Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T23:00:44.854344Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T23:00:44.854344Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T00:32:04.530222Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T00:32:05.445897Z
56 of 56 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 32d7d7b5-b890-4440-a9e7-378673e3299f · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work
Reference 1
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.
Observation 73fe38ff-1bfe-472d-a683-07edca69251d · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work
Reference 2
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.
Observation 0b6f6c84-d200-44ac-8276-60de6a36f2fd · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work
Reference 3
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.
Observation f88b95c0-50f1-4bf1-a3ec-3d6ad365bc85 · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work
Reference 4
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.
Observation 3dc73710-1d70-47f8-aaf7-12ee39223f44 · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work
Reference 5
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.
Observation d9b2e4ba-adb3-476b-bebd-932c0feebcb5 · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work
Reference 6
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.
Observation 9832d1a6-7dc5-4791-a5fb-0a737c97f441 · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work
Reference 7
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.
Observation afc06f3f-e468-4c8a-b314-b36776022b6b · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work
Reference 8
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.
Observation 48e07090-f92e-460f-b050-f2a98aa1cd0d · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs MART: Improving LLM Safety with Multi-round Automatic Red-Teaming
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a08c504e-5a55-4790-bb75-d37151a89ba4 · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs The Llama 3 Herd of Models
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f8c13f0a-1b06-48b2-8e60-3ebf7f211999 · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3fd97167-adb3-46cc-a452-7c3161c094e5 · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work
Reference 12
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.
Observation 595268c3-8128-4edb-9cf1-ec1a8497761e · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b2b0d041-95b6-458e-9a65-8b44b2182e40 · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Adversarial Attacks on Neural Network Policies
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a30d6c0-659f-470e-980f-85a45dc6d62b · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work
Reference 15
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.
Observation b1677e11-c19d-4790-8f26-e497e772cc2b · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Qwen2.5-Coder Technical Report
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 695997b1-049e-4a6f-822d-4f307a9d9250 · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work
Reference 17
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.
Observation 3b014c58-1e32-4a5c-a8a7-599a49863fbc · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87a85dd2-fbbc-4ada-aa00-1be19a19e6e7 · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work
Reference 19
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.
Observation 1e304529-8ee4-4771-9358-2486c9147136 · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work
Reference 20
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.
Observation da749171-22ba-471a-b125-c0353605939b · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work
Reference 21
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.
Observation ca94e8ee-b55e-4e90-9a8b-38549c44cd25 · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16b5f6d2-63b1-4eaa-ab7a-5f3fd22c26e8 · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 793aabd4-4600-4182-961d-6cb89978b446 · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs RED QUEEN: Safeguarding Large Language Models against Concealed Multi-Turn Jailbreaking
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b6cb56d-aee2-43bb-a4b0-d643e04c177d · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work
Reference 25
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.
Observation 78a52bfe-dd99-4278-8e44-d92fff9e576f · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work
Reference 26
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.
Observation 27958f47-a073-4495-9748-b85c164c4cfc · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work
Reference 27
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.
Observation a68b9bff-1481-4f06-8036-fff312673fd2 · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work
Reference 28
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.
Observation 7c25e4d9-0bd0-41be-8a4d-eca1211dca5e · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Anderson, Yaron Singer, and Amin Karbasi
Reference 29
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.
Observation 89d9757b-35a6-4637-836d-8a4dc43e5cf3 · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work
Reference 30
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.
Observation 3dfe0a1c-a345-4fa3-811d-2894e07843c1 · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work
Reference 31
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.
Observation 2a3a3629-a074-4f5b-b221-c7e9cdbce632 · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work
Reference 32
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.
Observation f8252e85-8fd1-4b94-9db1-f41800b03043 · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Adversarial Attacks on Code Models with Discriminative Graph Patterns
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c9661a3b-126e-46ab-b57a-9201c3e9f239 · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dfde3ff9-f9a1-4c9f-aa67-243fce6ec23b · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work
Reference 35
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.
Observation 0817ec06-c10f-460e-85a4-da9c8901156d · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work
Reference 36
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.
Observation 61135981-7d30-48b2-bde1-15d09e47d065 · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work
Reference 37
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.
Observation d2a76bcb-7be6-434d-a350-0c34a26afe8f · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs The Impact of AI on Developer Productivity: Evidence from GitHub Copilot
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0d95b78-9177-491c-939e-e1bb6cbe1cda · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 54549713-7240-4977-ba78-1994b6fa3e40 · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cb67eb9c-79de-4f17-a3c5-fbc496c18367 · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Code Llama: Open Foundation Models for Code
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a91de7b8-de59-40cf-9f7a-bccc5a4dcc8a · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b107d7d-9342-448c-a2ec-1b08bd09f02d · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs CodeGemma: Open Code Models Based on Gemma
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 15788901-9b40-445f-a8ae-a1dfa2d465fb · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ad7dca9-9900-40a0-a37c-b5db1ab7fa3d · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Multilingual E5 Text Embeddings: A Technical Report
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f7a21813-446b-41f1-b396-c40b936460e1 · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs ThinkGuard: Deliberative Slow Thinking Leads to Cautious Guardrails
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2cef5d82-de1f-4749-b8b6-e0033de01acc · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Unresolved cited work
Reference 47
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.
Observation 74c7822b-14eb-404c-b1ed-50d1f6456530 · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs DeceptPrompt: Exploiting LLM-driven Code Generation via Adversarial Natural Language Instructions
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c7984a8-8dec-4b48-8c98-7577656c4c35 · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Kankanhalli
Reference 49
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.
Observation c959d8b0-1735-4d2f-b6dc-c2ca4d44fb56 · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Jigsaw Puzzles: Splitting Harmful Questions to Jailbreak Large Language Models
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8e79db46-68d7-48a1-9f2a-71f5ba5e1f50 · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Chain of Attack: a Semantic-Driven Contextual Multi-Turn attacker for LLM
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 17cbc16c-eeed-46ef-bfc2-f2a6fe5e7a4d · outbound
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
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.
Observation 4653598c-5d78-427d-b1c8-32107db15ec9 · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs What Makes Large Language Models Reason in (Multi-Turn) Code Generation?
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c293f46-4135-4dd3-a060-69b8b43f76ef · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Universal and Transferable Adversarial Attacks on Aligned Language Models
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6028caa6-c190-4c7a-961b-d7dde94bc8c8 · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs URL: " 'urlintro :=
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3bcc308f-d302-4908-8218-68d5e405fcaf · outbound
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs write newline
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78ca44d1-0fa2-43c7-a046-7aef3772921a · inbound
Code Monitor Red Teaming for Public-Test-Passing Code RedCoder: Automated Multi-Turn Red Teaming for Code LLMs
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e351c69-5e56-4fc3-9e3b-b3a00197fa6f · inbound
SoK: Intent-Oriented Systematization of Multi-Turn LLM Jailbreaks RedCoder: Automated Multi-Turn Red Teaming for Code LLMs
Reference 89
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.