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Paper Citation Record · LEDGER

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE

As of 8 August 2026, this Paper Citation Record lists 91 of 91 outbound references and 0 inbound Pith citation observations for arXiv:2607.21676.

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

pith.paper-citation-record.v1
2607.21676 v1

Coverage vector

measured 91 of 91 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T08:19:04.490316Z

measured 91 of 91 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

91 of 91 outbound references displayed

  • verified exact14
  • verified fuzzy0
  • unresolved75
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 49251dea-38ce-4b47-80c4-c60f5ca3951c · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:52.921245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:52.921245Z digest=sha256:66cf0a3ee4f9f293960e7fd8c97fbe013b5d93c8a8a6124869f200bb42aea538

Observation c4b6d351-7f37-4f37-90d0-5dd1033d6472 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:53.014403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:53.014403Z digest=sha256:db2e725d6edb35020f8c0c58122024605d012be30c5ae282647319e5303c1786

Observation 42dbacf2-4322-4be2-9f53-76364304a4bf · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:53.146011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:53.146011Z digest=sha256:6d3e4bf861a8a25e2642c659e01866ff9421fed4c9f25c0548db6064f9340596

Observation 91696240-595c-44b3-9645-ba0b873debf3 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:53.381910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:53.381910Z digest=sha256:c372d915cd02c9aff47d63590d6bd6aca2b9a7bee166348986c96d73f9ab0ae7

Observation 7ef2828e-b5d8-45fc-8ab1-9ba386e350f9 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:53.469628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:53.469628Z digest=sha256:692a34de84caddadd183bbeb6a714e5fa61ff415d7c5c81f5fb10b980518ad2e

Observation fa98a512-3f7f-4e21-a85c-795c8c1dd0d6 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:53.609975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:53.609975Z digest=sha256:dde391b5a997e3d21a201b38757a1554338e4fc2f21589c52d7dd3af542ae1d1

Observation 8954bccb-e590-4e89-b746-f2bfd123f981 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:53.742653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:53.742653Z digest=sha256:d0a940c1cf06467d5b3db41ed8322201d8c618b9d058a48602ca4763ace99c2e

Observation 2aecf385-4e9c-4016-8124-7fde1b6b5eee · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:53.946186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:53.946186Z digest=sha256:1f8351155f5342ec9557c0f4a132bbf9b0dc17e34a4c9057af58045284375f3b

Observation 301d5b87-803c-4c2f-a21e-c4bc1676f8e6 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:54.109833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:54.109833Z digest=sha256:7b3d5cf5edd51dd45031db875c5eb7c909f58ec2fd539fd26b78ab04966edd7e

Observation 12dafb54-2e71-4281-80a8-a9283eea90e9 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:54.292200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:54.292200Z digest=sha256:9a1f0b367e02d74acd647aa55a26d7929c81a421e93c5e19b841ef32d390ff55

Observation e52deb3f-6e7b-45dc-80a9-4ed087c08d53 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:54.443324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:54.443324Z digest=sha256:a4ff00449aa352202c8b8ef8001bc35f644b9b47fc8d43969bfeb285c4c12de1

Observation 8fec2291-077f-492f-bd9d-a8fd4ca5b676 · outbound

This paper cites Donaldson.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Donaldson

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:54.555141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:54.555141Z digest=sha256:194b9109ef9d0997add37ab626de7a8c49fdda7088672926431aada9994b1300

Observation da19305c-7c14-43e9-a8b6-de6277791374 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:54.689472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:54.689472Z digest=sha256:d01883f8742e739a5073887531b4837dbcfa6c094d12ab504831a9233e180b5f

Observation a8f5c813-f2aa-46e5-ac9d-9a01dfdb4e43 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:54.868971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:54.868971Z digest=sha256:595566857940a1da930a2d00e8eb42f02843ae5eb61186f2cfae04a6afdd069f

