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Paper Citation Record · LEDGER

Knowledge-Enhanced Agentic Vulnerability Repair

As of 11 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2607.00820.

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

pith.paper-citation-record.v1
2607.00820 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-02T08:34:20.374717Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

55 of 55 outbound references displayed

  • verified exact3
  • verified fuzzy45
  • unresolved7
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 459afe2c-18a9-45a0-97d2-09d8ca8c3325 · outbound

This paper cites an unresolved cited work.

Knowledge-Enhanced Agentic Vulnerability Repair Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-07-06T04:41:59.255975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:3da7735dd0c1f11b907aaa3be005344a8bf9400ba1320ec93a571cdaacd8b37a

Observation 55fcde4b-73ed-460e-a196-6683a853d268 · outbound

This paper cites an unresolved cited work.

Knowledge-Enhanced Agentic Vulnerability Repair Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-07-06T04:41:59.257454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:2346bcc02bf4b141cf1d9bdc097365de2eb6e38c66cc18f966c833f2ed41bece

Observation c5abc401-c3c4-4928-ad6b-90f78f4bb437 · outbound

This paper cites an unresolved cited work.

Knowledge-Enhanced Agentic Vulnerability Repair Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-07-06T04:41:59.271518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:14be652b937ba1bce7b1763c5bd47d81d98fa0e5ba227d6f859f64fa33fe13e1

Observation 7a96203a-2bb6-48dc-b7f0-4cd0780eeb5b · outbound

This paper cites SoK: Towards effective automated vulnerability repair,.

Knowledge-Enhanced Agentic Vulnerability Repair SoK: Towards effective automated vulnerability repair,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.206518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:5f78a68f403db2c2a74699899691462458edc4dc33eabeccc9b5a5e85b937d02

Observation b5e12b41-f085-4633-b4e2-ff351d4732d1 · outbound

This paper cites Large language model for vulnerability detection and repair: Literature review and the road ahead,.

Knowledge-Enhanced Agentic Vulnerability Repair Large language model for vulnerability detection and repair: Literature review and the road ahead,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.279633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:64ca19cb3441427a55383a918506df026eea9889a43ea6db76745034bed7131d

Observation 4b86b821-9c92-40ae-91d6-d2d1ab314d17 · outbound

This paper cites Using safety properties to generate vulnerability patches,.

Knowledge-Enhanced Agentic Vulnerability Repair Using safety properties to generate vulnerability patches,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.269992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:6f6fb1e1b5366805a9efa5987ff70fede75ec1d7f80ca0f506b130ff22f5f46d

Observation bd09dcb6-dfca-477c-8919-c5b01e2b9eda · outbound

This paper cites Program vulnerability repair via inductive inference,.

Knowledge-Enhanced Agentic Vulnerability Repair Program vulnerability repair via inductive inference,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.194835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:520edb6962ddcbe6a713947696bb22b825d0ae71803467b3908bc2b1ed6c1d36

Observation 36286055-d670-498e-b10b-f6f32a37d94e · outbound

This paper cites VulRepair: A T5-based automated software vulnerability repair,.

Knowledge-Enhanced Agentic Vulnerability Repair VulRepair: A T5-based automated software vulnerability repair,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.219073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:d5b23e1bff9a3501857d18bbbcf312f4c6ec9507ff99945ab6ad2a92b88b881d

Observation 12b6bef4-6448-40e8-8c82-1f9b8e5ec3db · outbound

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

Knowledge-Enhanced Agentic Vulnerability Repair Out of sight, out of mind: Better automatic vulnerability repair by broadening input ranges and sources,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.238944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:36c4f4e0d71389e49ef9b66e787b72c72ad2dd9c7c8df37955474d9fbb99503a

Observation f61b1388-7724-4694-8cbe-9cf27e21a6fe · outbound

This paper cites Examining zero-shot vulnerability repair with large language models,.

Knowledge-Enhanced Agentic Vulnerability Repair Examining zero-shot vulnerability repair with large language models,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.202391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:097f4379d5a10b36d84b1dc1228eec360a20895736a373472ce0d270243e7439

Observation ca3101eb-4479-4819-98d8-48d4c97484f0 · outbound

This paper cites Vul-r2: A reasoning LLM for automated vulnerability repair,.

Knowledge-Enhanced Agentic Vulnerability Repair Vul-r2: A reasoning LLM for automated vulnerability repair,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.204183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:f6707f98ca606dee915c1e1795b3757991c882efa36282e730abd96ee697e009

Observation b5455c64-fed7-4b58-a964-2d440d5f2c06 · outbound

This paper cites SeCuRepair: Semantics- aligned, curriculum-driven, and reasoning-enhanced vulnerability repair framework,.

