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Paper Citation Record · LEDGER

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling

As of 16 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 1 inbound Pith citation observation for arXiv:2507.18289.

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

pith.paper-citation-record.v1
2507.18289 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:21:41.604969Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-22T08:18:29.016581Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T08:21:16.932153Z

Reference resolution

37 of 37 outbound references displayed

  • verified exact0
  • verified fuzzy1
  • unresolved35
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 54e1d6a9-2205-4a35-9910-b4b7da0c351e · outbound

This paper cites an unresolved cited work.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:21:42.266179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:21:41.461116Z digest=sha256:b9dc304c6399e07e96b22365cf291337f125741ccdfc99eceafc5c296a0ffc54

Observation 3867857e-0b1f-408e-bec4-3f5455347fcf · outbound

This paper cites an unresolved cited work.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:21:42.254104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:21:41.468136Z digest=sha256:d0596124c3a5f074ecaf178712ac9e86a3a74a0f471868faeff70c3024c70c16

Observation 542adaae-dba1-4941-a5e5-381bb005b0ba · outbound

This paper cites an unresolved cited work.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-15T18:21:41.472296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:21:41.472296Z digest=sha256:2db2d3f78c22d31890df2113c981c68f531f612f47da2fbc7f4c888fe7ed2bac

Observation eb9dd8a8-e3c7-4d75-944f-94d064f1a6ad · outbound

This paper cites an unresolved cited work.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-15T18:21:41.476484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:21:41.476484Z digest=sha256:aadd67285ccd68ae7fd21d5c172cbd42a5570f5edcaf6f3475cd76530c0a0279

Observation 8ef18721-0d8f-412b-baf1-5880e1330430 · outbound

This paper cites an unresolved cited work.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:21:42.233070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:21:41.480484Z digest=sha256:7f4bf0744acac1f101c3a8213d2e93dbdba2481787cbff761a6263cc0263d1cb

Observation 6fb3d967-194f-4a8d-9d33-124df8399e31 · outbound

This paper cites an unresolved cited work.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:21:42.221431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:21:41.484520Z digest=sha256:b01faeae917476ea63a796a3909f46e81e1c3b34f16a85ce7d3dd72e9cd0b926

Observation dbd57f2f-d177-48c4-9c56-5873258acd12 · outbound

This paper cites Introduction to Online Convex Optimization.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling Introduction to Online Convex Optimization

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-15T18:21:41.489445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:21:41.489445Z digest=sha256:4001f38025a7b516cdc37d2e6cbae7fdfdb69ac0f97e12de0e7252ed7cce3bc3

Observation 262c2ca6-83d8-4b39-b27d-f0f525936587 · outbound

This paper cites an unresolved cited work.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:21:42.207329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:21:41.494041Z digest=sha256:1279bc607ddc111c690acce772531dab6cb51b1cfd38a80523129a58faec36cf

Observation 313b87d2-92e5-440b-84cc-05467e9d1f49 · outbound

This paper cites an unresolved cited work.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:21:42.192942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:21:41.498911Z digest=sha256:a76e3120912b80ba3c7fe989e0ca0ecda585f01b33f6111979ff9b97b66019c9

Observation f917aa8d-6b59-40d6-8d8c-8a9f7efd45b6 · outbound

This paper cites an unresolved cited work.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:21:42.181149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:21:41.503269Z digest=sha256:a12326b8c9abcca52356814fb31688d1e587ea60e743c769b486da5ae3979d9d

Observation dfb4826e-8b14-4e80-8a99-5e0412de502e · outbound

This paper cites an unresolved cited work.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:21:42.169913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:21:41.507404Z digest=sha256:3630db22537aef83da2562239249980de11381df370929b5e573892704c8165a

Observation c1f289f0-070f-4dd4-98e2-9115f536939d · outbound

This paper cites A Quantitative and Qualitative Evaluation of LLM-Based Explainable Fault Localization.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling A Quantitative and Qualitative Evaluation of LLM-Based Explainable Fault Localization

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-15T18:21:41.511511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:21:41.511511Z digest=sha256:2caad20a4c4464816c146e02f634910b3eccab4c8a752dc2ccc7d4682cbe0a1e

Observation 01392e42-71c7-47ec-82e5-cb12c7ba61a3 · outbound

This paper cites Explainable Automated Debugging via Large Language Model-driven Scientific Debugging.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling Explainable Automated Debugging via Large Language Model-driven Scientific Debugging