Observation 5847d400-cbd8-4996-a70a-03d6da4a5a0b · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:54.994517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:54.994517Z digest=sha256:3c789316b9256aadb35c0ac0cf30ce1a2b3b636a6e773ad5691f6feaf574eeb4

Observation 693d1bbf-548b-4467-b922-f39a9371c22e · outbound

This paper cites Păsăreanu, Koushik Sen, Nikolai Tillmann, and Willem Visser.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Păsăreanu, Koushik Sen, Nikolai Tillmann, and Willem Visser

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:55.204916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:55.204916Z digest=sha256:78098f3ac5b6236b6eb5de4e4d20e30fc6437aedbc0c464e904f1c9812ee0bdf

Observation f222ddd6-cfd0-4c6d-823c-eb058add7e4a · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 17

Resolution
verified exact
doi, observed 2026-08-01T08:24:15.365330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-01T08:18:55.319428Z digest=sha256:255157c146fecb4aff4bc669376c46045218e33ea50ba54af69d1a1addb87cf8

Observation 75bc33ea-8122-4e4e-aa6d-7acb02f74d4a · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:55.454574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:55.454574Z digest=sha256:6730ece1ff0163e813cec4fb55c0d2c0af4a5b00c9b04d25df78078b445ac21a

Observation 42685088-8692-4363-8c7a-6014dfdd42b5 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:55.661134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:55.661134Z digest=sha256:487825a815e863c42eed84f5537f3298cc35dfe7450d8a8387037463365883f1

Observation 5784086e-b717-4703-9b68-463e8d53536c · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:55.816138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:55.816138Z digest=sha256:5cc028a955020584bb238c2eb74fcb195a40328e8c27dea6886c88cd2ea43107

Observation b6d71618-8132-464c-9a4f-7854aa716397 · outbound

This paper cites Utilizing Precise and Complete Code Context to Guide LLM in Automatic False Positive Mitigation.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Utilizing Precise and Complete Code Context to Guide LLM in Automatic False Positive Mitigation

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:55.922536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:55.922536Z digest=sha256:390f8d911a19a2b8988947341530491c0b3a01426328335495b25dba5c47a929

Observation f13621ce-b6f0-4ac1-a342-62c0153ca620 · outbound

This paper cites Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE

Reference 22

Resolution
verified exact
doi, observed 2026-08-01T08:24:14.955539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-01T08:18:56.038967Z digest=sha256:8fb24fb97e1ddbba1ecf2e53f692851025d5efb7f6973ac66a8ff2e144b86223

Observation 2e11976e-c9c4-433c-a05b-0618022c3622 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:56.188894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:56.188894Z digest=sha256:6bebce1ad4b7f960cce67af8ac95d5a07e142e55b5e911fc9e0edc93b11b5826

Observation f94f47eb-5dba-4535-92ba-e8410474542b · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:56.392471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:56.392471Z digest=sha256:03b630051be759607030754af9276c52a18cc4959e8037c0e13408a7b1c4e994

Observation 7d44f969-20ef-42be-b2e6-c6b5a3a0a87a · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:56.625568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:56.625568Z digest=sha256:fe4b563972b80f3f436a4e2f14ef004d750dfe4dfa8545d799c3b96d70ad992f

Observation a13c4d59-fbf7-4cbc-9724-c384ab8cbb58 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:56.755515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:56.755515Z digest=sha256:cdcb015e3024cf4cbb1c5137f59ccb200a60c5c804b977aff5da6ed2e68cc3f9

Observation 4a83a67a-1c65-4ef7-8900-347f9eda9413 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:56.840389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:56.840389Z digest=sha256:bcea60566bb75d1f259b333082c2f354b1f6dc55d01288fb1e4b1809c4217e90

Observation 33fdef69-f86e-4e99-a81f-4e4d33c49114 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:56.940523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:56.940523Z digest=sha256:27673be7aa4d90efd8c752a608cc515610c319c29c9ecd7a54b3b255b4e89e22

