Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-08T17:28:01.034653Z
Paper Citation Record · LEDGER
Root-Cause-Driven Automated Vulnerability Repair
As of 7 August 2026, this Paper Citation Record lists 78 of 78 outbound references and 0 inbound Pith citation observations for arXiv:2605.04251.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
78 of 78 outbound references displayed
- verified exact6
- verified fuzzy20
- unresolved51
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 45b32feb-dac0-4429-81f5-091efe4b655d · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.171081Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 06badf7e-50af-4e8d-b4a0-0435d546fb9f · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.163607Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation dc894c02-d775-421f-bb5b-ad3820d59d76 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.167504Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ee425b67-d5bf-4ded-b54a-c714a1950553 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.211449Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 26486531-e096-40e2-8de0-f9ecd9939d16 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.187593Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation cfb590bb-5840-4f8e-969a-54ae85422e85 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.204627Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1bd151f7-45ea-49e0-8580-a7456f2ed800 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.201263Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 12697c4a-2abf-4e01-b771-5625606755b9 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.191141Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e468ecd4-6bdf-4ba3-b176-83a9aa8d2861 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.180837Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 653876eb-1dde-41f7-b76f-13842e88f5f6 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-05-08T17:28:40.892221Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e55be30e-e453-4776-8f34-fbbddb38c715 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.177340Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1c08a1bd-7b04-4d04-8ba5-4d6f0262a8e9 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.184122Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c8fe2861-86a7-4a18-9a4f-04724f9ee338 · outbound
This paper cites Phung, and Trung Le.
Root-Cause-Driven Automated Vulnerability Repair Phung, and Trung Le
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T07:37:28.197916Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation bca9386c-d5e7-4bce-a050-0814270b725a · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.194575Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1da6f162-286a-46ef-be90-61546564dd52 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.174039Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 98d4f706-8d71-4050-8c4b-c39c82321194 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.302286Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3ea3be12-011c-4569-952a-eabc6571b7b9 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.180481Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4748adde-c868-448e-a9f1-26fc6daae441 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.310457Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4ff7ec45-106a-4f18-a9f2-f95db55d8ead · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.126900Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4eda1035-e69f-4fda-b87b-68b99fcefa08 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.148689Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7188659e-afc7-4e97-97e1-ced08d8be5f6 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.229786Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 69713448-1478-472e-8955-232e8c478121 · outbound
This paper cites Harer, Onur Ozdemir, Tomo Lazovich, Christopher P.
Root-Cause-Driven Automated Vulnerability Repair Harer, Onur Ozdemir, Tomo Lazovich, Christopher P
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T07:37:28.208582Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 19e83c0a-1558-40f4-91d3-903c463f6e8a · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.201594Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4fbc408f-c81f-439e-bc95-9b270d21cb33 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.327312Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a2c24adb-37a5-4a45-bcc0-bfb5785e950f · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.285466Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4d987ab9-ede5-4976-8087-ea3cc08927b2 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.257437Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation edc49773-7d94-4d09-9b5d-2bc962018acc · outbound
This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.
Root-Cause-Driven Automated Vulnerability Repair SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
Reference 27
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-11T17:31:09.071279Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8128f924-dad2-4c6e-bed8-6757036c74a2 · outbound
This paper cites Jones and Mary Jean Harrold.
Root-Cause-Driven Automated Vulnerability Repair Jones and Mary Jean Harrold
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T07:37:28.281959Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b5f7ff95-69c7-4abf-8c1f-599c6b9dc2df · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.156503Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b868d9b1-3ea3-45f6-9ddd-5b71200aee29 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.198135Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b8271989-a7aa-41c2-bc26-0c19d34121f2 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.177018Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 130cad89-188b-4a2c-afaa-8c77850957dc · outbound
This paper cites Li and Vern Paxson.
