Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T15:10:00.855123Z
Paper Citation Record · LEDGER
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming
As of 12 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 2 inbound Pith citation observations for arXiv:2505.17147.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T13:52:10.149504Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-12T00:51:14.865118Z
Reference resolution
52 of 52 outbound references displayed
- verified exact0
- verified fuzzy4
- unresolved48
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 370f6c27-0b54-4a7b-bc0b-ce73bdf917e4 · outbound
This paper cites URL: " 'urlintro :=.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming URL: " 'urlintro :=
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:09:56.963622Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27ac559d-822e-45a7-abe1-9dacc21651a1 · outbound
This paper cites write newline.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming write newline
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:09:57.007507Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07947925-13d9-4696-82d2-b06259c03b16 · outbound
This paper cites an unresolved cited work.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:10:06.715560Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 2fb3b360-c282-4be5-b37b-6030c82cfd22 · outbound
This paper cites an unresolved cited work.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:10:06.499239Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 9c403bfb-5285-4751-aa64-2441c5fbc7f0 · outbound
This paper cites an unresolved cited work.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:10:06.347583Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 634fa79b-81ca-4dbe-9899-d1b732efd882 · outbound
This paper cites Red-Teaming Large Language Models using Chain of Utterances for Safety-Alignment.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Red-Teaming Large Language Models using Chain of Utterances for Safety-Alignment
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:09:57.250696Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eacdc5a2-025f-4210-b6b1-aa1da1ce19c1 · outbound
This paper cites On the Opportunities and Risks of Foundation Models.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming On the Opportunities and Risks of Foundation Models
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:09:57.354697Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a21b1773-d13b-49e5-abfd-78712da6753c · outbound
This paper cites Jailbreaking Black Box Large Language Models in Twenty Queries.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Jailbreaking Black Box Large Language Models in Twenty Queries
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:09:57.421212Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d848c47-51e3-4c7c-b205-b9ca331e406f · outbound
This paper cites Jordan, Joseph E.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Jordan, Joseph E
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:10:06.198329Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 22001bba-9fe2-4c01-acdb-3d4481b544ac · outbound
This paper cites an unresolved cited work.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:10:06.012840Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 99d109ac-33cd-41ef-8dd2-50d3536f79cf · outbound
This paper cites an unresolved cited work.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:10:05.849993Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 3923204f-6985-4d6d-a163-876ca658a468 · outbound
This paper cites an unresolved cited work.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Unresolved cited work
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:09:57.774244Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c402c6f9-4ff3-4744-a270-c61aab2b1d75 · outbound
This paper cites an unresolved cited work.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:10:05.645151Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 31ed0f54-2dde-41bf-8e3c-f3ce0bbd2c72 · outbound
This paper cites Hashimoto.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Hashimoto
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:10:05.423535Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f38d251a-7d53-45b6-b644-806c863f97f2 · outbound
This paper cites Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:09:58.029795Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b55d04a5-ee90-4a51-ac6e-0b1e20ca75a3 · outbound
This paper cites Andrew Bagnell, Jason D.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Andrew Bagnell, Jason D
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:10:05.262986Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b63126bd-5d10-465d-bd30-d7d590759502 · outbound
This paper cites Regressing the Relative Future: Efficient Policy Optimization for Multi-turn RLHF.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Regressing the Relative Future: Efficient Policy Optimization for Multi-turn RLHF
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:09:58.196771Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5062763-5daf-4bd9-8d69-e62c87e442e8 · outbound
This paper cites an unresolved cited work.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:10:04.983700Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a2e2595a-006d-49e3-a101-166e2f6efd6e · outbound
This paper cites an unresolved cited work.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:10:04.767034Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 6f894b69-d7be-4710-a0a9-f5fe74358a9c · outbound
This paper cites Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:09:58.418462Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e349f15f-85a8-4845-a1ec-db80e8b5f095 · outbound
This paper cites PKU-SafeRLHF: Towards Multi-Level Safety Alignment for LLMs with Human Preference.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming PKU-SafeRLHF: Towards Multi-Level Safety Alignment for LLMs with Human Preference
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:09:58.475342Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5702fe51-98d6-41a6-a27f-688b07977815 · outbound
This paper cites an unresolved cited work.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:10:04.493675Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 144e073f-4506-44e0-9c5e-f06ffb3a7060 · outbound
This paper cites RED QUEEN: Safeguarding Large Language Models against Concealed Multi-Turn Jailbreaking.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming RED QUEEN: Safeguarding Large Language Models against Concealed Multi-Turn Jailbreaking
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:09:58.602890Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 616f2422-8b82-4055-896d-bd4797323f2f · outbound
This paper cites an unresolved cited work.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:10:04.236531Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 72bacfc8-b1bf-48eb-979f-66cbf14f045e · outbound
This paper cites an unresolved cited work.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:10:04.064475Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ecb89aff-d995-4735-9d7b-8859bf9cf533 · outbound
This paper cites an unresolved cited work.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:10:03.923160Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d3962040-2111-4a15-87eb-fd55a83b7fa1 · outbound
