Paper Citation Record · LEDGER

VeriLeaky: Navigating IP Protection vs Utility in Fine-Tuning for LLM-Driven Verilog Coding

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2503.13116.

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

pith.paper-citation-record.v1
2503.13116 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T18:19:29.305095Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-17T00:31:24.392958Z

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 f94b87c2-a46d-4e0f-9430-dd1eabf9c53b · inbound

LLM Harms: A Taxonomy and Discussion cites this paper.

LLM Harms: A Taxonomy and Discussion VeriLeaky: Navigating IP Protection vs Utility in Fine-Tuning for LLM-Driven Verilog Coding

Reference 204

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:31:24.396820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 069f74b3-17e1-4bed-ae48-267b43e0bc7f · inbound

LLM Harms: A Taxonomy and Discussion cites this paper.

LLM Harms: A Taxonomy and Discussion VeriLeaky: Navigating IP Protection vs Utility in Fine-Tuning for LLM-Driven Verilog Coding

Reference 204

Resolution: unresolved; no resolver link, observed 2026-08-03T18:19:29.305095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 982ddc5e-a566-405b-a35d-1d0eb7bf9e33 · inbound

TrojanGYM: A Detector-in-the-Loop LLM for Adaptive RTL Hardware Trojan Insertion cites this paper.

TrojanGYM: A Detector-in-the-Loop LLM for Adaptive RTL Hardware Trojan Insertion VeriLeaky: Navigating IP Protection vs Utility in Fine-Tuning for LLM-Driven Verilog Coding

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T08:27:42.253279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 460ac2e8-1ceb-41f3-8af0-d6e712d7e005 · inbound

HarmChip: Evaluating Hardware Security Centric LLM Safety via Jailbreak Benchmarking cites this paper.

HarmChip: Evaluating Hardware Security Centric LLM Safety via Jailbreak Benchmarking VeriLeaky: Navigating IP Protection vs Utility in Fine-Tuning for LLM-Driven Verilog Coding

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-10T06:21:27.041830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ab870be2-e076-4920-8600-24a054b8b9f5 · inbound

Focus Session: Hardware and Software Techniques for Accelerating Multimodal Foundation Models cites this paper.

Focus Session: Hardware and Software Techniques for Accelerating Multimodal Foundation Models VeriLeaky: Navigating IP Protection vs Utility in Fine-Tuning for LLM-Driven Verilog Coding

Reference 68

Resolution: verified exact; arxiv_id, observed 2026-05-09T23:04:17.794442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.