Observation 31d012de-9ebf-4adf-96e7-57392bab90fe · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:57.075706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:57.075706Z digest=sha256:c2774367d01a13a2c478c94a5ba47b1d7b1ff71076df1b1163affc703e2ef662

Observation c1fdc9c8-1b74-4230-aed3-299b110e48f6 · outbound

This paper cites DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:57.220994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:57.220994Z digest=sha256:e398642b763954dd1f9b938efb0fef645b540ff0ccc03d94bf5fd306ccd09a19

Observation 21df1b55-4b29-4357-8055-f24b1cae14e8 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:57.306516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:57.306516Z digest=sha256:b5a11f9a3304cfd76320280d49cf0a4c899b79f0a0a7ac7f8f6f79dfd16901a6

Observation 6a1289b7-778c-4761-94dc-9dd0ab2c2d9f · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:57.406272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:57.406272Z digest=sha256:5d7b4fcfa470e3bdb538d3331241458f899f115d0cc3f4a1e14aee95d148bace

Observation cfa9d0ae-8200-4857-ab2d-3a33216fe670 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:57.468303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:57.468303Z digest=sha256:9f989777401cc2fd2923e4c10e4e970ef3ee3ea6934429a4de576256b4478026

Observation e883f872-e692-41df-9789-80b6d7fecafe · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 34

Resolution
verified exact
doi, observed 2026-08-01T08:24:14.575424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-01T08:18:57.555353Z digest=sha256:26a59555b2a21e92aa3b4d8241fe112379657db5d6098c869ece46b35b98e00b

Observation c1820b96-97d7-489c-bc2c-160e42c1ac5f · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:57.743284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:57.743284Z digest=sha256:8c40e7c33d58a192fa32153129d13af0c39bf73eb7b025b527d5c51ade890536

Observation a0364b93-7741-4fcd-9d41-c760468761c7 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 36

Resolution
malformed identifier
no resolver link, observed 2026-08-01T08:18:57.955069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:57.955069Z digest=sha256:e493863ecdfb7c77a36473ab86891f5b528a6fbf58ecae40cce5a5b06ccfb5a2

Observation f9732356-ee78-4235-b54c-5b9c6e206ab7 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:58.086263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:58.086263Z digest=sha256:cbe41a1a3396049b1ca9a4ec6ea3b0900935b7776df8b13e20b6434a617b1f3f

Observation c079c6fa-34d9-482f-8607-8114913c17e2 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-01T08:18:58.190883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:58.190883Z digest=sha256:111ec00a08fd17bec2019050c405964d0e2aa763ba867c817a416125a93ddf1f

Observation a56eb0d1-ea6b-44df-8131-e3dabb8c409b · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 39

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unresolved
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source=pdf_text observed=2026-08-01T08:18:58.307423Z digest=sha256:1b7e10bae90e82821e83a9eccff89a2572d50600174ee7eab9af6e5e073b8bc8

Observation 65bb3be4-4a47-4412-aafc-1c24613b19a6 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 40

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source=pdf_text observed=2026-08-01T08:18:58.368379Z digest=sha256:07f9528639941a426a0faa19994999d0a1e392ff2b5c49e90cb3a09d431ce4d1

Observation fbd2db89-3a46-4d02-a943-95fc2ec79d1e · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 41

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source=pdf_text observed=2026-08-01T08:18:58.518883Z digest=sha256:94ced5a6fdbf1171064ae4d0e588534a2f2d2b047f6582b20c7964bf09eea247

Observation de1a77a8-2ed3-41b3-933d-56a6db5b3926 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 42

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source=pdf_text observed=2026-08-01T08:18:58.646697Z digest=sha256:9041179284e66b88b3db076c16aa4b30769925909a01967891d0f1b420e0f8ef

Observation b0ed8cb0-76c9-4d74-8bb6-34c84d17c01f · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 43

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source=pdf_text observed=2026-08-01T08:18:58.819715Z digest=sha256:4bba54e7117f16d444874fa847750a14a8c43a260810173f009733105ee3784c

