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Paper Citation Record · LEDGER

Large Language Models and Attention-Based AI for Hardware Design and Security: Progress, Challenges, and Opportunities

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2504.08854.

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

pith.paper-citation-record.v1
2504.08854 v3

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 2026-08-20T06:33:59.587034+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:20:07.049247Z

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 4b6c1872-2e44-4e81-a831-00341193c28d · inbound

AI Agents for Photonic Integrated Circuit Design Automation cites this paper.

AI Agents for Photonic Integrated Circuit Design Automation Large Language Models and Attention-Based AI for Hardware Design and Security: Progress, Challenges, and Opportunities

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-15T17:20:07.049247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:20:07.049247Z digest=sha256:807fbc168e88404a8d96b2dfa1eeb99b48d2844bb5e63e2f0341a776ad1df617

Observation 8167a1db-5ae7-49cf-970c-248f3a33be0d · inbound

RAG-PRISM: A Personalized, Rapid, and Immersive Skill Mastery Framework with Adaptive Retrieval-Augmented Tutoring cites this paper.

RAG-PRISM: A Personalized, Rapid, and Immersive Skill Mastery Framework with Adaptive Retrieval-Augmented Tutoring Large Language Models and Attention-Based AI for Hardware Design and Security: Progress, Challenges, and Opportunities

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-05T13:25:33.236282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:25:33.236282Z digest=sha256:35d89001cee58c2fb63073b1e0d4b0a6554d14fae00b1ed831135fd72ec3842e

Observation 37f646a9-e5c9-40f4-88a5-5fda82e369c3 · inbound

Surveying GenAI-based Automation in Printed Circuit Board Design and Test cites this paper.

Surveying GenAI-based Automation in Printed Circuit Board Design and Test Large Language Models and Attention-Based AI for Hardware Design and Security: Progress, Challenges, and Opportunities

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-07-29T00:24:31.099035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-27T08:13:14.791508Z digest=sha256:d3800b679d58ff790213fc7251c545e502ebe8c0198ed4e28f599a2bade05e16

Observation ebed98c8-64a4-49b9-bfe4-eb1cad9e5a3a · inbound

LIB-TRAP: Standard Cell Library Hardware Trojan Risk Assessment and Prevention cites this paper.

LIB-TRAP: Standard Cell Library Hardware Trojan Risk Assessment and Prevention Large Language Models and Attention-Based AI for Hardware Design and Security: Progress, Challenges, and Opportunities

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-07-29T00:24:31.099035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T19:49:35.886061Z digest=sha256:88a587048ad67b2b2d9da10d8671c393f6af51d3c2824d809fd46ab00a11d62a