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T18:21:41.515949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:21:41.515949Z digest=sha256:63fab05de843876734e1fbd98e699d2fced424ee7026eadf9a2983a85d3ffb45

Observation e966f55f-9a79-44ae-a83e-2eed7ed3f555 · outbound

This paper cites an unresolved cited work.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:21:42.156613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:21:41.520166Z digest=sha256:e3debf0080070a96119fec09c197950eadb20e944aa775d3da53ef8f84fc8ae0

Observation 057f55f8-03ee-4c4c-b57c-228423f83863 · outbound

This paper cites an unresolved cited work.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:21:42.142667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:21:41.524471Z digest=sha256:df8555866cf6f1724865c6b47cedb9328589e51adb26573d60df0580e94ba536

Observation b0881960-f7e5-4d7b-b281-cffbb6bee220 · outbound

This paper cites an unresolved cited work.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-15T18:21:41.528679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:21:41.528679Z digest=sha256:105165502e2662a2f23ee4abccb3f6b492f7d62ff4e4767f8f1e0a21319fa045

Observation 763c20ab-cc30-48f4-83df-3628f9a9c2d1 · outbound

This paper cites an unresolved cited work.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-15T18:21:41.533042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:21:41.533042Z digest=sha256:0093bd8c72e76de16432ce95fce6b0c62ab72d2fcf3ccbc03f645e57e28f977f

Observation 5fbe838e-1d55-4d3f-b895-8ef9a5a94f8a · outbound

This paper cites an unresolved cited work.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-15T18:21:41.537439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:21:41.537439Z digest=sha256:6972d18f077bb72bb048e0bcda07d9fbc2a029ccc8126b7f759ab793ac7ac74a

Observation 496f4a04-a3f0-445a-8d50-3adf5a01f58c · outbound

This paper cites an unresolved cited work.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-15T18:21:41.541362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:21:41.541362Z digest=sha256:ec84d57d47d08d5fb8ea95e0ba425874cb4d406c361e6980ef3472f7b5251e8a

Observation b0815cfa-8111-48f5-8546-19282135312e · outbound

This paper cites an unresolved cited work.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:21:42.106360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:21:41.545360Z digest=sha256:a9a7764135000177706f24a3cafc3f3119502e58994908e37b1bb4eab8c085ee

Observation 71c12a0e-136d-499e-91d5-72f386f1d99f · outbound

This paper cites an unresolved cited work.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:21:42.091302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:21:41.549208Z digest=sha256:d8640cde78020d1856e7c02c6bbd8039bf3109d5d820389e97434061f19e609c

Observation 74f75486-1a0b-48b7-b5cd-eceec3f6ada0 · outbound

This paper cites DIVAS: An LLM-based End-to-End Framework for SoC Security Analysis and Policy-based Protection.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling DIVAS: An LLM-based End-to-End Framework for SoC Security Analysis and Policy-based Protection

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-15T18:21:41.552991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:21:41.552991Z digest=sha256:6b1936741c43a47a8c51553a831beb00b164cc2df11b8fb24f1c10bf3de9af9b

Observation 3cadbb5d-f9ad-45b9-940e-dc5b2d857f72 · outbound

This paper cites an unresolved cited work.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-15T18:21:41.557020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:21:41.557020Z digest=sha256:a1228bc0ed3a8d18780984ced7355d70595af85671dbd6e911e533a52e03e26b

Observation e981c59c-95ec-4ade-8696-3100f07cc001 · outbound

This paper cites an unresolved cited work.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:21:42.073645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:21:41.559967Z digest=sha256:488fcde2eebc75b1b945b034d751350d4418f997d5f77c28f91fe5d1c1c45e91

Observation a314f6f8-cbed-424f-885c-d94944107aa6 · outbound

This paper cites an unresolved cited work.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:21:42.063561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:21:41.563177Z digest=sha256:422eb3a6162749bad6b42645b5dba693228a81d3357e074afbc4c3ee0d5abf6d

Observation 4085a40e-d626-450a-9f14-cf69100e9d01 · outbound

This paper cites an unresolved cited work.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:21:42.051920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:21:41.566080Z digest=sha256:3085bd199082417f52905c5455c155ee3449730efb5ec5dce2e4ee1fec9ed487

Observation 2fc49516-c942-4cb2-a387-fc4d8c697ae0 · outbound

This paper cites A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-15T18:21:41.569100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:21:41.569100Z digest=sha256:c3a5d552d53b0cbe7c6fa2f6a008fd49d025dced586e9dffb840748afe33449d

Observation 95529684-a73e-4335-af83-1c52c56735d6 · outbound

This paper cites Can Large Language Models Write Good Property-Based Tests?.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling Can Large Language Models Write Good Property-Based Tests?

