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Paper Citation Record · LEDGER

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction

As of 8 August 2026, this Paper Citation Record lists 100 of 102 outbound references and 4 inbound Pith citation observations for arXiv:2506.18795.

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

pith.paper-citation-record.v1
2506.18795 v1

Coverage vector

measured 100 of 102 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:19:52.533470Z

measured 104 of 104 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T10:21:40.799619Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T17:47:18.174792Z

Reference resolution

100 of 102 outbound references displayed

  • verified exact0
  • verified fuzzy9
  • unresolved91
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 898046b3-2ad8-4376-8e10-5b1febf8bb10 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T23:19:44.023197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:19:44.023197Z digest=sha256:0bbf7783971e2b348360242dd61cc91e5b30e887af4d1213c43561a79b97e4cc

Observation b483c05c-223b-421f-9401-19402ce4c8c7 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T23:19:44.247089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:19:44.247089Z digest=sha256:0ef1fd8a78fb2707cda5031ff39e72c1f13e53be5c7e2ec27343e232e8ce0899

Observation c7ea1a43-7d57-4c14-8a4e-f5fdc69f2a38 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T23:19:44.374652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:19:44.374652Z digest=sha256:34f3bab232a280e54f8085fe9d99eda743bf9d9bea012629fd6fb5b729301070

Observation 391512f2-984f-4111-998d-42450371e3dd · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T23:19:44.418010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:19:44.418010Z digest=sha256:9688c7e8e3979626f216f2b0dfbd46d3b7b0e9ef9e6e6390075d27f9d9dde996

Observation 64035801-6b53-460a-a5d2-7c0d32c30377 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T23:19:44.482086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:19:44.482086Z digest=sha256:185fcc365b637d8307593e2f9bb666f0daa969e1b6a23fef2779ffff6707af35

Observation 92e787a2-1ac3-43fb-88a3-352ecb85e306 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T23:19:44.519377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:19:44.519377Z digest=sha256:128abad0134e2346577c483bb203339570fbf0305243a52c17306e247d84ce34

Observation fc3914a6-0da5-40e8-8ae8-e08d8dcbe65b · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T23:19:44.576762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:19:44.576762Z digest=sha256:d98f5ae8e596c5d222d54ebc4f21df5c0ddc31a1823a4c706720cc2345324452

Observation 8b425742-ee27-462a-8e42-c06873cfcb3a · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T23:19:44.639933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:19:44.639933Z digest=sha256:9751cf77d516f48752df4ab65cf46d6cb40f98c46f4ce7e320ff8d667bc53edc

Observation f10a3055-43e2-4f48-8a79-d78d60847fa4 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T23:19:44.703373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:19:44.703373Z digest=sha256:cc4ad9fec4c26788e856b0bf055e97dda11d795559bef1afa991e99c6d659baa

Observation 0095c97d-9583-4ec1-b5ea-eeb6da4f18aa · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T23:19:44.786770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:19:44.786770Z digest=sha256:7ad5a24c5e558537e79443d9bc7b5e0e55bfb3c70d8212791b6f40625d87631a

Observation f3be43ce-a648-4658-9392-665aaffe1c8d · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T23:19:44.904569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:19:44.904569Z digest=sha256:edc2d56461209533331169c57f0f3d5883dd80ead2e2fb556594ff24d31e7ef5

Observation 18fe93d1-0f74-4522-a879-179eb6095200 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T23:19:44.956537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:19:44.956537Z digest=sha256:29e9e830c534699f9d1e354a0b009f6bc633aa24fa940852b9f1c16e5e10b7db

Observation 6f7a076a-4d4f-41de-9f94-f765782ba50b · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T23:19:44.993571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:19:44.993571Z digest=sha256:50b6bed77d08de544f310aefe9a079a2e67d585a1386b62c75a425241b8ff890

Observation da6cf1ff-4b1e-4b56-a02c-af0a87b3b032 · outbound

This paper cites Rosen, Gerbrand Ceder, Kristin A.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Rosen, Gerbrand Ceder, Kristin A

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T23:19:45.056305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:19:45.056305Z digest=sha256:aea6ce7c6078eb640d2cdc833088e3757316622261ab90ab01e0c508854c0cec

Observation 6f6dabfa-99a6-4591-85ab-779717f62191 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T23:19:45.113658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:19:45.113658Z digest=sha256:7e0c92baaa500acc6b6e0d8a23a0e94979f469395212ca3636cd68b50449994e

Observation 488c6a95-2d52-4f92-b24d-e2dbe72230ff · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T23:19:45.164257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:19:45.164257Z digest=sha256:f36aeeae2471045b79caf3e704cfc29bab6fa9a5cb821a509d6b197b2d268557