Root-Cause-Driven Automated Vulnerability Repair Li and Vern Paxson
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T07:37:28.194880Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 73f99f1a-f04c-4279-87cc-33d165088724 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.296159Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e71ca116-79a6-4f96-8884-0e5ec1499499 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.208249Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b81bcbb4-26ae-4d96-b462-666b26efeeb4 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.214833Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ab79ee21-58d4-4780-a655-dad1916a5ccb · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.323624Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation bfb8e219-4824-4e0a-af32-2a2cf4434114 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.141852Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c3504ea7-6765-461a-80b6-bccdfae61fe9 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.145061Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 12a0e7ba-2303-4d0a-8f7d-6dfa3aac5087 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.152950Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 17c48522-ccc6-495c-81e0-f7ca6f3fbc38 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 40
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T17:31:09.077287Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3c66bb96-375c-40c5-800f-913aa5fc920c · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.299053Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 24db6367-36b5-4057-9065-bd70ad000a5d · outbound
This paper cites Pearce, Benjamin Tan, Baleegh Ahmad, Ramesh Karri, and Bren- dan Dolan-Gavitt.
Root-Cause-Driven Automated Vulnerability Repair Pearce, Benjamin Tan, Baleegh Ahmad, Ramesh Karri, and Bren- dan Dolan-Gavitt
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T07:37:28.264253Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6110ae5c-23fe-4622-b36e-a27261e8f369 · outbound
This paper cites 2014.Probabilistic reasoning in intelligent systems: networks of plausi- ble inference.
Root-Cause-Driven Automated Vulnerability Repair 2014.Probabilistic reasoning in intelligent systems: networks of plausi- ble inference
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T07:37:28.222583Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d126e1b9-2c53-4e79-9ac2-9cea49d17ef3 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.170548Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b6fa522d-a59e-4b4a-a066-2565ca3fb6af · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.159938Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 58613695-1d14-47c3-94b8-94090d2b2b2a · outbound
This paper cites McKinley, and Vitaly Shmatikov.
Root-Cause-Driven Automated Vulnerability Repair McKinley, and Vitaly Shmatikov
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T07:37:28.248827Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2f91bc91-86cb-41ec-a042-27c4c68e543a · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.289152Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6b27a225-8995-4105-aef6-5a5552a3cdfb · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.237225Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a419edec-8624-422a-99b3-571bd90ac0e2 · outbound
This paper cites CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation.
Root-Cause-Driven Automated Vulnerability Repair CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation
Reference 49
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T11:23:26.501953Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 637d2f64-3480-418b-a787-85d22f3d1141 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.292889Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c0bf51e5-0aa7-495c-a1e8-0fbd3234bf81 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 51
- Resolution
- verified exact
- arxiv_id, observed 2026-05-08T17:28:40.900736Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5f35659a-aee6-4ffa-9525-12a4e5bb4c68 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.163106Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 83bd6525-bf5e-4339-8931-0ff8869d9a07 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 53
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.141451Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c5110ebf-aa2e-4106-86b3-2a41ad36c482 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.187865Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1e3dcfe9-30f8-42ec-a3a3-10319d3239ec · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 55
- Resolution
- verified exact
- doi, observed 2026-05-08T17:28:40.895852Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation bc7ed137-633d-4b10-b2b1-4a451cd6942d · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 56
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.279114Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7563eeb6-3209-40dc-8839-c2db52382ecf · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.167035Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 40ff35c1-84be-4dc4-bc40-189cb105a194 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 58
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.313865Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0c450c5a-1233-4d72-b3b0-d69126d795fd · outbound
This paper cites https://arxiv .org/pdf/ 2603.06858.
Root-Cause-Driven Automated Vulnerability Repair https://arxiv .org/pdf/ 2603.06858
Reference 59
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T17:31:09.065790Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation afe298c7-ffce-4644-b9f9-1502a1f49b2c · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 60
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.218850Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f3d0bb18-8f53-4f7b-ba3d-5e4a531adabe · outbound
This paper cites Duck, and Abhik Roychoudhury.
Root-Cause-Driven Automated Vulnerability Repair Duck, and Abhik Roychoudhury
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T07:37:28.211745Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0975ed68-1bda-4646-b342-b1e4b4678c08 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 62
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.272219Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 963a2d37-9184-4180-ace0-6d5cf3c24309 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 63
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.191420Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e1ae50ee-acfa-4e5f-8bf8-7a2e5e2aaa5e · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 64
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.215410Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4a4c2ee0-9894-4e41-bf77-22e6f2e30687 · outbound
This paper cites These are the highest-confidence candidates -- they are directly on the crash path.
Root-Cause-Driven Automated Vulnerability Repair These are the highest-confidence candidates -- they are directly on the crash path
Reference 65
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T07:37:28.245528Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f47baf4f-b2f6-49c3-91f3-bcc4aa25b800 · outbound
This paper cites Functions are ranked by their distance from the crash site (closer = more relevant) and call frequency.