Observation d4193ac2-c630-4104-8591-5152194e9901 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 44

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source=pdf_text observed=2026-08-01T08:18:58.999273Z digest=sha256:1e6b9c310b2e1b67cb20ab5035a59ec57d3d003d07842bee64446d5b004f76c1

Observation e863d7fd-5d1c-409c-a057-19710c210be6 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 45

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source=pdf_text observed=2026-08-01T08:18:59.133226Z digest=sha256:63571f475133e1d1d82eb3e1c0193d354559e55d1ba477d7ce5a9af95289e015

Observation e8d8331f-c47f-4d22-824b-771a9cd0d41f · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 46

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source=pdf_text observed=2026-08-01T08:18:59.247434Z digest=sha256:ea4877872c6203b900fe6172ae34b749812de8d916be34f820d345eee0e52635

Observation 575e5791-a26c-426b-827e-89043ac2ba3d · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 47

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source=pdf_text observed=2026-08-01T08:18:59.467605Z digest=sha256:8cc0991b4ed76fa0f80aed03026ca23687d2d9a5e8ce6a94c8e08dddbf3b9426

Observation 0d52b390-8d91-4f6e-bb47-dc7801a0f3cf · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 48

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source=pdf_text observed=2026-08-01T08:18:59.593036Z digest=sha256:286e03244435dd6b001e59e01cdf48ab7deed215497ddecfbd9bfe2ace27e7f2

Observation cb25d270-1fb9-4694-94f7-c065e2670afc · outbound

This paper cites Foster, and Michael Hicks.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Foster, and Michael Hicks

Reference 49

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source=pdf_text observed=2026-08-01T08:18:59.677051Z digest=sha256:a9e5dedf48ef1d747ff3afb93b61bdb7b2e681c1582fd7d763f22986888407af

Observation 4c5eb9fc-a50f-4116-9fe1-272e401c19e2 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 50

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source=pdf_text observed=2026-08-01T08:18:59.750078Z digest=sha256:42633b9e2e81ac3a8c6845a3fdeae81eeeadd9f1e0b532c0838b963b9665b395

Observation c7665834-d500-4240-8ba1-dac2e0691c61 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 51

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source=pdf_text observed=2026-08-01T08:18:59.811741Z digest=sha256:466078aeff19e12c45d5c74ebfee2aaa55a0beb680c5d981a9b094905002153d

Observation c7b2e31e-3ff3-4e52-ad7e-ccf25ba07684 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 52

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-01T08:18:59.904897Z digest=sha256:9b94a6332a6ee436e1a95fa8a389b865d441aeed69875e5456e73f680990dd9f

Observation e5259d97-4f82-40e8-b049-889b52961c1e · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 53

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source=pdf_text observed=2026-08-01T08:18:59.988302Z digest=sha256:b72a6d4acbb99094a0db79241d044441831fd416cd39233ce96c43ddc65cf0d5

Observation 63e3c48d-f260-4c40-9068-2f90a908fe6f · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 54

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-01T08:19:00.054560Z digest=sha256:1da3f393b836a96605217a6e65ef1840096d5e937c043fc02104cf5899ae9dcf

Observation 322e70c0-5e7d-46c5-972c-bacbb642f585 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 55

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source=pdf_text observed=2026-08-01T08:19:00.144296Z digest=sha256:778505d155501a55b8e641dd652cee65d1099d1eaee862e88a8fb9080ac66222

Observation 9562c989-730a-4ff3-8e17-ff5bd477af85 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 56

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source=pdf_text observed=2026-08-01T08:19:00.307378Z digest=sha256:c231043237d201f3857e71134cd6c64e888ad48be00074df72a3773696756fad

Observation 289a81de-0d43-456d-812f-288ccb3840f4 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 57

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source=pdf_text observed=2026-08-01T08:19:00.434528Z digest=sha256:81e52b8cc53fd09d67c8c99cd72cd79a8ca863c9d3f0ba6c37404401cbbdf9c7

