Pith. sign in

Paper Citation Record · LEDGER

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair

As of 21 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 1 inbound Pith citation observation for arXiv:2505.13103.

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

pith.paper-citation-record.v1
2505.13103 v2

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:24:12.735014Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:49:32.558692Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T23:49:33.137755Z

Reference resolution

65 of 65 outbound references displayed

  • verified exact0
  • verified fuzzy51
  • unresolved13
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d7040dd4-0b8b-4390-87b7-f44ebb545109 · outbound

This paper cites an unresolved cited work.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:24:13.449263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.519856Z digest=sha256:ce81fdbd61b37fc5af7d4ee09e3b7420e91e8218c1c9d3632981131696241b8d

Observation e0e7b214-0cfc-46d5-b544-3e7cd4ff4ce7 · outbound

This paper cites Cvefixes: automated collection of vulner- abilities and their fixes from open-source software.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Cvefixes: automated collection of vulner- abilities and their fixes from open-source software

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-15T20:24:12.524257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:24:12.524257Z digest=sha256:209455b78dcea44bec5170c140c3e1aaf70d700cfa5e0f65a51332121b2ad8de

Observation ab15530f-6f2a-44ed-9ffc-149185a91220 · outbound

This paper cites Escape modern web-based app sandbox from site- isolation perspective.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Escape modern web-based app sandbox from site- isolation perspective

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.431178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.527990Z digest=sha256:45fb0c85cf59a6f4df1cf555f8e2d5e53ff9ec01b83b02288f0e6eb40abe64c3

Observation a12fc979-3f5c-47f5-9767-894050094940 · outbound

This paper cites Reviving jit vulnerabilities: Unleashing the power of maglev compiler bugs on chrome browser.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Reviving jit vulnerabilities: Unleashing the power of maglev compiler bugs on chrome browser

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.420312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.532061Z digest=sha256:83bb86c1ae68895a4a8c407893a5d4406c29eb372529d4b49751b85d7fca15e3

Observation 7e18e7f8-d684-469a-ad63-2202e92b7cbf · outbound

This paper cites In 33rd USENIX Security Symposium (USENIX Security 24), pages 919–935, 2024.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair In 33rd USENIX Security Symposium (USENIX Security 24), pages 919–935, 2024

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.408705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.535908Z digest=sha256:07785a0a612d194e1f1b6159ef0ec0a9f918a43632efacd24c092070ad36c0e0

Observation 57fe280f-d3d5-46fe-a32e-33d092f2959d · outbound

This paper cites Taking the next step: Oss-fuzz in 2023, 2023.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Taking the next step: Oss-fuzz in 2023, 2023

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.397624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.539827Z digest=sha256:2b3655b2129aeeb0159523b4e5c527c63c0aa18cd3773ccb21d0eeb3956d0d09

Observation c75dd63b-a48f-4afa-9737-0320ef20b955 · outbound

This paper cites Sequencer: Sequence-to-sequence learning for end-to-end program repair.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Sequencer: Sequence-to-sequence learning for end-to-end program repair

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.386891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.543662Z digest=sha256:79600c15511e19f5a1e1f8c7b520a4b994f732d920dec9d576f575f965425ca8

Observation 5ac11113-85ca-4acd-8096-9c8e5ff1e773 · outbound

This paper cites Top security things for chromies to remember.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Top security things for chromies to remember

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.375890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.547313Z digest=sha256:27cc2871683e24c348db73ddde98c65bafd72ef3603b0ca4bd576bb408d37010

Observation 26df7ac4-44fd-4e48-ae93-d5d34f2e0f45 · outbound

This paper cites Cyber grand challenge - datasets, 2025.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Cyber grand challenge - datasets, 2025

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.365660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.550952Z digest=sha256:391ebc8c0b4aa688b35244f8b69f06e98cddb2bf3e2919862d927cd8242027fc

Observation daa05d6e-731a-4914-ad1d-177250e94eed · outbound

This paper cites Ac/c++ code vulnerability dataset with code changes and cve summaries.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Ac/c++ code vulnerability dataset with code changes and cve summaries

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-15T20:24:12.554737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:24:12.554737Z digest=sha256:c3b77cb5d69bb21df382d10ef70917741824d2a34858779ca308a2eff2576227