Observation 76a2263f-93e8-4117-8502-8db2c6796303 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T23:19:45.230768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:19:45.230768Z digest=sha256:184f191cbd9247d482a9a1904cdcee2c5e7d7584905ffb6e633e2089e49e5742

Observation 1396dd79-baa4-41fa-b78f-c20cc1de9fd2 · outbound

This paper cites Ferreira, Rui Abreu, and Pedro Cruz.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Ferreira, Rui Abreu, and Pedro Cruz

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T23:19:45.369337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:19:45.369337Z digest=sha256:8f110b36b325b8f2b1d9cd35260f5a70d10b47269a33d4e15b69c2712c857c97

Observation 143cccf6-2806-436a-beb8-975eb4e301ec · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T23:19:45.437751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:19:45.437751Z digest=sha256:b096a66a16680efce031441c19a195735bf06d54d812f2b9f25bca1f43f09bd4

Observation 4dce8a34-8b3f-4ab7-ac42-651f3f6df63b · outbound

This paper cites In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T23:19:45.298703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:19:45.298703Z digest=sha256:9cc948389191f1725296f55c17a8afcc0db365ac6d17131f86fd1948775faf37

Observation d2456b17-9a2c-46d6-9e1e-e4c1578e87d9 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T23:19:45.538398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:19:45.538398Z digest=sha256:076cdc76deb9017c19e2a531fbe0ed411598a764e526373e5f855e779bf97e0b

Observation f63d4861-3c86-47cd-b8c2-c513be2b18e2 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:07.559749Z

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=2026-08-06T23:19:45.582596Z digest=sha256:f625fa5f02621faf525e4b1b304517d941a4d61756cb82cceadaed057bac9a00

Observation 3bbc461f-7f65-4862-875d-2ff6f9fb69cc · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T23:19:45.492282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:19:45.492282Z digest=sha256:f381748700315433e3fa32cc7a7d704cbde504a7c423da4b0c09c8ea7f42d3c8

Observation 3094c9f8-4973-4980-aa56-7462fb42f18e · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:06.828596Z

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=2026-08-06T23:19:45.735069Z digest=sha256:d5bf482687d5ca3d7b7b12bba107104148b1fae8338ec09957c058e52f81089e

Observation db390c8b-6541-471d-a543-9ad80fcccb69 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:06.691222Z

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=2026-08-06T23:19:45.799049Z digest=sha256:2185da7e7e91b631e80b2e64cdcfe88a1d6a03ec33df236bc4931687e194a60b

Observation 9be70f94-4739-4fd6-ad9e-7113fbce6b6f · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:07.262354Z

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=2026-08-06T23:19:45.632177Z digest=sha256:50f25a3db4472946a32b34f48c572a56fa72eb70b77fa36bc454cea2cd90d06e

Observation f7971a5f-1e30-4507-93c0-b71fb55ab0fe · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:06.243014Z

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=2026-08-06T23:19:46.063856Z digest=sha256:def1cd6b653d2935a9aa28fdb10692f8d463b6e69866f157472831e348f73fca

Observation 04416024-5ce8-4e07-9351-c4b9262f1174 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:05.978756Z

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=2026-08-06T23:19:46.115665Z digest=sha256:10b9fe614186307dcc04a72f25f1ca0504de02aaff5ed04775ae72f9c920fd1b

Observation 9bccb0e0-054d-499e-85cf-53e6af11e8a8 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T23:19:46.162762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:19:46.162762Z digest=sha256:4a16234998f483531d6a5d5515390fd7ebfc35e7d6dd4f53446133d33616f2fd

Observation efcdebec-e8f5-4bfe-b7ec-b0f3d0edb389 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T23:19:45.870916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:19:45.870916Z digest=sha256:c799b1f9f886a1ff3b5a5a7809e1f438a99fa693129ca68031af28ef26fa9b36

Observation 5f0e74e5-56ad-4cb4-be36-9c8363bf9c83 · outbound

This paper cites Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T23:19:46.324425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:19:46.324425Z digest=sha256:06de4192f979fdd762ffa551f22215db7c803a273cdb5536ac5aa102949b2789

Observation 70dfb8d3-6bdf-4411-86bf-09ad548486f0 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:05.360144Z

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=2026-08-06T23:19:46.400092Z digest=sha256:559b5cbe49ef71f458a5b88f190715e9f8cba2bcede43c2c7e3b8f6df2b2bf8a

Observation 7409e2eb-7f59-4b84-b336-6038b1747013 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:05.211609Z

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=2026-08-06T23:19:46.440501Z digest=sha256:03d54a3cf0c5c04965893e4514104a830e2101c0180991996d7e48f708199077