Knowledge-Enhanced Agentic Vulnerability Repair SeCuRepair: Semantics- aligned, curriculum-driven, and reasoning-enhanced vulnerability repair framework,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.245676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:3e2784a0957cd5bff15a4b7338afa697aa7b515b04dbfbaf4d5b13370fed4af4

Observation 50af1232-27e7-461a-967f-7b8e6b9c6a19 · outbound

This paper cites APPATCH: Automated adaptive prompting large language models for real-world software vulnerability patching,.

Knowledge-Enhanced Agentic Vulnerability Repair APPATCH: Automated adaptive prompting large language models for real-world software vulnerability patching,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.266670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:fa4e9c8ea9719dcd6a8fabe5d2f68b602fb61387bc71cf79b907b8e7187b8aba

Observation ed72b146-64a1-4277-bd40-bf81165f246a · outbound

This paper cites Well begun is half done: Location-aware and trace-guided iterative automated vulnerability repair,.

Knowledge-Enhanced Agentic Vulnerability Repair Well begun is half done: Location-aware and trace-guided iterative automated vulnerability repair,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.208634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:eef02815786d36929980d0d5d2974ab72a9181b5e0249214cde02e9a811a587f

Observation 82b9fbc4-6a6f-45d1-beec-8a3324ecf83b · outbound

This paper cites PATCHAGENT: A practical program repair agent mimicking human expertise,.

Knowledge-Enhanced Agentic Vulnerability Repair PATCHAGENT: A practical program repair agent mimicking human expertise,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.261211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:38767fa20046eaa22df28a77ba903d1e6fc341d976187055b9145d885d476970

Observation 6762c150-5b53-4e0d-bdac-9ce68804d02b · outbound

This paper cites Logs in, patches out: Automated vulnerability repair via tree-of-thought LLM analysis,.

Knowledge-Enhanced Agentic Vulnerability Repair Logs in, patches out: Automated vulnerability repair via tree-of-thought LLM analysis,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.263090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:bd085fd6b8e972c30c2f69e7aea8ee9fc85a09620a61cc9268a1a95c6466dfa1

Observation ec0c31f2-de0d-421b-99fc-1d6376aff79d · outbound

This paper cites SoK: Automated vulnerability repair: Methods, tools, and assessments,.

Knowledge-Enhanced Agentic Vulnerability Repair SoK: Automated vulnerability repair: Methods, tools, and assessments,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.237255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:73aa453789d73bf97aefba6c63888bf546d9b2674207164fb69bdcb89985b97e

Observation 3a25446c-930b-4f00-b0ce-8a8bb7b5e200 · outbound

This paper cites Eval- uating the impact of experimental assumptions in automated fault localization,.

Knowledge-Enhanced Agentic Vulnerability Repair Eval- uating the impact of experimental assumptions in automated fault localization,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.196565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:692721185ad86bf4f7f8f6bc17b5cdd6d22a940e04e79db06cc3a007c98a130a

Observation 76cfa23d-448c-403b-8cd2-f22288a74bc8 · outbound

This paper cites Collu-Bench: A Benchmark for Predicting Language Model Hallucinations in Code.

Knowledge-Enhanced Agentic Vulnerability Repair Collu-Bench: A Benchmark for Predicting Language Model Hallucinations in Code

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-07-02T08:36:47.501532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:1f398f849ca3264e9ded61892ea880d679324301f4c8410102a74c53f405c537

Observation bbb1aab8-a1dd-4bc5-9d56-e1760cbd0661 · outbound

This paper cites ThinkRepair: Self-directed automated program repair,.

Knowledge-Enhanced Agentic Vulnerability Repair ThinkRepair: Self-directed automated program repair,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.199884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:667c4e8c77507ec861951e1aeec0b121b674d3b5a7fd3c5dd7f2f9e95c876f05

Observation 86523cde-6a89-4382-8182-db49ff22ce68 · outbound

This paper cites What makes good in-context demonstrations for code intelligence tasks with llms?.

Knowledge-Enhanced Agentic Vulnerability Repair What makes good in-context demonstrations for code intelligence tasks with llms?

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.233832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:815121f51f880e0a800154f9fb98d45a18c04416db21277f5b5b9e371f77fc67

Observation 8a1aee63-60f6-4d70-baca-337b8fcde698 · outbound

This paper cites Fix pattern-aware vulnerability patch generation via in-context learning,.