Observation cc70207e-37ce-43c9-8abf-76b5d5756849 · outbound

This paper cites CodeBERT: A Pre-Trained Model for Programming and Natural Languages.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair CodeBERT: A Pre-Trained Model for Programming and Natural Languages

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-15T20:24:12.558411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:24:12.558411Z digest=sha256:f04e14aa0ce47bc2a1cf1694e2d5255866c4257709389ea4ff2fd35aa2dcc149

Observation 7585014f-197e-4e99-8a5b-a352ff00b9e5 · outbound

This paper cites Afl++ combining incremental steps of fuzzing research.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Afl++ combining incremental steps of fuzzing research

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.349270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.562396Z digest=sha256:363f769eab62fa9f1bf3cd8b792c6640e43a6892d4c0e3e903399b19090557e0

Observation 0fe08668-0ca9-465f-b560-dcdd7aa37a8f · outbound

This paper cites {ACTOR}:{Action-Guided} kernel fuzzing.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair {ACTOR}:{Action-Guided} kernel fuzzing

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.339313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.565887Z digest=sha256:f956b3a05a96a9c393c27f6d3b2e7fbaf765aada7b433727b812bb2b7517c206

Observation 1aef686b-44f8-4d34-a456-edb5735b37ad · outbound

This paper cites Beyond tests: Program vulnerability repair via crash constraint extraction.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Beyond tests: Program vulnerability repair via crash constraint extraction

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.328615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.569242Z digest=sha256:ff77c6f8fa9b62f551c37af471220746d54f6aff9417c900378bdf7767c01c26

Observation b1a48d69-45a0-49f7-a9d6-0e35cab9c396 · outbound

This paper cites Clusterfuzz.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Clusterfuzz

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.318909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.572599Z digest=sha256:48e390199d6a3bcbf0b7aa9d657d1be3c4a52e7f90f7624a490ed1a2a5facc6f

Observation a5193b86-e5b6-45f8-9bae-990e3daf21e8 · outbound

This paper cites Oss-fuzz - continuous fuzzing for open source software, 2025.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Oss-fuzz - continuous fuzzing for open source software, 2025

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.310192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.575985Z digest=sha256:527abf2a617088d9d389452a73a7fa6481b9094bfd63bc488ded7e2bffcc51e2

Observation 5908c570-e570-4867-8052-c24f7b7d098d · outbound

This paper cites syzkaller is an unsupervised coverage-guided kernel fuzzer.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair syzkaller is an unsupervised coverage-guided kernel fuzzer

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.299609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.579281Z digest=sha256:481642f69a11f0c664aee580671243bf00eaba2f919e7f3101f03082bb83b01e

Observation 06704111-2d85-4fe6-95e0-9380fc5cf378 · outbound

This paper cites Welcome gemma 3: Google’s all new multimodal, multilingual, long context open llm.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Welcome gemma 3: Google’s all new multimodal, multilingual, long context open llm

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.289162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.582789Z digest=sha256:a081ea3a702a97b20493adb3013d4f4548e3ceb888f8861332c3ccae4d5c2d9b

Observation dbe25967-cc6a-4a9e-ad1d-5ff57a55ee6f · outbound

This paper cites Fuzzilli: Fuzzing for javascript jit compiler vulnerabilities.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Fuzzilli: Fuzzing for javascript jit compiler vulnerabilities

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-15T20:24:12.585995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:24:12.585995Z digest=sha256:9ad007cc0c3eac26d39367018a604a68f00cc87892d9429d6762932941be1fc6

Observation bf57d4be-e338-4f09-a269-be333d9f6eec · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-15T20:24:12.589445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:24:12.589445Z digest=sha256:5c91f050ee4af92fb5f949808bd0d8eff22bfeb023cbebae3b44a8960ee51e4e

Observation f2f92667-2a5c-4fca-a98c-9c070ec75161 · outbound

This paper cites An empirical study on fine-tuning large language models of code for automated program repair.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair An empirical study on fine-tuning large language models of code for automated program repair

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.272451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.593414Z digest=sha256:bf79bb5e16346ba1a71a039e24c9aee67ef3474432b8be5af1c05cfc92db9f9f

Observation f08048e3-df0f-4995-96f0-e82010126fc3 · outbound

This paper cites Template-guided program repair in the era of large language models.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Template-guided program repair in the era of large language models