Observation 4f5a5bcc-0805-4894-bbfd-7b3cab09bc81 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 58

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-01T08:19:00.581865Z digest=sha256:e69c3b2532d1f31bcab3deaaa1eadb337415c088eb07319c8c40f2574a92f874

Observation 223713fd-8c3c-48b0-8ac6-2be14c71fa79 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 59

Resolution
verified exact
doi, observed 2026-08-01T08:24:14.211305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-01T08:19:00.752368Z digest=sha256:68c3bfac62cc8bf6958807cc25e3ced07c524e9b6dde8af009764cd095dceb22

Observation 52037c18-b705-45c5-aab0-a3308e6b62b9 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 60

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verified exact
doi, observed 2026-08-01T08:24:14.038082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-01T08:19:00.871284Z digest=sha256:fcb54f41a81ee30e6568f1f8ebb26f2002d1727e03cca645a7f8ed64c7cfd770

Observation 03111bf4-8877-47e3-90a7-ed1761e4f646 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 61

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-01T08:19:01.051422Z digest=sha256:3d9c03ef7b7733a1dfccc7f4f5a8826fe3519873261af1c38746933d93fb27d3

Observation 2a584d46-ff35-4a1b-b73b-0b0328fef5fe · outbound

This paper cites Keep It Simple: Towards Accurate Vulnerability Detection for Large Code Graphs.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Keep It Simple: Towards Accurate Vulnerability Detection for Large Code Graphs

Reference 62

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-01T08:19:01.240236Z digest=sha256:1f570be4b7843e7b9d8003aef36a70b19eae312313846b74e6ba680376236ab6

Observation 7312acc2-9126-4016-b7f5-751c07789c71 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 63

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verified exact
doi, observed 2026-08-01T08:24:13.929498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-01T08:19:01.393040Z digest=sha256:4c27992e7982a5bc4c9f60a3f09844f65e1bfa558f9257567b79f412ed9eb585

Observation 0dafaf23-74a1-459e-b257-c019931ee9ad · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 64

Resolution
verified exact
doi, observed 2026-08-01T08:24:13.762484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-01T08:19:01.496669Z digest=sha256:ac3e4130718520eb58d351370bab6526caa987bd14c532f36cd8569c06758a7a

Observation b3dd4797-c20e-4400-8542-877a7dadec54 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 65

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:19:01.625179Z digest=sha256:e4987a0d33fbc4825e1cf4438e6596751e13e40571a98796ef0c3a2761a2da20

Observation 80f9620a-cff3-4df7-b004-8b42e6669fac · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 66

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-01T08:19:01.750795Z digest=sha256:3fc0ded61e50e6159d84dc400015813e6ab80e6db473344b52f8d89a130ab2cd

Observation 3dddd843-0198-45ca-83b6-ff7b3a04db4b · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 67

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unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:19:01.847690Z digest=sha256:a377f76ea551c9027ab7b1e67c8f277e4b678deb46dacefec3f5253114200085

Observation 63e735c2-5225-4c99-bb42-722250a713af · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 68

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:19:01.954267Z digest=sha256:6328f77e127e2113f9ab0e0d33207be72bf1c8ec98907d71ad2bf7a8c6e2efb5

Observation 4915af55-0c06-42ca-91e3-c176a5ed32a9 · outbound

This paper cites LLM4Vuln: A Unified Evaluation Framework for Decoupling and Enhancing LLMs' Vulnerability Reasoning.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE LLM4Vuln: A Unified Evaluation Framework for Decoupling and Enhancing LLMs' Vulnerability Reasoning

Reference 69

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no resolver link, observed 2026-08-01T08:19:02.194716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:19:02.194716Z digest=sha256:8f273f66908f713a22e5fb9dbf463d192545579858ddc784e5caa09a9ff25e0b

Observation e4120ced-7f98-4dde-84b0-4f0dbbbbb3d1 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 70

