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Paper Citation Record · LEDGER

Denial-of-Service Poisoning Attacks against Large Language Models

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 13 inbound Pith citation observations for arXiv:2410.10760.

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

pith.paper-citation-record.v1
2410.10760 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:34:34.747573Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T19:58:53.674198Z

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 a24dff01-4109-437c-967b-261e30120d9d · inbound

Safety at Scale: A Comprehensive Survey of Large Model and Agent Safety cites this paper.

Safety at Scale: A Comprehensive Survey of Large Model and Agent Safety Denial-of-Service Poisoning Attacks against Large Language Models

Reference 202

Resolution
verified exact
arxiv_id, observed 2026-05-23T04:42:34.045096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-23T04:39:04.591722Z digest=sha256:21380d83100443c14ee73ce3c781d146bb17a1e8550108b901cc5011d60be14f

Observation fc94e52a-b113-403a-8675-d156df9e5ad6 · inbound

A Survey of Attacks on Large Language Models cites this paper.

A Survey of Attacks on Large Language Models Denial-of-Service Poisoning Attacks against Large Language Models

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-15T20:34:34.747573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:34:34.747573Z digest=sha256:a1236171b825f01f8291b28d3a6169253fb65367dadf4d8765bbe718c77b5fc1

Observation f850c828-319d-4d9e-b7d8-8fa284b6ad41 · inbound

LingoLoop Attack: Trapping MLLMs via Linguistic Context and State Entrapment into Endless Loops cites this paper.

LingoLoop Attack: Trapping MLLMs via Linguistic Context and State Entrapment into Endless Loops Denial-of-Service Poisoning Attacks against Large Language Models

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-19T09:22:16.144655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-19T09:18:26.804728Z digest=sha256:2928bad8da5fc9d20b8e0f9e1196e1202e0787f3e71e2730e19bc6ada36d3cba

Observation c81f5073-8c84-4a97-b70f-8f3d913953fb · inbound

VSF-Med:A Vulnerability Scoring Framework for Medical Vision-Language Models cites this paper.

VSF-Med:A Vulnerability Scoring Framework for Medical Vision-Language Models Denial-of-Service Poisoning Attacks against Large Language Models

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T23:01:04.636468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:01:04.636468Z digest=sha256:e17c55b8fd4ef54c22768ca195e395147757cea19742c33116ae6bf80f137744

Observation c1e1610d-5587-4038-9dd7-70158ce52b39 · inbound

BadReasoner: Planting Tunable Overthinking Backdoors into Large Reasoning Models for Fun or Profit cites this paper.

BadReasoner: Planting Tunable Overthinking Backdoors into Large Reasoning Models for Fun or Profit Denial-of-Service Poisoning Attacks against Large Language Models

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-15T18:20:49.463977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T18:20:49.463977Z digest=sha256:c0275fea7575cea0ee162898d882ace93cbb8e0b8204362e20949b807374b09f

Observation e76da6fa-9a04-4989-a2fd-5df1dc3459dd · inbound

Hidden Tail: Adversarial Image Causing Stealthy Resource Consumption in Vision-Language Models cites this paper.

Hidden Tail: Adversarial Image Causing Stealthy Resource Consumption in Vision-Language Models Denial-of-Service Poisoning Attacks against Large Language Models

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-05T16:15:27.888478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:15:27.888478Z digest=sha256:3b93887b3a49837e28e8d023ab7ce8ee6778c919315662795e54b785d8ea3a65

Observation 7297f6f0-a653-4231-8e10-521729342a3a · inbound

Poison Once, Refuse Forever: Weaponizing Alignment for Injecting Bias in LLMs cites this paper.

Poison Once, Refuse Forever: Weaponizing Alignment for Injecting Bias in LLMs Denial-of-Service Poisoning Attacks against Large Language Models

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-15T16:51:54.748083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:51:54.748083Z digest=sha256:48b2a83fd3a53855499bca2ca3bd1784a438a1caab8d77243a8934ea603679e6

Observation f7df7216-9188-4b07-81eb-8c57b873d251 · inbound

Throttling Web Agents Using Reasoning Gates cites this paper.

Throttling Web Agents Using Reasoning Gates Denial-of-Service Poisoning Attacks against Large Language Models

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-05T12:28:03.968618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:28:03.968618Z digest=sha256:244b875653778f1c246370e220c83c17c5f9a8d9ea537c4c8953810bd86a237c

Observation b95bbd48-0b56-470a-a81b-4863d2c62098 · inbound

LLM in the Middle: A Systematic Review of Threats and Mitigations to Real-World LLM-based Systems cites this paper.

LLM in the Middle: A Systematic Review of Threats and Mitigations to Real-World LLM-based Systems Denial-of-Service Poisoning Attacks against Large Language Models

Reference 99

Resolution
unresolved
no resolver link, observed 2026-08-04T17:46:18.427501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T17:46:18.427501Z digest=sha256:ec7d5db53ac2e87fe1d1bf5af4f6d07d203b5827c3fca5d4e83262f2904b2224

Observation 179908ff-3821-4d01-86c7-67ce354c9d02 · inbound

Don't Trust Your Upstream: Exploiting LLM Multi-Agent System via Topology-Guided Adversarial Propagation cites this paper.

Don't Trust Your Upstream: Exploiting LLM Multi-Agent System via Topology-Guided Adversarial Propagation Denial-of-Service Poisoning Attacks against Large Language Models

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-17T03:03:55.328455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-17T03:03:28.418503Z digest=sha256:2ad5654a0c070f649c7a7d8b336cd7ed66f5ec34b4ed28b488dd9a6c63b5d193

Observation e8c407c6-de95-4472-8c76-0d1896a9577a · inbound

RepetitionCurse: Measuring and Understanding Router Imbalance in Mixture-of-Experts LLMs under DoS Stress cites this paper.

RepetitionCurse: Measuring and Understanding Router Imbalance in Mixture-of-Experts LLMs under DoS Stress Denial-of-Service Poisoning Attacks against Large Language Models

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-03T13:34:27.693542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:34:27.693542Z digest=sha256:cdb28563fcd983812b27dc29b752a1979184959d3c7cd2b39440a527040f5dea

Observation 6ec06669-94dc-4101-af24-7890c6f97ebe · inbound

Can a Single Message Paralyze the AI Infrastructure? The Rise of AbO-DDoS Attacks through Targeted Mobius Injection cites this paper.

Can a Single Message Paralyze the AI Infrastructure? The Rise of AbO-DDoS Attacks through Targeted Mobius Injection Denial-of-Service Poisoning Attacks against Large Language Models

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-13T02:27:07.134952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-13T02:25:35.652808Z digest=sha256:8bcbe146082fa766cf95d10d5b32652fe6c79bdf71c28773ff0c4bb136902e71

Observation 7357d3fe-dcf3-4abb-a5e0-bcbf65c3a7cb · inbound

Overthink-Triggered Slowdown Attacks on LVLM-Based Robotic Systems cites this paper.

Overthink-Triggered Slowdown Attacks on LVLM-Based Robotic Systems Denial-of-Service Poisoning Attacks against Large Language Models

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-07-03T19:58:53.675679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-07-03T19:52:11.018335Z digest=sha256:b730461a2f7961acbd4684dbb11be01e2ff07c13fb29183b31d11eb5c9f47fc4