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.262121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.596777Z digest=sha256:f3c22cbb070dd57e0b8daf99390df9effb7acf1d6b9ddbdaf22513db3ea10c8d

Observation 91961262-9ee0-49da-b115-0345ba0864fd · outbound

This paper cites Another way to talk with browser : Exploiting chrome at net- work layer.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Another way to talk with browser : Exploiting chrome at net- work layer

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.251979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.600186Z digest=sha256:de3c42aa8b58f53fc7c39c8667efc135bb0c8a21ba045a99bad0f868d522cac5

Observation f3181802-a669-4a92-a10c-8749efe6192a · outbound

This paper cites Recommendations from the workshop on open-source software security ini- tiative.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Recommendations from the workshop on open-source software security ini- tiative

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.241545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.603720Z digest=sha256:b3d40afc1b8beb99cb94463cc893e91c8379eaee7424497c6709416e5755763c

Observation a85b4047-f8e9-4447-963b-fa0579a504c1 · outbound

This paper cites libfuzzer.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair libfuzzer

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.231444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.606492Z digest=sha256:b6d1341d28662386c4b0be3f07f51367b945d68d12fcf83e997d8f1acbdcbe94

Observation a48780b4-3344-49e4-bedb-0a65ac800540 · outbound

This paper cites DeepSeek-V3 Technical Report.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair DeepSeek-V3 Technical Report

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-15T20:24:12.609201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:24:12.609201Z digest=sha256:6c4eeae737ef0efe6d2e103c95c502f0bdd94bcd15101dd28d09c8bc427fffbc

Observation 565fa5c0-1272-461f-a902-26bb18d19c00 · outbound

This paper cites Videzzo: Dependency-aware virtual device fuzzing.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Videzzo: Dependency-aware virtual device fuzzing

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.221566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.611970Z digest=sha256:a8310f65214e26c9d82f0ca36da4978b7c1f3c8c58800a26387ceb21a4137a78

Observation 1ebeaaf9-d42a-479d-812b-b5f114b05209 · outbound

This paper cites Truman: Constructing device behavior models from os drivers to fuzz virtual devices.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Truman: Constructing device behavior models from os drivers to fuzz virtual devices

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.211806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.614744Z digest=sha256:29d5ecd6ce81969b0ee8fd0146f55bfbe4d07a33aa6740a67388b0c7a1e51d53

Observation 05f2d081-9a28-499c-b666-26e12a2bc469 · outbound

This paper cites Achieving linux kernel code execution through a malicious usb device.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Achieving linux kernel code execution through a malicious usb device

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.201213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.617427Z digest=sha256:3308cf8d3283f532fc5f4dbe445f170e2df5cee5396c325e2684113be83b006f

Observation 70c918ef-8dac-4776-a7af-dfdb01eddabc · outbound

This paper cites ARVO: Atlas of Reproducible Vulnerabilities for Open-Source Software.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair ARVO: Atlas of Reproducible Vulnerabilities for Open-Source Software

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-15T20:24:12.620004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:24:12.620004Z digest=sha256:9182c9d0573ccc64efad102a96df77d7412b62c972366a21ee88d035afbdebae

Observation 4e165d94-3d85-4a26-9dfa-843030ede42b · outbound

This paper cites The llama 4 herd: The beginning of a new era of natively multimodal ai innovation.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair The llama 4 herd: The beginning of a new era of natively multimodal ai innovation

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.191261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.623396Z digest=sha256:8a36ddd6ce53c811a608318bc6048b99dd6c354e19aa46c6fdfe0508bfb64bd5

Observation 22706962-a40e-453c-9c36-30776c7424e2 · outbound

This paper cites Exploit chrome and firefox four times.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Exploit chrome and firefox four times

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.181658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.626347Z digest=sha256:094f4a52da0f9e38e6c3cac5ccb0c3e35f9db2ef8b19a8f11c66126a1db988f3

Observation d6ac19d1-6bd1-4014-9779-7f27ba21fcad · outbound

This paper cites Hacking the stack for fun and profit.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Hacking the stack for fun and profit

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.172567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.629560Z digest=sha256:974bd473a9eaba02800e930775638247e956cc84d7aafddcd3f78b70f6095b30

