paper cites an unresolved cited work.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-06T23:00:44.798957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:00:44.798957Z digest=sha256:57496f2ee69ac7eae0a3229d0db55d8fd764c1e22e101af4ebeea44ac7b0db85

Observation cb67eb9c-79de-4f17-a3c5-fbc496c18367 · outbound

This paper cites Code Llama: Open Foundation Models for Code.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Code Llama: Open Foundation Models for Code

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T23:00:44.801824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:00:44.801824Z digest=sha256:5f059c063f0ee8b4da042824cabb5cacb0ffb51e4678260b3c00ca9674798250

Observation a91de7b8-de59-40cf-9f7a-bccc5a4dcc8a · outbound

This paper cites Great, Now Write an Article About That: The Crescendo Multi-Turn LLM Jailbreak Attack.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Great, Now Write an Article About That: The Crescendo Multi-Turn LLM Jailbreak Attack

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T23:00:44.804687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:00:44.804687Z digest=sha256:f323929971550b0eea1ece82b7831c48f0b30b4f85f26793e4d2e7de5a6c0d4b

Observation 2b107d7d-9342-448c-a2ec-1b08bd09f02d · outbound

This paper cites CodeGemma: Open Code Models Based on Gemma.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs CodeGemma: Open Code Models Based on Gemma

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T23:00:44.808151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:00:44.808151Z digest=sha256:94061fa51169779bf3343a1d39990a1e26348e47cc4f2dc4693610d6239e6e53

Observation 15788901-9b40-445f-a8ae-a1dfa2d465fb · outbound

This paper cites an unresolved cited work.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T23:00:44.811726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:00:44.811726Z digest=sha256:9d1fc825d9fe7a31d13ee5991314c15713c2950d9c6e82219227380288a48dbd

Observation 0ad7dca9-9900-40a0-a37c-b5db1ab7fa3d · outbound

This paper cites Multilingual E5 Text Embeddings: A Technical Report.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Multilingual E5 Text Embeddings: A Technical Report

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T23:00:44.814579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:00:44.814579Z digest=sha256:d863d89130239dd78e3b55311fc4d7779fb5ee2bf502662b4cda77f9e7fe6c6e

Observation f7a21813-446b-41f1-b396-c40b936460e1 · outbound

This paper cites ThinkGuard: Deliberative Slow Thinking Leads to Cautious Guardrails.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs ThinkGuard: Deliberative Slow Thinking Leads to Cautious Guardrails

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-06T23:00:44.818357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:00:44.818357Z digest=sha256:6d4fec6a97207dee97812fc6643f08a794d814976e7d3cddb78c1e76da40379a

Observation 2cef5d82-de1f-4749-b8b6-e0033de01acc · outbound

This paper cites an unresolved cited work.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:00:45.205984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.822576Z digest=sha256:1d010218433ff73bd281f9207fb798c8e30b28f61537a125a2d8a51c89966c69

Observation 74c7822b-14eb-404c-b1ed-50d1f6456530 · outbound

This paper cites DeceptPrompt: Exploiting LLM-driven Code Generation via Adversarial Natural Language Instructions.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs DeceptPrompt: Exploiting LLM-driven Code Generation via Adversarial Natural Language Instructions

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T23:00:44.825846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:00:44.825846Z digest=sha256:8ade375687a572f85d9bbe257227b76cb2042fce5726b863f31911c232d06582

Observation 0c7984a8-8dec-4b48-8c98-7577656c4c35 · outbound

This paper cites Kankanhalli.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Kankanhalli

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:00:45.196227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.829155Z digest=sha256:ed6ff6b0cd325aa9b17b9129e9f58a7887c4501c232328b12637555532593bf4

Observation c959d8b0-1735-4d2f-b6dc-c2ca4d44fb56 · outbound

This paper cites Jigsaw Puzzles: Splitting Harmful Questions to Jailbreak Large Language Models.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Jigsaw Puzzles: Splitting Harmful Questions to Jailbreak Large Language Models

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-06T23:00:44.832200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:00:44.832200Z digest=sha256:25f950b99d72c2aa131f769b3c8f1b49e9f033e55227c766336036d72326e4e1

Observation 8e79db46-68d7-48a1-9f2a-71f5ba5e1f50 · outbound

This paper cites Chain of Attack: a Semantic-Driven Contextual Multi-Turn attacker for LLM.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Chain of Attack: a Semantic-Driven Contextual Multi-Turn attacker for LLM

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-06T23:00:44.835730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:00:44.835730Z digest=sha256:1bf2b33fbbfdea014d0d757a40f0bb5950d42c9c556aec10a88353e31056abb1

Observation 17cbc16c-eeed-46ef-bfc2-f2a6fe5e7a4d · outbound

This paper cites Holistic Automated Red Teaming for Large Language Models through Top-Down Test Case Generation and Multi-turn Interaction.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Holistic Automated Red Teaming for Large Language Models through Top-Down Test Case Generation and Multi-turn Interaction

Reference 52

Resolution
verified exact
local_arxiv, observed 2026-08-06T23:00:44.938423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.839335Z digest=sha256:ea00c617ec2d8bcbb65f36ad4c79510446eebb48184dbe03e507ded69885791a

Observation 4653598c-5d78-427d-b1c8-32107db15ec9 · outbound

This paper cites What Makes Large Language Models Reason in (Multi-Turn) Code Generation?.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs What Makes Large Language Models Reason in (Multi-Turn) Code Generation?

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-06T23:00:44.842902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:00:44.842902Z digest=sha256:10c836b181c0160a2fbb79e390937a0eb73fc0c9a5eb2b7574076f0b090b14f2

Observation 0c293f46-4135-4dd3-a060-69b8b43f76ef · outbound

This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-06T23:00:44.847015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:00:44.847015Z digest=sha256:af9df9f93ec28023bb364f04f9510ad79d52964e7b1a233b13413e4ba4a04ce5

Observation 6028caa6-c190-4c7a-961b-d7dde94bc8c8 · outbound

This paper cites URL: " 'urlintro :=.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs URL: " 'urlintro :=

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-06T23:00:44.850071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:00:44.850071Z digest=sha256:e2251b81e74a2d1a709039465969a45c9395a808ba5cb98ca1b8f66f9e76d7f8

Observation 3bcc308f-d302-4908-8218-68d5e405fcaf · outbound

This paper cites write newline.

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs write newline

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-06T23:00:44.854344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:00:44.854344Z digest=sha256:d6a941e8a9848575e103274501e92d5637bf26b5fc0063ab1e13c7b97c156053

Pith citing papers

Observation 78ca44d1-0fa2-43c7-a046-7aef3772921a · inbound

Code Monitor Red Teaming for Public-Test-Passing Code cites this paper.

Code Monitor Red Teaming for Public-Test-Passing Code RedCoder: Automated Multi-Turn Red Teaming for Code LLMs

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-01T09:12:24.899607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T09:12:24.899607Z digest=sha256:074e9b3b281526ccfb3e3a293e4049130a66c233ba2b9f93357ab8cfc96bc5f7

Observation 7e351c69-5e56-4fc3-9e3b-b3a00197fa6f · inbound

SoK: Intent-Oriented Systematization of Multi-Turn LLM Jailbreaks cites this paper.

SoK: Intent-Oriented Systematization of Multi-Turn LLM Jailbreaks RedCoder: Automated Multi-Turn Red Teaming for Code LLMs

Reference 89

Resolution
verified exact
local_arxiv, observed 2026-08-06T00:32:05.527855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T00:32:04.530222Z digest=sha256:d73fc91d2bfb44c66a66681990810106d76195bd0753d49d2701ae5b1a309446