Paper Citation Record · LEDGER

Speak Out of Turn: Safety Vulnerability of Large Language Models in Multi-turn Dialogue

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 14 inbound Pith citation observations for arXiv:2402.17262.

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

pith.paper-citation-record.v1
2402.17262 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 14 of 14 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:24:12.800819Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T20:00:07.972385Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 87f7c74b-23e4-4800-97db-b4ed54b0f9dc · inbound

A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment cites this paper.

A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment Speak Out of Turn: Safety Vulnerability of Large Language Models in Multi-turn Dialogue

Reference 262

Resolution: unresolved; no resolver link, observed 2026-08-16T11:24:12.800819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbe31c6e-dc85-4df9-944e-d3d3e81ff6c9 · inbound

Exploring Jailbreak Attacks on LLMs through Intent Concealment and Diversion cites this paper.

Exploring Jailbreak Attacks on LLMs through Intent Concealment and Diversion Speak Out of Turn: Safety Vulnerability of Large Language Models in Multi-turn Dialogue

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T15:41:14.177455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c72e4ea-60aa-4739-8e22-890ddbbf8e9b · inbound

MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming cites this paper.

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 8c8a5cbb-104f-41a0-8ab5-1387e7f486a9 · inbound

Jailbreaking Large Language Diffusion Models: Revealing Hidden Safety Flaws in Diffusion-Based Text Generation cites this paper.

Jailbreaking Large Language Diffusion Models: Revealing Hidden Safety Flaws in Diffusion-Based Text Generation Speak Out of Turn: Safety Vulnerability of Large Language Models in Multi-turn Dialogue

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-15T18:00:26.742886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e58950fb-84f2-482e-9f61-5fe9c35adb06 · inbound

Guardians and Offenders: A Survey on Harmful Content Generation and Safety Mitigation of LLM cites this paper.

Guardians and Offenders: A Survey on Harmful Content Generation and Safety Mitigation of LLM Speak Out of Turn: Safety Vulnerability of Large Language Models in Multi-turn Dialogue

Reference 181

Resolution: unresolved; no resolver link, observed 2026-08-05T23:13:05.088339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9832347-69c1-485d-b07d-92509c29f29d · inbound

Layer-Wise Perturbations via Sparse Autoencoders for Adversarial Text Generation cites this paper.

Layer-Wise Perturbations via Sparse Autoencoders for Adversarial Text Generation Speak Out of Turn: Safety Vulnerability of Large Language Models in Multi-turn Dialogue

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-05T20:31:39.270858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f35ba5f0-cb9d-4412-b3fc-a830054ecdb8 · inbound

ORFuzz: Fuzzing the "Other Side" of LLM Safety -- Testing Over-Refusal cites this paper.

ORFuzz: Fuzzing the "Other Side" of LLM Safety -- Testing Over-Refusal Speak Out of Turn: Safety Vulnerability of Large Language Models in Multi-turn Dialogue

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-18T23:31:54.581243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ca813493-fa83-45e7-9c24-34f4b5ca2573 · inbound

State-Dependent Safety Failures in Multi-Turn Language Model Interaction cites this paper.

State-Dependent Safety Failures in Multi-Turn Language Model Interaction Speak Out of Turn: Safety Vulnerability of Large Language Models in Multi-turn Dialogue

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T18:15:27.465270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18bdcd34-882a-496f-9b40-b2faa912ae47 · inbound

IndicMedDialog: A Parallel Multi-Turn Medical Dialogue Dataset for Accessible Healthcare in Indic Languages cites this paper.

IndicMedDialog: A Parallel Multi-Turn Medical Dialogue Dataset for Accessible Healthcare in Indic Languages Speak Out of Turn: Safety Vulnerability of Large Language Models in Multi-turn Dialogue

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T19:07:51.660033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ee2ba058-ff2b-40a2-bc81-7909cf79b06f · inbound

Got a Secret? LLM Agents Can't Keep It: Evaluating Privacy in Multi-Agent Systems cites this paper.

Got a Secret? LLM Agents Can't Keep It: Evaluating Privacy in Multi-Agent Systems Speak Out of Turn: Safety Vulnerability of Large Language Models in Multi-turn Dialogue

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-06-29T16:43:40.515545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e27d0690-bea6-46e1-b0e8-519a91a62756 · inbound

Do Encoders Suffice? A Systematic Comparison of Encoder and Decoder Safety Judges for LLM Adversarial Evaluation cites this paper.

Do Encoders Suffice? A Systematic Comparison of Encoder and Decoder Safety Judges for LLM Adversarial Evaluation Speak Out of Turn: Safety Vulnerability of Large Language Models in Multi-turn Dialogue

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T20:00:07.973888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bab2029c-1c31-41e2-9a7c-9bb63166a6c7 · inbound

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

SoK: Intent-Oriented Systematization of Multi-Turn LLM Jailbreaks Speak Out of Turn: Safety Vulnerability of Large Language Models in Multi-turn Dialogue

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-06T00:32:03.725656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97fb1340-8562-4afc-b6c5-43333af96277 · inbound

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination cites this paper.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Speak Out of Turn: Safety Vulnerability of Large Language Models in Multi-turn Dialogue

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T00:14:39.415846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36ecc62c-f70b-4f78-87fd-4b007c114508 · inbound

TAF-MED: Multi-Turn Safety Refusal Collapse in LLMs Under Declared Self-Treatment Intent cites this paper.

TAF-MED: Multi-Turn Safety Refusal Collapse in LLMs Under Declared Self-Treatment Intent Speak Out of Turn: Safety Vulnerability of Large Language Models in Multi-turn Dialogue

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:27.272369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.