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Paper Citation Record · LEDGER

Insights and Current Gaps in Open-Source LLM Vulnerability Scanners: A Comparative Analysis

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2410.16527.

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

pith.paper-citation-record.v1
2410.16527 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:45:59.497304Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T14:17:05.976598Z

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 d0620f5d-573e-4fa2-8384-c8c813a13187 · inbound

Explicit Vulnerability Generation with LLMs: An Investigation Beyond Adversarial Attacks cites this paper.

Explicit Vulnerability Generation with LLMs: An Investigation Beyond Adversarial Attacks Insights and Current Gaps in Open-Source LLM Vulnerability Scanners: A Comparative Analysis

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T17:45:59.497304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:45:59.497304Z digest=sha256:f52139aa30cda0a32eb113e37b3e3cfc148ac67cc2dcb106c9d432d7a1b33b64

Observation 072bb186-21ed-4970-b1a5-2736ca0e1f66 · inbound

OneShield -- the Next Generation of LLM Guardrails cites this paper.

OneShield -- the Next Generation of LLM Guardrails Insights and Current Gaps in Open-Source LLM Vulnerability Scanners: A Comparative Analysis

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-08-06T14:17:06.013232Z

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=2026-08-06T14:17:02.418091Z digest=sha256:e753a41d8cff3231da4a36cf361d673af02729c0dcbea8a65c724c635ed34b4c

Observation e33e1fa9-f5d1-4d3b-bfcc-e6825eb985d9 · inbound

LLM in the Middle: A Systematic Review of Threats and Mitigations to Real-World LLM-based Systems cites this paper.

LLM in the Middle: A Systematic Review of Threats and Mitigations to Real-World LLM-based Systems Insights and Current Gaps in Open-Source LLM Vulnerability Scanners: A Comparative Analysis

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-04T17:46:13.018967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T17:46:13.018967Z digest=sha256:2e555b1515ece9e6975e6cb596788f2b89356ef0c70b313d10b8e989c268c3eb