Knowledge-Enhanced Agentic Vulnerability Repair Fix pattern-aware vulnerability patch generation via in-context learning,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.220719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:4738a221db91e2b8d9f157b2fbb4873781d23cff9de125214aeab16579a128a7

Observation 9ed4dfc9-6fea-4572-9529-2550f39849ab · outbound

This paper cites Vulkey: Automated vulnerability repair guided by domain-specific repair patterns,.

Knowledge-Enhanced Agentic Vulnerability Repair Vulkey: Automated vulnerability repair guided by domain-specific repair patterns,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.240528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:b00030e73bca6c6f39c1eba93bbdb741d249337ee9c9007d8ff8c5ad275ff120

Observation c64ad5aa-e6f8-403f-8eba-79d30845fdea · outbound

This paper cites Neural transfer learning for repairing security vulnerabilities in C code,.

Knowledge-Enhanced Agentic Vulnerability Repair Neural transfer learning for repairing security vulnerabilities in C code,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.243942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:b29b3600f11956726b8856c91ce94568e22b5d3b3915d67a927c1bd9c412cb9e

Observation 5e6204dc-15bc-46fc-ae84-fc6cc7e717ff · outbound

This paper cites Vision transformer inspired automated vulnerability repair,.

Knowledge-Enhanced Agentic Vulnerability Repair Vision transformer inspired automated vulnerability repair,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.227389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:dd235e8cb4dafc8d16dc78df79e90c9e642eaa5502891c4ed9e0ce09451dc222

Observation 92860e80-24c0-4572-b17e-8ad207e15b19 · outbound

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

Knowledge-Enhanced Agentic Vulnerability Repair Beyond tests: Program vulnerability repair via crash constraint extraction,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.224014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:f44135328c1db38159473aab80cdea2ddc2bc81743dd4979889edb3c6dd01130

Observation 6d6d6293-5ba5-4232-b1d4-26578afae5a6 · outbound

This paper cites Patcheval: A new benchmark for evaluating llms on patching real-world vulnerabilities,.

Knowledge-Enhanced Agentic Vulnerability Repair Patcheval: A new benchmark for evaluating llms on patching real-world vulnerabilities,

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-07-02T08:36:47.508689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:2d07f0e5773fb3a36635466f20518aae61a6a6dd5a68b1595618a8aeccf0606c

Observation ed6c0b1a-d70a-4ce1-b0e9-3d0575a9a2da · outbound

This paper cites Large language model-based agents for software engineering: A survey,.

Knowledge-Enhanced Agentic Vulnerability Repair Large language model-based agents for software engineering: A survey,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.229037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:3c5939d404021cfbbbeec7b42932e0849db6a05a2c3277bc84cb219ae8dc3743

Observation db56612a-cde1-442d-8ba8-8520a8cb4bf9 · outbound

This paper cites Autocoderover: Autonomous program improvement,.

Knowledge-Enhanced Agentic Vulnerability Repair Autocoderover: Autonomous program improvement,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.235386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:c9c6ff0222ce6ce9d5cca7483336a081f54067b790706066e2c6f45ce8ce0488

Observation ac8195e8-026d-480e-9dfa-0478b9ddd3db · outbound

This paper cites Swe-agent: Agent-computer interfaces enable automated software engineering,.

Knowledge-Enhanced Agentic Vulnerability Repair Swe-agent: Agent-computer interfaces enable automated software engineering,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.259374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:688593461ac0fe6210d208820d5eef1b7ac681e776fe325093fa1e35ac5bd4cd

Observation c68f23d3-6ec4-4f16-be83-0318c6b9ae98 · outbound

This paper cites Atomizer: An llm-based collaborative multi-agent framework for intent-driven commit untangling,.

Knowledge-Enhanced Agentic Vulnerability Repair Atomizer: An llm-based collaborative multi-agent framework for intent-driven commit untangling,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.282805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:abdac025da5e88c3c44c8eb06026ed381c4ccc4b9ad88ec6593d2be930f2651c

Observation 9f82b20f-d55c-4aed-bed8-7e6ae7dd82f0 · outbound

This paper cites an unresolved cited work.

Knowledge-Enhanced Agentic Vulnerability Repair Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-07-06T04:41:59.274622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:547d155a0aa4cc2efdc8b38160e87a60b2281b4fb85361a6f37e8beed977dfff

Observation 37cc4d4f-7978-4003-bcc6-b14de21255e5 · outbound

This paper cites Localizing vulnerabilities statistically from one exploit,.