Observation ae432f07-cf17-4862-ab87-0497cf075123 · outbound

This paper cites an unresolved cited work.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:24:13.161510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.632916Z digest=sha256:b348f2f0b8f60e696a159966f24b2d28c57a790d5a5619c979cdc3d2cfce320e

Observation 2b54d7fc-0ffa-42c8-a3ff-2ed61fbd73f0 · outbound

This paper cites V-shuttle: Scalable and semantics-aware hypervisor virtual device fuzzing.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair V-shuttle: Scalable and semantics-aware hypervisor virtual device fuzzing

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.151542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.636021Z digest=sha256:172c07227353db31212329841737b9fcedd9e13bb7c997d8758c544019c06844

Observation 5c739dcf-1a04-4708-862b-dac7b203af0a · outbound

This paper cites Software Security: Principles, Policies, and Protection.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Software Security: Principles, Policies, and Protection

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.140793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.639395Z digest=sha256:822d078369289601e6a7eb17f9337822c1138c66329a1a2ae20772d51ccf6d45

Observation 02112464-607e-4b1d-855d-5595c2db7496 · outbound

This paper cites Addresssanitizercallstack, 2015.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Addresssanitizercallstack, 2015

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.129881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.642737Z digest=sha256:09fccfa14c55578b155947e7f36b8929e8d48f7e90549c6bb9a491d16f6c8f00

Observation f55947b4-1d8e-4573-bf2b-45a24996313d · outbound

This paper cites Security: heap-buffer-overflow in libavif when decode the crafted avif file, 2024.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Security: heap-buffer-overflow in libavif when decode the crafted avif file, 2024

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.119284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.645926Z digest=sha256:b63732576af29c392117f86ff2d75f50f1fea62e21857052964217dce6f3ec31

Observation 791316c0-ea8b-431c-9167-e5c76561a025 · outbound

This paper cites ios 16.1.1 and ipados 16.1.1, 2024.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair ios 16.1.1 and ipados 16.1.1, 2024

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.106897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.649259Z digest=sha256:a5073158780bb01713de40debd5abd8c5a9533873b8aaaf9c067567d7df002b2

Observation 0cfd24e0-7fb7-4616-ab9f-d86d897bfebf · outbound

This paper cites {AddressSanitizer}: A fast address sanity checker.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair {AddressSanitizer}: A fast address sanity checker

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.095800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.652368Z digest=sha256:a58f5e0614af4829669b6889d099927aaa05e56cd0d916c7c5ff89a46841ac85

Observation f6a9dcb1-3809-48dd-8dcc-484b6140764e · outbound

This paper cites Breaking the chrome sandbox with mojo.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Breaking the chrome sandbox with mojo

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.083606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.655671Z digest=sha256:1fe3765f64ac2756ebdca8242357c1183cb15dbeef0f4c7924efcaf0523c198c

Observation 1421539a-401f-4cbc-a696-08245cbfe3c6 · outbound

This paper cites Memory safe languages in android 13, 2022.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Memory safe languages in android 13, 2022

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.071468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.659058Z digest=sha256:8be3a8f390a52c398f3f4d5d3970702478b853112693e3beebfd9d462bdd14fe

Observation 002b460e-c5f0-4042-ac1b-6c966f2c0252 · outbound

This paper cites The more you know, the more you know you don’t know - a year in review of 0-days used in-the-wild in 2021, 2022.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair The more you know, the more you know you don’t know - a year in review of 0-days used in-the-wild in 2021, 2022

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.060937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.662283Z digest=sha256:a9dda7668d36cc0edb7b2cca018afa32b63d905c43a5cbc1cae22c4f98b16e83

Observation 5a115146-8c6e-46f5-aad9-a0bf7f438971 · outbound

This paper cites Syzbot open bugs, 2025.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Syzbot open bugs, 2025

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.050350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.665819Z digest=sha256:46ff60bb897cfa57dc66a08217606a766279775c03da059a54e112a89b0c078e

Observation 1de89527-445a-4114-8e11-0ef0cb456f90 · outbound

This paper cites Code repair with llms gives an exploration-exploitation tradeoff.Advances in Neural Information Processing Systems, 37:117954–117996, 2024.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Code repair with llms gives an exploration-exploitation tradeoff.Advances in Neural Information Processing Systems, 37:117954–117996, 2024

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.039641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.669199Z digest=sha256:f7302e8e1397db4b42800ec85910577a3e1c704ec8ee871499feb3be4e4ec514

