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Paper Citation Record · LEDGER

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs

As of 10 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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.669221Z digest=sha256:6badbb770416a74119f68b287e588b6e8316ce290de7c5c3803be62a5a56ef17

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.673065Z digest=sha256:f615e38a02e2b49daba4bcafb08229c6e5fba77f9d9dcca67a189106c2201129

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.676492Z digest=sha256:56397f0f70694465c45ff5dcdbf7c349fb60c2b5e7d27421df4b0f29e69d69f7

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.680165Z digest=sha256:03fef8fb0562fd5cfd522fc3a0d096f6a4acbf0e0aa8da7a8daf427ab72322c3

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.683485Z digest=sha256:82df6132115c2b75855e429f83d84105981f69bbb29e05d5362fee8255f0b56f

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.687304Z digest=sha256:226f242109d6c4880f8be8f9a6ec9c38c7d3d9d33a5e9765e2c392ebac129dd3

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.691794Z digest=sha256:d8ddc97cbe2d943208ce717471c131a2482c72c97252b20f604e1d68a8f92320

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.695957Z digest=sha256:fb0cf925730c09a04f4854d3703d7971e0bd5ea9df3527d9838d4fa08c2e54bc

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=sha256:2c590b1eb3cb484b63b232011cc23d505ae11f2d7e05951d98ab58bb727b71ff

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=sha256:6c62f4a5c76dd8e28ba001cc8321f74ff9930427f7cc24872fe0217c3af963c1

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=sha256:8c93cb5778322787f7e92e8d524a4034b64cf1a77c329ba76dee6680dce35856

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.709623Z digest=sha256:9a6ecab5cbda1a656f0260681622b1b289a6200c91d36c82695543efe9e3a126

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:ba19c9dff075a2d63c5d5032af0530d55307311d8a66c7fd95c3a3532ca10d3a

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:e124bfaa56e2838dad801e33e96f1cd4cca007f373b89e1343944c5194b85f88

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.720143Z digest=sha256:24bdb6b5cf441c0249a4352cf72582f9214c28df26ec04e72ae975aa57b600f6

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:da114f47db52d74def69647a04f5dee90f559aee10b5e0578484e74bc345a333

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.726449Z digest=sha256:4e3cf8363d45ac44d2a23b963b7e6fd770bba74041b28e4445a10f11deb0c149

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=sha256:43171981a816fbff934557e30648529807d5b5f963b19f03bb802b8a18ddfa9f

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.732636Z digest=sha256:ce979823c50129ca2057a5be62fad6d5bb22d92792d02bc1f775c6d748e93e31

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.736060Z digest=sha256:30563fe255fdac0d73554eb3c9bfef03dca30fb945710c0ee84264abeade0604

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.739637Z digest=sha256:9249e9f3757d4ad94af24218facd974fa30ee0497bec6545d1602f580c4d6bd1

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=sha256:555b39442cce6e07096586308c00a207edad9536f9f70af4b206b81f610e53fc

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=sha256:0a0dab75afbfbae8a7af878bb0a2a7d653f57c5f5a9748998f9170520b3f8223

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:e5ec8a9315bdc5f43c62ef7dc11774e48e78d9fe351d1364dbe1ab6ce77dcb53

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.752595Z digest=sha256:90800ad8a68506fee7a5e1b8b874847b3cac14cd32bd0358edfc897cea67b91d

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.755318Z digest=sha256:df6ce6a64a2aca8eddf1593d326fb47468b21fb481fce5a316e6787f09767c57

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.758389Z digest=sha256:8e289f8454f3656f06269fb8d9c13ae8a29538e8fafe3ffcddedec83f13d0bba

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.761625Z digest=sha256:625a2cb5eef1be11aa3f3feeeceb08ecdaa8111a29f8a2bd62b76f90080d72d5

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.764524Z digest=sha256:1870d9408bdd94252abf23f91264186e6b77030c31b7773ec31fa02962d2f160

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.767484Z digest=sha256:1e32a27b1519cb1a68371777cc84a27bf700ebf281f5fb32c5fc4c74ae111ab8

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.770436Z digest=sha256:29d718ccbeaf41a620b33729c3cc2781b602c950d065d30db77f1faf7d1a1bee

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.773136Z digest=sha256:2e858309d0a1697c51583ae77d77d4db907fadee13adcf7f2fe8b8f9a326f41a

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=sha256:2c9b675bbedcd594a2d8f288b682a71289ae247c12607aaaadddc6aff69cdc93

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:f22202c348b0ee44b9356fcdc1aaa82614da2b6944463c4ace51c78c3c677d7f

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.782923Z digest=sha256:f4e5304163b70956617b752be0fc5d14ab5581bbb0ddc028cd9393a581b2f7d8

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.786149Z digest=sha256:e643e7761df65aa0955b4e585cc1921b5f12b9c4141886d362cab7789ebf0ba9

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.789606Z digest=sha256:e337768476d354bca85e71d60ded2397fa5a096cbf4b20855df516178f752055

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:dc2febf8a65af9fcaf9a26698aa6e66f6d9cd3e51898938c5e2762aed1419aa9

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=sha256:015ce7d804670bb33fc43e3ef412365b6774804df8af26edaf34b8cd7170044f

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:bab7a39474d6d7b5d2c706cafce909ced85ba2f2b850cf023efaa6ef963b04a8

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:b74344913e1fa057cff9b9e99faad0aa249d2f8c7ba1df1f77500cc8667f15d0

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=sha256:309b3f233614b7726707d8346e7b706a905caae42f33d71d2473d39196b42868

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=sha256:704e5407f56226e6e40478a25d58de3a9c8f6abd2a417a1fa4d68e6c328360dd

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=sha256:17518812f11601630362a5f284eed8c37b8af3b4547eb48ed40e98f8e36b66d1

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=sha256:1032287bd0d1fe8c0e2c3c50e82fb314b7602020abda84ed541df81ecf75e89c

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=sha256:09d80215c6dddbe56ba9e90647a633d3a62a8a8510c89e935d48e2230ea82f28

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.822576Z digest=sha256:c331f596b2b9c698a99d6d6453d479f3f1393a5eca7660f3ca156ee53e0823d6

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=sha256:4003a62152e1ad1ea31aa1c60fe8a9e8bc633d88bff822ff568bae48b4ab7753

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.829155Z digest=sha256:cb4297284796cf3335222e351ce02ede57ca6ed82a403fc61fc4fcd38f8ec356

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=sha256:8832dbba45203043e74d571075f4737357817297548a72103c4b90f5b9039f29

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=sha256:400019b58bd366a070c1686cddc5f325e4b3fb31c1628ebc70d75af8afa5a7ca

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:00:44.839335Z digest=sha256:86499ece8cd588c15169d329d5d8c9f3dcd3fa9ecdd5cd532b1cfcf8abe29c33

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=sha256:959f3378dff05758a3a515aff496e9d3c1a94a27e17cc4f082b47f4cbdba0e9e

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:be9c58bfebe00f49c9cc470f4fdc922228b383e335b4f77899b4ae9a23c0df7d

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:f366535dfba7d181f97d9a63d53bd3e300c7441df0f6be6c89eaf1b5b885f134

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:ef3b63d3e28e8fe2482e9a6769626fcf53f8392655dc2086001d60c45e01be13

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=sha256:1d5fa2004f6f37b6f578232d7209846312945f2d542da543558b1ae0f3f9dda0

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:32:04.530222Z digest=sha256:43f6058c2ae20aaf74d538a92dd1c0462c5f7c093a1f39f60de787daf772a739