Paper Citation Record · LEDGER

Chain of Attack: a Semantic-Driven Contextual Multi-Turn attacker for LLM

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 20 inbound Pith citation observations for arXiv:2405.05610.

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

pith.paper-citation-record.v1
2405.05610 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 20 of 20 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T18:38:43.745790Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T16:39:57.683325Z

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 fcab0098-51e3-4190-ad85-a22768b164b5 · inbound

The Dark Side of Trust: Authority Citation-Driven Jailbreak Attacks on Large Language Models cites this paper.

The Dark Side of Trust: Authority Citation-Driven Jailbreak Attacks on Large Language Models Chain of Attack: a Semantic-Driven Contextual Multi-Turn attacker for LLM

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-12T18:38:43.745790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab0e4c58-72b3-43b6-b007-7493783cc313 · inbound

LLMs are Vulnerable to Malicious Prompts Disguised as Scientific Language cites this paper.

LLMs are Vulnerable to Malicious Prompts Disguised as Scientific Language Chain of Attack: a Semantic-Driven Contextual Multi-Turn attacker for LLM

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-10T15:26:44.970756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 453c21f6-c9d4-4f28-9434-5ccbde68cfbc · 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 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 70c920a5-bbd6-4476-87ef-7d5f9961c0ee · inbound

SafeTy Reasoning Elicitation Alignment for Multi-Turn Dialogues cites this paper.

SafeTy Reasoning Elicitation Alignment for Multi-Turn Dialogues Chain of Attack: a Semantic-Driven Contextual Multi-Turn attacker for LLM

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T12:04:47.198907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs cites this paper.

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.

Observation 6112d9c5-8327-434c-8c0f-9f750870bd31 · inbound

Towards terahertz nanomechanics cites this paper.

Towards terahertz nanomechanics Chain of Attack: a Semantic-Driven Contextual Multi-Turn attacker for LLM

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T01:03:52.953662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e98005c7-8d0e-4489-99a6-77ecb1d48d54 · inbound

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants cites this paper.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants Chain of Attack: a Semantic-Driven Contextual Multi-Turn attacker for LLM

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:37.095430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddc25817-9bbc-4f3c-9f6c-b6894256d338 · inbound

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

Layer-Wise Perturbations via Sparse Autoencoders for Adversarial Text Generation Chain of Attack: a Semantic-Driven Contextual Multi-Turn attacker for LLM

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-05T20:31:39.494024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02cfc3ce-fd91-4769-9e49-17abfb71f75f · inbound

SoK: Systematizing LLM Prompt Security: Taxonomies, Datasets, and Unified Evaluation of Attacks and Defenses cites this paper.

SoK: Systematizing LLM Prompt Security: Taxonomies, Datasets, and Unified Evaluation of Attacks and Defenses Chain of Attack: a Semantic-Driven Contextual Multi-Turn attacker for LLM

Reference 215

Resolution: unresolved; no resolver link, observed 2026-08-04T09:25:58.092990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18149387-b895-44c8-b5e1-9a0f38940a7b · inbound

Evolve the Method, Not the Prompts: Evolutionary Synthesis of Jailbreak Attacks on LLMs cites this paper.

Evolve the Method, Not the Prompts: Evolutionary Synthesis of Jailbreak Attacks on LLMs Chain of Attack: a Semantic-Driven Contextual Multi-Turn attacker for LLM

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-05-21T19:00:30.416559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 550e8a54-d8d3-419b-8b95-167d0591c72b · inbound

Multi-Turn Adaptive Prompting Attack on Large Vision-Language Models cites this paper.

Multi-Turn Adaptive Prompting Attack on Large Vision-Language Models Chain of Attack: a Semantic-Driven Contextual Multi-Turn attacker for LLM

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T23:16:37.158808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdc31f6e-ac29-4963-953e-afaf3589f2e0 · inbound

Semantic Intent Fragmentation: A Single-Shot Compositional Attack on Multi-Agent AI Pipelines cites this paper.

Semantic Intent Fragmentation: A Single-Shot Compositional Attack on Multi-Agent AI Pipelines Chain of Attack: a Semantic-Driven Contextual Multi-Turn attacker for LLM

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:20:58.872351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 014648a1-cf18-4e5a-8a89-6c6a07e3fa49 · inbound

Jailbreaking Frontier Foundation Models Through Intention Deception cites this paper.

Jailbreaking Frontier Foundation Models Through Intention Deception Chain of Attack: a Semantic-Driven Contextual Multi-Turn attacker for LLM

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:11:13.955361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation dfa8d4f8-7c3d-4794-8383-8f08ec79232e · inbound

GuardAD: Safeguarding Autonomous Driving MLLMs via Markovian Safety Logic cites this paper.

GuardAD: Safeguarding Autonomous Driving MLLMs via Markovian Safety Logic Chain of Attack: a Semantic-Driven Contextual Multi-Turn attacker for LLM

Reference 36

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T05:21:27.509506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a2794631-2020-44a7-bc1d-6273e39d35e2 · inbound

MT-JailBench: A Modular Benchmark for Understanding Multi-Turn Jailbreak Attacks cites this paper.

MT-JailBench: A Modular Benchmark for Understanding Multi-Turn Jailbreak Attacks Chain of Attack: a Semantic-Driven Contextual Multi-Turn attacker for LLM

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:27:02.453117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 79f1b20d-34a7-4b69-aa8a-90704baa9dab · inbound

Pigeonholing: how bad prompts hurt models, causing collapse and mistakes cites this paper.

Pigeonholing: how bad prompts hurt models, causing collapse and mistakes Chain of Attack: a Semantic-Driven Contextual Multi-Turn attacker for LLM

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T16:39:57.685031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation fa834262-f8e9-43b6-af8a-60932e2c9d14 · inbound

Pigeonholing: how bad prompts hurt models, causing collapse and mistakes cites this paper.

Pigeonholing: how bad prompts hurt models, causing collapse and mistakes Chain of Attack: a Semantic-Driven Contextual Multi-Turn attacker for LLM

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-15T10:35:09.399899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32c6c29b-d91b-46d5-bce7-6f2b86d08ed7 · inbound

AMT-X: Phase-Structured Multi-Turn Red-Teaming with Checklist-Gated Evaluation cites this paper.

AMT-X: Phase-Structured Multi-Turn Red-Teaming with Checklist-Gated Evaluation Chain of Attack: a Semantic-Driven Contextual Multi-Turn attacker for LLM

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-14T06:40:17.865408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77d14e7c-18df-4b12-a7eb-6e6daf1965b4 · inbound

GFlowRL: Scaling Distribution-Matching RL to Large Language Models cites this paper.

GFlowRL: Scaling Distribution-Matching RL to Large Language Models Chain of Attack: a Semantic-Driven Contextual Multi-Turn attacker for LLM

Reference 1459

Resolution: unresolved; no resolver link, observed 2026-08-02T05:24:41.591181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc1cc635-b8c1-421b-90e9-9363af1ad12d · inbound

Forecasting Trajectory-Level Safety Risks in Black-Box Multi-Turn Interactions cites this paper.

Forecasting Trajectory-Level Safety Risks in Black-Box Multi-Turn Interactions Chain of Attack: a Semantic-Driven Contextual Multi-Turn attacker for LLM

Reference 77

Resolution: unresolved; no resolver link, observed 2026-07-30T20:11:00.858023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.