Paper Citation Record · LEDGER

Secret Breach Detection in Source Code with Large Language Models

As of 20 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 1 inbound Pith citation observation for arXiv:2504.18784.

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

pith.paper-citation-record.v1
2504.18784 v2

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:13:07.079806Z

measured 39 of 39 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-18T10:31:36.556121Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T10:32:33.962799Z

Reference resolution

38 of 38 outbound references displayed

verified exact0
verified fuzzy19
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 94543aca-cc15-49fe-8f31-e3dddff4c80f · outbound

This paper cites What are secrets?.

Secret Breach Detection in Source Code with Large Language Models What are secrets?

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:13:07.706893Z

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.

Observation 5cb1724c-3795-42ec-a883-597ae5a3cde2 · outbound

This paper cites Kreichman.

Secret Breach Detection in Source Code with Large Language Models Kreichman

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:13:07.692987Z

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.

Observation 370bb001-975c-475f-8052-c07676a7dbfe · outbound

This paper cites (2024) State of secrets sprawl report 2023.

Secret Breach Detection in Source Code with Large Language Models (2024) State of secrets sprawl report 2023

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:13:07.679811Z

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.

Observation 29304876-a722-4b3d-b52e-c05b79edaa03 · outbound

This paper cites an unresolved cited work.

Secret Breach Detection in Source Code with Large Language Models Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:13:07.667646Z

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.

Observation abfdede8-cca3-451d-8b85-f34f8c0604a1 · outbound

This paper cites (2023) Sophos 2023 threat report.

Secret Breach Detection in Source Code with Large Language Models (2023) Sophos 2023 threat report

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:13:07.650216Z

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.

Observation ec11234b-5095-4215-ba45-a0e5838d4cd7 · outbound

This paper cites (2024) The state of secrets sprawl report 2024.

Secret Breach Detection in Source Code with Large Language Models (2024) The state of secrets sprawl report 2024

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:13:07.636223Z

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.

Observation 7d7472d9-411b-4d1c-aadc-0b66758ab0b2 · outbound

This paper cites Kandasamy.

Secret Breach Detection in Source Code with Large Language Models Kandasamy

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:13:07.617708Z

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.

Observation 8fec517d-aacc-4569-b230-2f91a9150447 · outbound

This paper cites (2016) Trufflehog.

Secret Breach Detection in Source Code with Large Language Models (2016) Trufflehog

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:13:07.593578Z

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.

Observation 0a5a7c6e-4841-45b3-9b3e-992878f856c4 · outbound

This paper cites (2014) gitrob.

Secret Breach Detection in Source Code with Large Language Models (2014) gitrob

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:13:07.576900Z

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.

Observation 280a8310-44e9-4485-9b71-96db503b3ea2 · outbound

This paper cites (2017) ggshield.

Secret Breach Detection in Source Code with Large Language Models (2017) ggshield

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:13:07.562873Z

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.

Observation caa0dcea-a98d-44c6-8f6c-9a527f4794b6 · outbound

This paper cites (2018) Gitleaks.

Secret Breach Detection in Source Code with Large Language Models (2018) Gitleaks

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:13:07.546293Z

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.

Observation 30583922-0b3d-42b0-8310-aa8c6fd98290 · outbound

This paper cites Security.

Secret Breach Detection in Source Code with Large Language Models Security

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:13:07.530074Z

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.

Observation 71e8e49f-a7f2-4284-b289-1ca32910eff2 · outbound

This paper cites A mathematical theory of communication,.

Secret Breach Detection in Source Code with Large Language Models A mathematical theory of communication,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:06.972175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0228be4-e50d-453e-8075-649af7e168ed · outbound

This paper cites A comparative study of software secrets reporting by secret detection tools,.

Secret Breach Detection in Source Code with Large Language Models A comparative study of software secrets reporting by secret detection tools,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:13:07.508217Z

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.

Observation 8f20e6b5-e712-40b5-aea9-072ed1522716 · outbound

This paper cites How bad can it git? characterizing secret leakage in public github repositories.

Secret Breach Detection in Source Code with Large Language Models How bad can it git? characterizing secret leakage in public github repositories

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:13:07.494743Z

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.

Observation bfc0e4d9-8879-4a7e-a82f-5fdc3b1e9429 · outbound

This paper cites Detecting and mitigating secret-key leaks in source code repositories,.

Secret Breach Detection in Source Code with Large Language Models Detecting and mitigating secret-key leaks in source code repositories,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:13:07.479065Z

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.

Observation ccf44cf0-14e9-4011-930a-6aaeef47607f · outbound

This paper cites Secrets in source code: Reducing false positives using machine learning,.

Secret Breach Detection in Source Code with Large Language Models Secrets in source code: Reducing false positives using machine learning,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:13:07.466034Z

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.

Observation 4f232aba-3e3a-4862-8310-8259b9e5018f · outbound

This paper cites (2024) Getting started with the rest api.

Secret Breach Detection in Source Code with Large Language Models (2024) Getting started with the rest api

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:13:07.452240Z

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.

Observation 21745529-6362-41af-bbac-c951762096c3 · outbound

This paper cites Automated detection of password leakage from public github repositories,.