Observation bccfc402-a83f-4438-b4c5-0e447cd08799 · outbound

This paper cites Memory safety in chromium, 2025.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Memory safety in chromium, 2025

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.027602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.672856Z digest=sha256:a5f5a759c4612e99bedce75bc46fe31f8b5091bdb4c009d0067069b791aca8ff

Observation b5e7550d-19a8-4f9d-a1b6-94cad1c31311 · outbound

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

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Gemma: Open Models Based on Gemini Research and Technology

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-15T20:24:12.676054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:24:12.676054Z digest=sha256:745bc5975e249cb695a5df03fb58a7a9ca21ecfb7c3830a25f5c7cbf4b69218d

Observation 36d050f6-479a-4116-963c-1253a2eabbf8 · outbound

This paper cites Qwq-32b: Embracing the power of reinforcement learning, March 2025.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Qwq-32b: Embracing the power of reinforcement learning, March 2025

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-15T20:24:12.679889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:24:12.679889Z digest=sha256:4ee03d25462a330057d7288c1159f531ce18cdb4759325109e61d5bb9b267aba

Observation a53c4437-3574-40a1-b959-b8bc19d239ba · outbound

This paper cites An empirical study on learning bug-fixing patches in the wild via neural machine translation.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair An empirical study on learning bug-fixing patches in the wild via neural machine translation

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:13.005163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.683176Z digest=sha256:ca649a59bf00d46b27754f5d8835b8651b9ef9a0cb452911850b9f7f0df8af6e

Observation 900140aa-d4a8-4090-bd1b-a0cbfec156f4 · outbound

This paper cites Dumpling: Fine-grained differential javascript engine fuzzing.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Dumpling: Fine-grained differential javascript engine fuzzing

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:12.993365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.686412Z digest=sha256:aa669cc7cbc37acbf24514ce08d4da34fb4bc65233ec27907c6c1285f75656b4

Observation e723a319-0e54-4b98-84d5-b1ce2a747ad7 · outbound

This paper cites Syztrust: State-aware fuzzing on trusted os designed for iot devices.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Syztrust: State-aware fuzzing on trusted os designed for iot devices

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:12.980409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.690135Z digest=sha256:f327a7cc2bf79f2ac8c88a7d73fecaf75de4a1c943be8d10d6977ef84ee8f8ad

Observation 176b33cd-5514-44bc-b2ab-90d911c3ec29 · outbound

This paper cites 20+ ways to bypass your macos pri- vacy mechanisms.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair 20+ ways to bypass your macos pri- vacy mechanisms

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:12.969807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.693627Z digest=sha256:faa5f55bb95afb726466ea9c39a8382af10d42a44e9a3c1f130be80d382c377b

Observation 8c053179-eab3-42fe-b9d3-a63c45307f80 · outbound

This paper cites Less training, more repairing please: revisiting automated program repair via zero-shot learning.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Less training, more repairing please: revisiting automated program repair via zero-shot learning

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:12.958367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.696847Z digest=sha256:5332894b8a347e9555744159129c3c003cb467b4f08274438ad0d1c57313713c

Observation 393f0a00-b016-4953-a297-5b1543b35202 · outbound

This paper cites Automated program repair via conversation: Fixing 162 out of 337 bugs for $0.42 each using chatgpt.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Automated program repair via conversation: Fixing 162 out of 337 bugs for $0.42 each using chatgpt

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:12.946827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.700037Z digest=sha256:c83db949b19bfd25cb875766e50996e97075af959eb46b01efd0403ef4f96810

Observation cad73712-036e-4721-8d64-f71a36e313d8 · outbound

This paper cites Freedom: Engineering a state-of-the-art dom fuzzer.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Freedom: Engineering a state-of-the-art dom fuzzer

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:12.934160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.703686Z digest=sha256:a17a19f58dcfb19136d417f2e93251805e82baae31f09df34337b617b75bc6b1

Observation e5374ade-96b7-4f75-8ba1-aed7194521d5 · outbound

This paper cites Qwen2.5 Technical Report.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Qwen2.5 Technical Report

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-15T20:24:12.707068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:24:12.707068Z digest=sha256:75147fb6b7fd35b683ca219558455405547cba9ca93ce1c913a05df404db4660

