Paper Citation Record · LEDGER

Denial-of-Service Poisoning Attacks against Large Language Models

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 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 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:01:04.636468Z

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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.

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.

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.

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.

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 2026-08-09T06:31:02.800959+00:00.

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.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.