Knowledge-Enhanced Agentic Vulnerability Repair Localizing vulnerabilities statistically from one exploit,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.249165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:47c5c15e03f9f1391e1e1a4bc1b7c47d99024c5708e11285c21b46b1b4bd0869

Observation b41a1a91-7e66-4c5b-90c1-635d0509c142 · outbound

This paper cites The future can’t help fix the past: Assessing program repair in the wild,.

Knowledge-Enhanced Agentic Vulnerability Repair The future can’t help fix the past: Assessing program repair in the wild,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.215699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:90d8e9808883e3c043a764c309e6562fb87562cc3966914af2b6396e68825de5

Observation 9c01636e-8f0d-42f1-b8e6-b469c5c99d12 · outbound

This paper cites Vulnerability repair via concolic execution and code mutations,.

Knowledge-Enhanced Agentic Vulnerability Repair Vulnerability repair via concolic execution and code mutations,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.273114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:dc0e6a20ba12cffa815fdb6c05095ca0c8f9340cba34989ec25a7e1844ad8678

Observation 0b97107f-7d31-4846-8bb8-823b1f06f35e · outbound

This paper cites an unresolved cited work.

Knowledge-Enhanced Agentic Vulnerability Repair Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-07-06T04:41:59.281127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:6334a3f292172a3b3acfe7e10103ad26b8f19f4c63741e5a06ff44f9af90f9eb

Observation b86db67f-6772-4d18-b653-114ce773b26c · outbound

This paper cites ReAct: Synergizing reasoning and acting in language models,.

Knowledge-Enhanced Agentic Vulnerability Repair ReAct: Synergizing reasoning and acting in language models,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.213801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:15ceeddeb2b0bd034b97ac8cadd7037cfdc06760168acf6dce55852328e9ddf8

Observation af82a3c2-0c25-452c-83d8-0b41f60f26f1 · outbound

This paper cites Context-enhanced vulnerability detection based on large language models,.

Knowledge-Enhanced Agentic Vulnerability Repair Context-enhanced vulnerability detection based on large language models,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.277945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:46bd029724bd9add76ff88392f4c47e0ba4a836227031a4b9123727a6cc7b6dc

Observation b3160054-eea8-48d9-ae62-2efa2297bd0c · outbound

This paper cites Patchscope: Memory object centric patch diffing,.

Knowledge-Enhanced Agentic Vulnerability Repair Patchscope: Memory object centric patch diffing,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.232087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:f98bbe2a3bc09c7aec720b8091fd892df5dfa240e195e9730ed9fc7d1391d941

Observation b224c5de-ebc9-4836-8afd-45cd535331f8 · outbound

This paper cites MVD: memory-related vulnerability detection based on flow-sensitive graph neural networks,.

Knowledge-Enhanced Agentic Vulnerability Repair MVD: memory-related vulnerability detection based on flow-sensitive graph neural networks,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.212028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:7724e1fa74a0567365925ec1d1b2112b6ef2585b23078f8b61f09f4bbcbadd76

Observation 81709798-220f-4f04-a842-d79d5430edc9 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models,.

Knowledge-Enhanced Agentic Vulnerability Repair Chain-of-thought prompting elicits reasoning in large language models,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.217414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:21321c5761074431e30a514d91782977c24a48cf74c1cfe29255d42b9a966cb2

Observation 76e607e5-2aeb-4773-b336-d1622e25cff9 · outbound

This paper cites Vul-rag: Enhancing llm-based vulnerability detection via knowledge-level RAG,.

Knowledge-Enhanced Agentic Vulnerability Repair Vul-rag: Enhancing llm-based vulnerability detection via knowledge-level RAG,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.254440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:1c00934c19bfaf6d66421c1bf3a49b8c5e09e23fd43db2e66007124ff270f49c

Observation 8c625fee-b228-429f-bd06-5b53088445ac · outbound

This paper cites The faiss library,.

Knowledge-Enhanced Agentic Vulnerability Repair The faiss library,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.210313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:4e750cc421df59f59f8f847100c380a9ea4ec196d643247dd494dd5560cb314d

Observation 4d603162-992e-402d-b5c7-32ba65633848 · outbound

This paper cites an unresolved cited work.

