Pith. sign in

Paper Citation Record · LEDGER

Demystifying Arch-hints for Model Extraction: An Attack in Unified Memory System

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2208.13720.

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

pith.paper-citation-record.v1
2208.13720 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T18:12:37.983549Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T13:50:22.656997Z

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 19a9bca6-64f6-4a18-8fac-44253b98a877 · inbound

A Systematic Survey of Model Extraction Attacks and Defenses: State-of-the-Art and Perspectives cites this paper.

A Systematic Survey of Model Extraction Attacks and Defenses: State-of-the-Art and Perspectives Demystifying Arch-hints for Model Extraction: An Attack in Unified Memory System

Reference 219

Resolution
unresolved
no resolver link, observed 2026-08-05T18:12:37.983549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:12:37.983549Z digest=sha256:0c6c314e44bbb63b24abecdc8525198f64fb460472460a9aebd7de67bb017a50

Observation ee4b1506-eaeb-463f-9581-3166e9c0f9f2 · inbound

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals cites this paper.

ShadowScope: GPU Monitoring and Validation via Composable Side Channel Signals Demystifying Arch-hints for Model Extraction: An Attack in Unified Memory System

Reference 65

Resolution
verified exact
local_arxiv, observed 2026-08-05T13:50:22.698303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T13:50:21.632610Z digest=sha256:68d5876081449132f92bb0d60ae57e167b7fe351917fe65f5fc1bac3285991b9