This paper cites LLM Defenses Are Not Robust to Multi-Turn Human Jailbreaks Yet.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming LLM Defenses Are Not Robust to Multi-Turn Human Jailbreaks Yet
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:09:58.868771Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c20827e5-dddc-4675-9d76-02d98d3062f6 · outbound
This paper cites Forsyth, and Dan Hendrycks.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Forsyth, and Dan Hendrycks
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:10:03.775469Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation fac77fe6-7328-4fc3-83ab-b5fb016e734b · outbound
This paper cites an unresolved cited work.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:10:03.633423Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation c0caadd6-b7f1-4635-bbc7-80f262a60f21 · outbound
This paper cites an unresolved cited work.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:10:03.511149Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 89468360-0c2b-4bec-ac43-f1e1f9f320ea · outbound
This paper cites an unresolved cited work.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:10:03.397297Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5232bb5a-7382-4b1c-b01d-aa3c149f3f01 · outbound
This paper cites an unresolved cited work.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:10:03.254662Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 9d195be2-3133-4c57-b14d-3899e74a55da · outbound
This paper cites an unresolved cited work.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:10:03.079377Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 869400ae-c070-4454-ac6f-fb30defd8f7f · outbound
This paper cites CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:09:59.268315Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74ad61f1-9b9b-4bd8-9595-6565181b8fa6 · outbound
This paper cites an unresolved cited work.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Unresolved cited work
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:09:59.352531Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bacfb82e-a93f-475f-b679-a0b2cfdb317d · outbound
This paper cites an unresolved cited work.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:10:02.935375Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 645af586-99ea-45da-ade1-6c712a39fa56 · outbound
This paper cites an unresolved cited work.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:10:02.802459Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation dfa55f94-2391-48d4-984f-40bb92c33aad · outbound
This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:09:59.567488Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23724971-57df-43b5-92ca-465cc323ef99 · outbound
This paper cites Zephyr: Direct Distillation of LM Alignment.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Zephyr: Direct Distillation of LM Alignment
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:09:59.651113Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e5b78338-d202-46a2-b22b-b62154034177 · outbound
This paper cites MRJ-Agent: An Effective Jailbreak Agent for Multi-Round Dialogue.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming MRJ-Agent: An Effective Jailbreak Agent for Multi-Round Dialogue
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:09:59.739555Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a1f95be-e5fa-4c68-99fa-1bd24cf02db7 · outbound
This paper cites an unresolved cited work.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:10:02.650315Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 338590b3-d24c-4faf-bf56-9d251942cf9c · outbound
This paper cites Interpretable Preferences via Multi-Objective Reward Modeling and Mixture-of-Experts.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Interpretable Preferences via Multi-Objective Reward Modeling and Mixture-of-Experts
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:09:59.967922Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4b235917-219e-4183-8206-cf381420c572 · outbound
This paper cites an unresolved cited work.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:10:02.498889Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 453c21f6-c9d4-4f28-9434-5ccbde68cfbc · outbound
This paper cites Chain of Attack: a Semantic-Driven Contextual Multi-Turn attacker for LLM.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Chain of Attack: a Semantic-Driven Contextual Multi-Turn attacker for LLM
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:10:00.204245Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40452fce-84cf-4c57-b4d4-31100f728b75 · outbound
This paper cites an unresolved cited work.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:10:02.355727Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation fce1c202-ff39-4dc0-9fdb-aef83900a238 · outbound
This paper cites an unresolved cited work.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:10:02.214144Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 58cfc874-e189-40d3-ac34-aa2f2e3f0fe3 · outbound
This paper cites an unresolved cited work.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:10:02.023586Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 8adf8ec1-bc0e-40b8-a5f0-d5e279bd62db · outbound
This paper cites an unresolved cited work.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:10:01.861238Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 41e3c5a3-76bc-42c6-8527-d091cfe4607c · outbound
This paper cites an unresolved cited work.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:10:01.710331Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5cec1053-697b-454d-848e-be7376c889c7 · outbound
This paper cites Toward Optimal LLM Alignments Using Two-Player Games.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Toward Optimal LLM Alignments Using Two-Player Games
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:10:00.597853Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c72e4ea-60aa-4739-8e22-890ddbbf8e9b · outbound
This paper cites Speak Out of Turn: Safety Vulnerability of Large Language Models in Multi-turn Dialogue.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Speak Out of Turn: Safety Vulnerability of Large Language Models in Multi-turn Dialogue
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:10:00.679009Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f49d1f24-9748-486d-b97b-7b0191cdbc5f · outbound
This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.
MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming Universal and Transferable Adversarial Attacks on Aligned Language Models
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:10:00.855123Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation af102b2c-da78-4133-a5bb-675f913bb89a · inbound
Multi-objective Large Language Model Alignment with Hierarchical Experts cites this paper.
Multi-objective Large Language Model Alignment with Hierarchical Experts MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:52:10.149504Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6df5638-f913-4493-8d08-7943b385fb60 · inbound
Mitigating Many-shot Jailbreak Attacks with One Single Demonstration cites this paper.
Mitigating Many-shot Jailbreak Attacks with One Single Demonstration MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T00:51:14.868089Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.