Knowledge-Enhanced Agentic Vulnerability Repair Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-07-06T04:41:59.230500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:08d2deccb7e7023d3406a6414d9d1e1ace252c34ebf353d9383dd4ec4fcaf43a

Observation 0e837021-8e3f-4410-9d06-f8f1138e56e7 · outbound

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

Knowledge-Enhanced Agentic Vulnerability Repair Code Llama: Open Foundation Models for Code

Reference 45

Resolution
verified exact
local_arxiv, observed 2026-07-02T08:36:47.505208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:22dbd42b009105a9af2b4c97d7c3a3ec5ecb384165fd3d424017a270c3ea20a3

Observation e2628e0a-b8d2-4036-935d-7bc64454c6a8 · outbound

This paper cites Term-weighting approaches in automatic text retrieval,.

Knowledge-Enhanced Agentic Vulnerability Repair Term-weighting approaches in automatic text retrieval,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.222392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:843aece3409cda41bd89c8847c42de53edd0b735cd47a313fd4392f8d3554077

Observation aa993bd1-4064-46c3-90b4-8c3351a16097 · outbound

This paper cites Vulnerability detection with code language models: How far are we?.

Knowledge-Enhanced Agentic Vulnerability Repair Vulnerability detection with code language models: How far are we?

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.242242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:947d04d26917c4ce1f93bde02b333da5008689977474cc2045065b4ea1052bb3

Observation f359d404-ceaf-45f3-a598-c22a151a6d94 · outbound

This paper cites Trust enhancement issues in program repair,.

Knowledge-Enhanced Agentic Vulnerability Repair Trust enhancement issues in program repair,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.225773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:f31fc2b8fc2d281856fccf5de05c0365c5126ccdad62a999bbfd4cade5f95e56

Observation 3c037911-0e77-4f68-aeed-ac873818d814 · outbound

This paper cites How effective are neural networks for fixing security vulnerabilities,.

Knowledge-Enhanced Agentic Vulnerability Repair How effective are neural networks for fixing security vulnerabilities,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.250851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:4e0cf0687c74a683e286520f723357cc7a462a25b2af9b2711508a30a1bc53de

Observation 6e9f5f4b-41a5-43da-800a-676125a6d554 · outbound

This paper cites Rethinking the capability of fine-tuned language models for automated vulnerability repair,.

Knowledge-Enhanced Agentic Vulnerability Repair Rethinking the capability of fine-tuned language models for automated vulnerability repair,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.252707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:25a932cabfb64fe5697ed0585a37ea7b31e122d3110b877ba6137e265e6ec188

Observation 6ed18a99-cc12-4bde-846b-17064b0ff24f · outbound

This paper cites an unresolved cited work.

Knowledge-Enhanced Agentic Vulnerability Repair Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-07-06T04:41:59.268185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:02247e5af0eb6625dadb50cc70ad70145f9dfa487179caf8565c5ee4328ddfba

Observation d1832147-654d-4dd8-8115-28d4b5c2eb29 · outbound

This paper cites On the evaluation of large language models in multilingual vulnerability repair,.

Knowledge-Enhanced Agentic Vulnerability Repair On the evaluation of large language models in multilingual vulnerability repair,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.247443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:98bf513332a19c26ffc1fcb9370f3b8beee4498854fd37087f9789fb9960c73e

Observation 4899562d-f446-4ed4-9102-538ad8224d22 · outbound

This paper cites Morepair: Teaching llms to repair code via multi- objective fine-tuning,.

Knowledge-Enhanced Agentic Vulnerability Repair Morepair: Teaching llms to repair code via multi- objective fine-tuning,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.276254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:e6315b3933c035e60d5f347302db2672bf1d4ae9a10b70b216636c4be6c15ec4

Observation 0f2143a9-9578-4ccf-9e02-1359e3608ede · outbound

This paper cites How are multilingual systems constructed: Characterizing language use and selection in open-source multilingual software,.

Knowledge-Enhanced Agentic Vulnerability Repair How are multilingual systems constructed: Characterizing language use and selection in open-source multilingual software,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.265015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:9f3090a4ae7ef4bc9c6a496fd0cee28398c7c6b6ab6c4bada340b540a6ac63da

Observation b42ea152-a2f8-46bd-88fa-ad4fdea4f8c7 · outbound

This paper cites Sleuth: A switchable dual-mode fuzzer to investigate bug impacts following a single poc,.

Knowledge-Enhanced Agentic Vulnerability Repair Sleuth: A switchable dual-mode fuzzer to investigate bug impacts following a single poc,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T04:41:59.284336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T08:34:20.374717Z digest=sha256:301180131dda1187730a6f598c32587c25f7567172f7c944c5c59f0bd1048746

Pith citing papers

No inbound Pith citation observations are available.