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Paper Citation Record · LEDGER

SAM Encoder Breach by Adversarial Simplicial Complex Triggers Downstream Model Failures

As of 18 August 2026, this Paper Citation Record lists 3 of 3 outbound references and 0 inbound Pith citation observations for arXiv:2508.06127.

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

pith.paper-citation-record.v1
2508.06127 v1

Coverage vector

measured 3 of 3 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T22:55:55.452628Z

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

3 of 3 outbound references displayed

  • verified exact0
  • verified fuzzy2
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6cd2fcaf-61f8-4225-9562-d85ff4e51e08 · outbound

This paper cites 2020, OpenAI.

SAM Encoder Breach by Adversarial Simplicial Complex Triggers Downstream Model Failures 2020, OpenAI

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:55:55.509417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T22:55:55.444329Z digest=sha256:7cd1805c1659f534532f2027b74572de710036d6de4a88d77735a6109f967f98

Observation 6ea0d6b9-0664-4efa-b0a1-9aa9c1686f9d · outbound

This paper cites Why is the sea blue?.

SAM Encoder Breach by Adversarial Simplicial Complex Triggers Downstream Model Failures Why is the sea blue?

Reference 2017

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:55:55.497583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T22:55:55.452628Z digest=sha256:ed9a4db2172404e68178f2e34579f19b2a561da9dd33515a8e4d38beaec088d2

Observation 3f4fb693-23e0-43ed-b0ab-89bd60590180 · outbound

This paper cites LLM Serving Optimization with Variable Prefill and Decode Lengths.

SAM Encoder Breach by Adversarial Simplicial Complex Triggers Downstream Model Failures LLM Serving Optimization with Variable Prefill and Decode Lengths

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-05T22:55:55.448797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:55:55.448797Z digest=sha256:2c20e018a06328b5962709035636912dcb703f17cd1ba624fa5a69a91a690133

Pith citing papers

No inbound Pith citation observations are available.