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Paper Citation Record · LEDGER

Crabs: Consuming Resource via Auto-generation for LLM-DoS Attack under Black-box Settings

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2412.13879.

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

pith.paper-citation-record.v1
2412.13879 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T16:15:28.008450Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 43f6b059-17f3-46b5-8091-71beb1cc48b2 · 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 Crabs: Consuming Resource via Auto-generation for LLM-DoS Attack under Black-box Settings

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-05T16:15:28.008450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:15:28.008450Z digest=sha256:a58e225735ce11bb815e3390db384294a2770d7e4dc10adc7793e4958e0ac5df

Observation 84d2b371-d40a-47a9-b99f-109255e71604 · inbound

Inducing Overthink: Hierarchical Genetic Algorithm-based DoS Attack on Black-Box Large Language Reasoning Models cites this paper.

Inducing Overthink: Hierarchical Genetic Algorithm-based DoS Attack on Black-Box Large Language Reasoning Models Crabs: Consuming Resource via Auto-generation for LLM-DoS Attack under Black-box Settings

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-14T18:29:22.067908Z

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.

source=arxiv_source observed=2026-05-14T18:28:49.482841Z digest=sha256:49dd0fa1a9cfd435ed4964dd62011875ad0e81fde464edea3b7791ddcb2dab15

Observation a060cac2-3121-446d-9ca7-7ae2868c91d5 · inbound

Inducing Overthink: Hierarchical Genetic Algorithm-based DoS Attack on Black-Box Large Language Reasoning Models cites this paper.

Inducing Overthink: Hierarchical Genetic Algorithm-based DoS Attack on Black-Box Large Language Reasoning Models Crabs: Consuming Resource via Auto-generation for LLM-DoS Attack under Black-box Settings

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-15T05:55:04.243322Z

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.

source=arxiv_source observed=2026-05-15T05:53:25.657445Z digest=sha256:0e12406c09da08d270225bc3e13b7b3d430ad62d1bc08e37bbccf6f7bab347f5

Observation 0530ddce-f2b1-4f0f-b098-de5d3c7e7bb9 · inbound

Inference Cost Attacks for Retrieval-Augmented Large Language Models cites this paper.

Inference Cost Attacks for Retrieval-Augmented Large Language Models Crabs: Consuming Resource via Auto-generation for LLM-DoS Attack under Black-box Settings

Reference 41

Resolution
verified exact
arxiv_id, observed 2026-06-28T17:02:24.524017Z

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.

source=pdf_text observed=2026-06-28T16:55:50.702951Z digest=sha256:0a8f2f8ffcfebb052edff9d112edb3ed89397d9924fe22ad76f500907ecb0d4a