Pith. sign in

Paper Citation Record · LEDGER

ISC4DGF: Enhancing Directed Grey-box Fuzzing with LLM-Driven Initial Seed Corpus Generation

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2409.14329.

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

pith.paper-citation-record.v1
2409.14329 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 2026-08-06T06:34:29.942622+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T07:50:04.462311Z

measured 0 of 1 external citation measurements

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

Source: cited_works

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 3da90131-9cd9-4043-a98c-c4df1b3edba1 · inbound

SeedSmith: LLM-Driven Seed Synthesis for Directed Fuzzing cites this paper.

SeedSmith: LLM-Driven Seed Synthesis for Directed Fuzzing ISC4DGF: Enhancing Directed Grey-box Fuzzing with LLM-Driven Initial Seed Corpus Generation

Reference 55

Resolution
unresolved
no resolver link, observed 2026-07-13T05:34:48.774019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T05:34:48.774019Z digest=sha256:0b0e35bfff35d6f7c4144dbfd2f8b6fea71862ae4fb5c9b16815714329dd87ee

Observation c22e6248-9fbe-4b4e-b1f5-d245b266aefa · inbound

SeedSmith: LLM-Driven Seed Synthesis for Directed Fuzzing cites this paper.

SeedSmith: LLM-Driven Seed Synthesis for Directed Fuzzing ISC4DGF: Enhancing Directed Grey-box Fuzzing with LLM-Driven Initial Seed Corpus Generation

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-02T07:50:04.462311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T07:50:04.462311Z digest=sha256:c601457d8fb5856b6deb602b3f6c531ad73f091a734b9575b240e68f4a2d8363