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-15T18:21:41.572676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:21:41.572676Z digest=sha256:a0e7afe571a6ec81d38fa5c002c1ae982e98ae91699a890d3368c68cd7e39bd2

Observation dbff276f-81d6-41e5-827d-db90caf02b03 · outbound

This paper cites SWI-Prolog.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling SWI-Prolog

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-15T18:21:41.576209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:21:41.576209Z digest=sha256:d6bdd2257fe74d0c9d98b8579228e6307bcf477b523eed58cca497180113e78b

Observation 2e980da4-ab5e-4e69-a1ed-934c64be349b · outbound

This paper cites an unresolved cited work.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-15T18:21:41.579443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:21:41.579443Z digest=sha256:4d0ecb628090e013e03ed50ca8bb40faee9dba40fe199467237b4149e371d766

Observation 308b66d0-8ddf-4979-ba58-25ae83761eae · outbound

This paper cites ChatUniTest: A Framework for LLM-Based Test Generation.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling ChatUniTest: A Framework for LLM-Based Test Generation

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-15T18:21:41.582585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:21:41.582585Z digest=sha256:565747f2c4c200cedf54b32df94a421d10cd0d9e2f919806ccedcf4f21e3a941

Observation 641a6a31-4b92-4814-b084-220c10aa056f · outbound

This paper cites CKGFuzzer: LLM-Based Fuzz Driver Generation Enhanced By Code Knowledge Graph.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling CKGFuzzer: LLM-Based Fuzz Driver Generation Enhanced By Code Knowledge Graph

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-15T18:21:41.585742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:21:41.585742Z digest=sha256:c6ef61319749e60a9d1ab03e56ed24fe447ae24d5ae855b1b90ad942bd5ebd1a

Observation 9db37f02-d9b4-41e6-b048-dfa1dd2408e5 · outbound

This paper cites an unresolved cited work.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:21:42.032955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:21:41.589705Z digest=sha256:147bf075ae09c0d5103ace362642286d453fbcca82b2ee73afe6e8c3ac0c00fb

Observation d1b94f4d-1b48-4159-9cec-34775c26a313 · outbound

This paper cites 2021.{APICraft}: Fuzz driver generation for closed-source{SDK} libraries.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling 2021.{APICraft}: Fuzz driver generation for closed-source{SDK} libraries

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:21:42.020500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:21:41.593388Z digest=sha256:fed7916125f96282d19c32c2720e416f6ac3530f1002aaaa084e9c90cd5f59b8

Observation f4578305-4453-427f-9c08-e6c64b3c7ed8 · outbound

This paper cites an unresolved cited work.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-15T18:21:41.596947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:21:41.596947Z digest=sha256:6d6130c1e94bbd3d188d4a40ef5436f01e6ee0c941d338d4ca8ff43fd83d612c

Observation a5c3d255-0cd7-4c18-b39e-ca693dc366da · outbound

This paper cites an unresolved cited work.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-15T18:21:41.601123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:21:41.601123Z digest=sha256:2b8d6cda4a260dcaba26be1a2c199491f57b618641ae585d4e5e666bbe9e2d84

Observation 06be6447-744a-4bce-bd17-a03607e0372a · outbound

This paper cites Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models.

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 37

Resolution
malformed identifier
no resolver link, observed 2026-08-15T18:21:41.604969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:21:41.604969Z digest=sha256:71cbcf1014455b444f2efdce27536dd3752385beb6c9676c7edd57f314a88889

Pith citing papers

Observation 16c54185-d357-461e-a605-58d31cd7265a · inbound

Quality-Assured Fuzz Harness Generation via the Four Principles Framework cites this paper.

Quality-Assured Fuzz Harness Generation via the Four Principles Framework Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-05-22T08:21:16.934928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-22T08:18:29.016581Z digest=sha256:b9c350d4d32812a870116a434092c19483cae2ed35c5349b89766f13ce896a04