Pith. sign in

Paper Citation Record · LEDGER

ASTRO: Adaptive Spatio-Temporal Reinforcement Optimization for GNN Powered Anomly Detection in Cyber Physical Systems

As of 19 August 2026, this Paper Citation Record lists 5 of 5 outbound references and 0 inbound Pith citation observations for arXiv:2605.25135.

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

pith.paper-citation-record.v1
2605.25135 v1

Coverage vector

measured 5 of 5 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-30T11:44:21.178653Z

measured 5 of 5 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

5 of 5 outbound references displayed

  • verified exact0
  • verified fuzzy4
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 07507249-cb3b-40b4-a7f0-1be793d125c4 · outbound

This paper cites write newline.

ASTRO: Adaptive Spatio-Temporal Reinforcement Optimization for GNN Powered Anomly Detection in Cyber Physical Systems write newline

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T08:46:07.004761Z

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=arxiv_source observed=2026-06-30T11:44:21.178653Z digest=sha256:b915c784d28944fdc54f4cfec608ad0eced0cb98475d25246aaf82a46cf8a362

Observation e54ef5ce-e4fd-484d-9607-0e0265d3f8a9 · outbound

This paper cites write newline.

ASTRO: Adaptive Spatio-Temporal Reinforcement Optimization for GNN Powered Anomly Detection in Cyber Physical Systems write newline

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T08:46:07.002734Z

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=arxiv_source observed=2026-06-30T11:44:21.178653Z digest=sha256:be4e6ae22a4dddfeaa786b61a4f7f61a0f5dfc3230830e5b78338174757e48e0

Observation 5d9024aa-9e53-4af6-be44-b9241cf72c47 · outbound

This paper cites write newline.

ASTRO: Adaptive Spatio-Temporal Reinforcement Optimization for GNN Powered Anomly Detection in Cyber Physical Systems write newline

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T08:46:06.997892Z

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=arxiv_source observed=2026-06-30T11:44:21.178653Z digest=sha256:b7bd2a9a2c3f52de71f63ed2dc02999dc1d334138f220c7111c71d2bcfb5458d

Observation 0eeec31c-f37f-4aaa-a1b8-4b9be6c39088 · outbound

This paper cites abstract graphicalabstract graphicalabstract highlights Research highlight 1 Research highlight 2 highlights keyword keyword frontmatter Example Section sec1 Section text.

ASTRO: Adaptive Spatio-Temporal Reinforcement Optimization for GNN Powered Anomly Detection in Cyber Physical Systems abstract graphicalabstract graphicalabstract highlights Research highlight 1 Research highlight 2 highlights keyword keyword frontmatter Example Section sec1 Section text

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T08:46:07.000778Z

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=arxiv_source observed=2026-06-30T11:44:21.178653Z digest=sha256:3fcb3bbc06331c3f1cd52ab96f9a2f4bbef7c2eba7a909b94a07c65be79adca2

Observation 91417c9a-611e-4bd5-ab47-7ef0c70b1689 · outbound

This paper cites an unresolved cited work.

ASTRO: Adaptive Spatio-Temporal Reinforcement Optimization for GNN Powered Anomly Detection in Cyber Physical Systems Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-07-09T08:46:07.007184Z

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=arxiv_source observed=2026-06-30T11:44:21.178653Z digest=sha256:3de7fb5d229919c8af129e7a73a427408cd8f2b2e0cb49a826b7e0a1f2702fcc

Pith citing papers

No inbound Pith citation observations are available.