Secret Breach Detection in Source Code with Large Language Models Automated detection of password leakage from public github repositories,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:13:07.439190Z

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.

Observation 62331b22-72c6-439e-9d01-3e7edc8467e1 · outbound

This paper cites (2012) git-crypt.

Secret Breach Detection in Source Code with Large Language Models (2012) git-crypt

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:13:07.425744Z

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.

Observation 004dad22-d028-43cd-afbf-e96698f583a6 · outbound

This paper cites Secret Leak Detection in Software Issue Reports using LLMs: A Comprehensive Evaluation.

Secret Breach Detection in Source Code with Large Language Models Secret Leak Detection in Software Issue Reports using LLMs: A Comprehensive Evaluation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:07.006585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20ef3702-8d5d-457a-a882-b505fe6b8052 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Secret Breach Detection in Source Code with Large Language Models BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:07.010721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c1efc81-bae5-42d5-8eeb-dc96e86c1d32 · outbound

This paper cites SecretBench: A Dataset of Software Secrets.

Secret Breach Detection in Source Code with Large Language Models SecretBench: A Dataset of Software Secrets

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:07.014470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b85bbb87-e588-47cb-921f-85b768c734a2 · outbound

This paper cites (2023) Regular expressions used in secretbench dataset.

Secret Breach Detection in Source Code with Large Language Models (2023) Regular expressions used in secretbench dataset

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:07.018603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88339ede-d66e-496d-9bc2-e15491f02809 · outbound

This paper cites Large Language Models For Text Classification: Case Study And Comprehensive Review.

Secret Breach Detection in Source Code with Large Language Models Large Language Models For Text Classification: Case Study And Comprehensive Review

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:07.023715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3774d4ea-9e89-4c6d-8033-fe4b418dc595 · outbound

This paper cites Can Large Language Models Understand Context?.

Secret Breach Detection in Source Code with Large Language Models Can Large Language Models Understand Context?

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:07.028334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 486926ed-8372-4413-a668-56d549c35821 · outbound

This paper cites An Empirical Study on Capability of Large Language Models in Understanding Code Semantics.

Secret Breach Detection in Source Code with Large Language Models An Empirical Study on Capability of Large Language Models in Understanding Code Semantics

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:07.032527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6df407cb-3884-47bc-8d71-1b262c2c73aa · outbound

This paper cites GPT-4 Technical Report.

Secret Breach Detection in Source Code with Large Language Models GPT-4 Technical Report

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:07.036903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 316d611b-9880-4601-8497-a7cb02a0c448 · outbound

This paper cites DeepSeek-V3 Technical Report.

Secret Breach Detection in Source Code with Large Language Models DeepSeek-V3 Technical Report

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:07.041240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9be91907-5519-4fa2-a121-54958d527149 · outbound

This paper cites an unresolved cited work.

Secret Breach Detection in Source Code with Large Language Models Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:13:07.411478Z

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.

Observation eff5531f-d9a8-4888-a8c3-b53c3566f6aa · outbound

This paper cites Determination of context window size,.

Secret Breach Detection in Source Code with Large Language Models Determination of context window size,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:13:07.397788Z

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.

Observation 012d7ab2-8083-4ca7-a230-d0cd88472e75 · outbound

This paper cites Language mod- els are few-shot learners,.

Secret Breach Detection in Source Code with Large Language Models Language mod- els are few-shot learners,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:07.053231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb2df997-03ab-48a7-8315-af37642f5ec5 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Secret Breach Detection in Source Code with Large Language Models LLaMA: Open and Efficient Foundation Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:07.058432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44b244c5-ab87-4059-b643-a758ff09c157 · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

Secret Breach Detection in Source Code with Large Language Models Gemma: Open Models Based on Gemini Research and Technology

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:07.062717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63ab136c-422f-4549-9d93-bbd7c7635861 · outbound

This paper cites Code Llama: Open Foundation Models for Code.

Secret Breach Detection in Source Code with Large Language Models Code Llama: Open Foundation Models for Code

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:07.067300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation deb6747b-65a6-46f7-825e-7874d4ffb047 · outbound

This paper cites Finetuned Language Models Are Zero-Shot Learners.

Secret Breach Detection in Source Code with Large Language Models Finetuned Language Models Are Zero-Shot Learners

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:07.072051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15a5da75-d413-48af-ac80-751e2a3ba355 · outbound

This paper cites QLoRA: Efficient Finetuning of Quantized LLMs.

Secret Breach Detection in Source Code with Large Language Models QLoRA: Efficient Finetuning of Quantized LLMs

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:07.075605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2825b64-589c-4a81-b497-5d70d50c634c · outbound

This paper cites Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment.

Secret Breach Detection in Source Code with Large Language Models Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-16T10:13:07.079806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 12ecb5bf-8b56-4903-867d-212608f5c422 · inbound

You Have Been LaTeXpOsEd: A Systematic Analysis of Information Leakage in Preprint Archives Using Large Language Models cites this paper.

You Have Been LaTeXpOsEd: A Systematic Analysis of Information Leakage in Preprint Archives Using Large Language Models Secret Breach Detection in Source Code with Large Language Models

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-18T10:32:33.965655Z

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.