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unresolved
no resolver link, observed 2026-08-01T08:19:02.291097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:19:02.291097Z digest=sha256:00f38b3eae12683d3e2b23e1d5b03dc3cf81eac8d2f22fe337097e011dd19a20

Observation 7c85af79-fe79-4555-b79a-db4c192b08ac · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 71

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unresolved
no resolver link, observed 2026-08-01T08:19:02.381298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:19:02.381298Z digest=sha256:4ae5442ca78fd4911bd1c780262cbe8ccb1254d8dcdb75863cec84b10da44058

Observation 75dac01f-53c6-42e9-bf75-d5ffda196db0 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 72

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unresolved
no resolver link, observed 2026-08-01T08:19:02.497961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:19:02.497961Z digest=sha256:6399420b272ffd93ad2f59a55dce8503c90f1e3f217818579db0431c66f15253

Observation d22df12f-de46-4b1a-a473-cf9a7eec39c4 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-01T08:19:02.607573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:19:02.607573Z digest=sha256:dbe86a03139a859e66a8306e204db84a1883489d5cd81bfd79a019acca673e6b

Observation 9c23fb78-a3c9-4441-ba62-2953afc9993d · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 74

Resolution
verified exact
doi, observed 2026-08-01T08:24:13.574546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-01T08:19:02.757830Z digest=sha256:833b80e3ea185305017c9e7d7e7b6473ee6ba031a792b6159852cef7c2ddf83f

Observation b57ba9a8-4bda-4368-a23d-615929a8a357 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-01T08:19:02.873274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:19:02.873274Z digest=sha256:4394c1cdaccb7c0a1cc9174838889090e432ff11adde4d0da656c53e9ebb47d3

Observation a80be65e-95cb-4f82-8220-99caccc01276 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 76

Resolution
verified exact
doi, observed 2026-08-01T08:24:13.464307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-01T08:19:02.998216Z digest=sha256:32673c5df53774ded4292506477f4b5da65f3dddb742000a48d14e773f93548e

Observation 10074e51-560d-4f7f-a1b1-db7854982c24 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 77

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unresolved
no resolver link, observed 2026-08-01T08:19:03.114278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:19:03.114278Z digest=sha256:86819296e3be7f0ab8774be3fb76c262e21324622e16fde6d872774cbad4f64e

Observation 927b8ca4-8a67-4ed3-9896-5b2397d5a815 · outbound

This paper cites Chi, Quoc V.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Chi, Quoc V

Reference 78

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no resolver link, observed 2026-08-01T08:19:03.282315Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-01T08:19:03.282315Z digest=sha256:05aa404b298f38c377ff54a65ab6c4efcd440d56d2ab46df10c5d74eee1bde3c

Observation 081ada4f-6066-42fd-933b-29a4a7f3ff72 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-01T08:19:03.395046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 97eb6f29-0ee5-4fa4-9f4f-518dbdcaf5c1 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 80

Resolution
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Source-reported events for the cited work

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Observation 58dc01cd-6388-4726-af6d-9c94bf840f9d · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 81

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 82

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 83

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation dd72c8be-b9a8-4e43-9258-f13e43cc0d54 · outbound

This paper cites an unresolved cited work.

Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 84

Resolution
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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation cb17ed32-703c-4f1c-a676-769be911bd6e · outbound

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Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 85

Resolution
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Source-reported events for the cited work

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Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 86

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation fd894895-8dc7-413e-92bf-48e73d486e2f · outbound

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Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Yegorov, E

Reference 87

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 88

Resolution
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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 0161344a-76ca-48dc-835c-b7ff7739c189 · outbound

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Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 89

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e5ca5639-2dc2-4c54-8a5c-ab18e2a2b07f · outbound

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Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE Unresolved cited work

Reference 90

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ff86defb-cf5e-4b47-ae88-e368098e5db9 · outbound

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Directed Symbolic Execution for Vulnerability Discovery: An LLM-Guided Approach in KLEE arXiv:2512.21238 [cs.SE] https: ACM Trans

Reference 2025

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Pith citing papers

No inbound Pith citation observations are available.