Observation fc4e30be-a58c-44e8-b464-99319a9bbb4d · outbound

This paper cites {KextFuzz}: Fuzzing {macOS} kernel {EXTensions} on apple silicon via exploiting mit- igations.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair {KextFuzz}: Fuzzing {macOS} kernel {EXTensions} on apple silicon via exploiting mit- igations

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:12.922711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.710948Z digest=sha256:0c61478073245bb888b70201d7ecfc4b21f153b9c7ceab1b0cd8f95a80e6c1f4

Observation 5ee15aa4-24e2-4e22-9208-6aa711a5abf5 · outbound

This paper cites american fuzzy lop.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair american fuzzy lop

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:12.911866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.714340Z digest=sha256:488a594922cde67c4a5b3f77ba423b10f3e4837d1ad544e7fd7dc5027f39b570

Observation b0ba1463-44ba-4437-b3f8-b3d646282d86 · outbound

This paper cites Autocoderover: Au- tonomous program improvement.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Autocoderover: Au- tonomous program improvement

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:12.901129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.717494Z digest=sha256:5b40cc844385ee0f0e35516fa4ded4183f8fdb77a1102d5f8849580d561dd368

Observation ca498cf0-bd4d-4b8f-a082-811824e40510 · outbound

This paper cites Fixing Security Vulnerabilities with AI in OSS-Fuzz.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Fixing Security Vulnerabilities with AI in OSS-Fuzz

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-15T20:24:12.721019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:24:12.721019Z digest=sha256:4c54ef18b291408d84320ab7f2f675ed21e90951c43469fa383f2de6ca293d5b

Observation 137b09f7-2b50-40a2-a7ea-c546d733c608 · outbound

This paper cites Mendelfuzz: The return of the deterministic stage.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Mendelfuzz: The return of the deterministic stage

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:12.888304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.724068Z digest=sha256:a75e13dea487837f70f065046e245608720ab398394153f4b75c44dc2f01b090

Observation 41e772ca-6b20-407c-9beb-c45bef0d53a1 · outbound

This paper cites {FISHFUZZ}: Catch deeper bugs by throwing larger nets.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair {FISHFUZZ}: Catch deeper bugs by throwing larger nets

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:12.876756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.726886Z digest=sha256:96625cee3499531bd557ac48708d7fe4874e53c55d5b4fa4e7093ec15b0bef8e

Observation 04c34cb9-3393-4e65-8f35-ded52e478dfd · outbound

This paper cites Minerva: browser api fuzzing with dynamic mod-ref analysis.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Minerva: browser api fuzzing with dynamic mod-ref analysis

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:12.865029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.729437Z digest=sha256:ab893b711eb39f5da26f461324460b30ca60a68a91fd86a3921f8046e77841b3

Observation c1a6e0be-5dde-4a7f-9e55-0b758c7ce47b · outbound

This paper cites Out of sight, out of mind: Better automatic vulnerability repair by broadening input ranges and sources.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair Out of sight, out of mind: Better automatic vulnerability repair by broadening input ranges and sources

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:24:12.853239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.732195Z digest=sha256:5cdae02daa12137db0be75f5e3b61f1a4ebdbb0268dce3c10b9c95f0c4e1b423

Observation 7830334d-38c0-479b-92ea-8fe77ced9717 · outbound

This paper cites [ SYS_INFO ] hit c ra sh sit e for % d times \ n.

Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair [ SYS_INFO ] hit c ra sh sit e for % d times \ n

Reference 65

Resolution
malformed identifier
raw_fallback, observed 2026-08-15T20:24:12.840942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T20:24:12.735014Z digest=sha256:2ed08ef36a458b1566589c9aff3a81b94894882bcafe053e949e3c122cb29eee

Pith citing papers

Observation 820ccafd-d641-467e-943b-61fe8d7a05ca · inbound

Seeing is Fixing: Cross-Modal Reasoning with Multimodal LLMs for Visual Software Issue Fixing cites this paper.

Seeing is Fixing: Cross-Modal Reasoning with Multimodal LLMs for Visual Software Issue Fixing Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair

Reference 79

Resolution
verified exact
local_arxiv, observed 2026-08-06T23:49:33.153498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T23:49:32.558692Z digest=sha256:96f3746debf5c307121d7ab58478319eb0752e60a8ca66d80d4cb4862a2f277e