Pith. sign in

Paper Citation Record · LEDGER

SAM Encoder Breach by Adversarial Simplicial Complex Triggers Downstream Model Failures

As of 9 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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T22:55:55.444329Z digest=sha256:d04c30bdff47b9b50186d91981dbcb0fb5d861f83b71669cfc99fc0a4a204e8a

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

source=pdf_text observed=2026-08-05T22:55:55.452628Z digest=sha256:7bead9ec21504727fd7409e0ad86e67c64388eaa186d5a4058a27d3ad87bd210

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=sha256:90ee049de4856637b36695e6a739676c07825097f4079a9488cd71d1bab2ce9b

Pith citing papers

No inbound Pith citation observations are available.