Root-Cause-Driven Automated Vulnerability Repair Functions are ranked by their distance from the crash site (closer = more relevant) and call frequency
Reference 66
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T07:37:28.226196Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a2e72bbc-cf70-4e14-a330-bb3ded00ba50 · outbound
This paper cites These may reveal upstream allocation, sizing, or validation functions that are the true root cause.
Root-Cause-Driven Automated Vulnerability Repair These may reveal upstream allocation, sizing, or validation functions that are the true root cause
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T07:37:28.252341Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 91ece6f9-ff93-427b-91d7-e6285a66051a · outbound
This paper cites Each FOI (Function of Interest) cluster groups related functions from these analyses.
Root-Cause-Driven Automated Vulnerability Repair Each FOI (Function of Interest) cluster groups related functions from these analyses
Reference 68
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T07:37:28.233454Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 88298cf2-5b3d-4a7a-9c65-32bf02451147 · outbound
This paper cites Use` get_rca_results(index)`to view source for any additional clusters listed compactly.
Root-Cause-Driven Automated Vulnerability Repair Use` get_rca_results(index)`to view source for any additional clusters listed compactly
Reference 69
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T07:37:28.268936Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8a576fef-21f5-474e-9363-6ff5cf70f929 · outbound
This paper cites Identify the exact memory operation that fails and what value/pointer is invalid.
Root-Cause-Driven Automated Vulnerability Repair Identify the exact memory operation that fails and what value/pointer is invalid
Reference 70
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T07:37:28.204979Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8eba1408-fb24-46fe-b7a7-220aefce73e3 · outbound
This paper cites Use`read_source_file`to see surrounding context -- macros, struct definitions, buffer allocation sites, size computations.
Root-Cause-Driven Automated Vulnerability Repair Use`read_source_file`to see surrounding context -- macros, struct definitions, buffer allocation sites, size computations
Reference 71
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T07:37:28.306826Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 03e1f373-1aa4-4d39-8e1f-81ea05a5ce99 · outbound
This paper cites Use`list_functions_in_file`to see what else is defined in the same file.
Root-Cause-Driven Automated Vulnerability Repair Use`list_functions_in_file`to see what else is defined in the same file
Reference 72
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T07:37:28.275893Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7b2e2a55-1815-4a40-9dff-9cdbf5ff9008 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 73
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.173716Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 390dbda8-2bfb-4da3-bd92-13e1c1058ea0 · outbound
This paper cites You may make multiple related edits before validating -- batch them together since validation is expensive (~30 seconds per attempt).
Root-Cause-Driven Automated Vulnerability Repair You may make multiple related edits before validating -- batch them together since validation is expensive (~30 seconds per attempt)
Reference 74
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T07:37:28.134341Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1d6c249b-2c78-4e5c-a4a4-0e47adb5c07c · outbound
This paper cites PASS" = exit code 0 OR non-zero with no sanitizer errors = crash is fixed -.
Root-Cause-Driven Automated Vulnerability Repair PASS" = exit code 0 OR non-zero with no sanitizer errors = crash is fixed -
Reference 75
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T07:37:28.184432Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation fd738684-5ee8-43e7-919c-91b79ffa226b · outbound
This paper cites For example, an OOM in a helper function may not set an error flag, so the caller continues with invalid state.
Root-Cause-Driven Automated Vulnerability Repair For example, an OOM in a helper function may not set an error flag, so the caller continues with invalid state
Reference 76
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T07:37:28.261009Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7a1f337c-81ad-4d13-aa3a-a2d630fd5d84 · outbound
This paper cites an unresolved cited work.
Root-Cause-Driven Automated Vulnerability Repair Unresolved cited work
Reference 77
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T07:37:28.138007Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b72ee3ad-743f-4575-8f30-c3426ea77957 · outbound
This paper cites This is the weakest fix -- it stops this specific crash but may leave the underlying bug exploitable through other code paths.
Root-Cause-Driven Automated Vulnerability Repair This is the weakest fix -- it stops this specific crash but may leave the underlying bug exploitable through other code paths
Reference 78
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T07:37:28.241936Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Pith citing papers
No inbound Pith citation observations are available.