Observation b2f67a2e-c257-4464-b5b0-2d17cca55ed9 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:05.043539Z

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=2026-08-06T23:19:46.511112Z digest=sha256:33f171a4352d5485dad1119713db1d06333931a3594b0d4c032cc22ceb9bb950

Observation 111fbffc-bdea-40fa-aed5-362a2643b064 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:05.785368Z

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=2026-08-06T23:19:46.225863Z digest=sha256:6eceebff202926eacd08361ea87272201722cb468686f8948d70e39897f2c13f

Observation 270ba542-87eb-40e9-9004-b786dd8ea03b · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:04.677762Z

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=2026-08-06T23:19:46.643999Z digest=sha256:6726aaf80151ef4bfdd340406c3465108067dcb06df97bc0c93ce0dfe5f99a3b

Observation 4e5c946d-4aba-4bd0-a392-06905b9bb491 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:04.512553Z

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=2026-08-06T23:19:46.697438Z digest=sha256:b5d9e710231adf28950390ae372b50244c82611c15553a933b9dfbc02c994767

Observation e64e515a-9252-4f92-a79d-26a756d4e152 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:04.257157Z

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=2026-08-06T23:19:46.750470Z digest=sha256:4502b8803443c15ed716b61963dfc874f917bf9ce76848b4c97630c16e9a8784

Observation 46f93edb-de55-4d01-b94c-a63748b406d3 · outbound

This paper cites Root Cause Mapping.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Root Cause Mapping

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:20:04.003904Z

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=2026-08-06T23:19:46.813230Z digest=sha256:dc33cb17d720711286a591e4ad44435808ce01232d5f65efedf730d7bdd5a61f

Observation 6318659c-0d6d-41bf-8077-785ab12ef031 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:03.822034Z

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=2026-08-06T23:19:46.876445Z digest=sha256:3f6c6c33c3408b6384c0de206bc1e817c9cde72cd83365f2e3c8915db90a5c3f

Observation aea04fe4-0e2a-484d-8e57-00cc583edf34 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:04.893224Z

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=2026-08-06T23:19:46.567638Z digest=sha256:618620f2d6a3c9f4ce7e32f9e4239235154b0ed74827ed0e757d8e28a3c6f7f5

Observation c596d86b-1d33-4644-8ada-63c7ac6543b5 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:03.381771Z

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=2026-08-06T23:19:47.018735Z digest=sha256:2fb7f9c63ff580e04fabc1c8a3cbbbf3a721a7de8461deb50a53dbc08e56e850

Observation db3f1073-a7f2-42eb-aa80-341c708d4b9c · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:03.151918Z

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=2026-08-06T23:19:47.073940Z digest=sha256:89b97c4d9e0074e95323bb9fda7c3b5ea58c6993c7196acf58a5633226f299db

Observation ab9f62af-d897-4bda-aa90-3d322bc72a40 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:02.907120Z

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=2026-08-06T23:19:47.137670Z digest=sha256:5b271fe54c8b0390d1c7591f3ae5c955ab46b3868a893d5073969a5e70287d8f

Observation 7ab0a499-ed73-45c4-b0bc-4e8b94d6ac2a · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:02.661862Z

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=2026-08-06T23:19:47.199718Z digest=sha256:83fbbe66913b34d80fedd2a6fb833b2b28b036d3975c0620dcf3d47da052a320

Observation 4dec7ca4-9514-477f-9fec-20f8745b35fa · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:02.425816Z

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=2026-08-06T23:19:47.490465Z digest=sha256:44f19df40a32a57c3a26b32d1e2f72a63d6aba21c6a962489bc2f96d2a1a8754

Observation ac78802f-147c-4785-84f8-6d035d08887a · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:03.631469Z

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=2026-08-06T23:19:46.937078Z digest=sha256:d49398d8a411c6475b4cb908923117c963d0bcbce2ba8ae173988cae2a201f1c

Observation 816f5715-f801-4294-be12-0f0701af5929 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:01.879487Z

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=2026-08-06T23:19:47.643222Z digest=sha256:9950045c5696d0cc23a30dd908a8f44d13f86bb907bf55108916fdf857cd5a30

Observation fa919db2-aa9d-4f47-90b5-2e4fd8bd8745 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:01.676604Z

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=2026-08-06T23:19:47.718976Z digest=sha256:043a5763dc373ef396cdb7667dd262d9066703606731d3bde63a98be4617172c

Observation 1ffb1595-0863-4089-a07c-a2cb56e5dcb2 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:01.445776Z

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=2026-08-06T23:19:47.797609Z digest=sha256:adaa36cc758149945ea1c6fb3386cc00553fd4fcae8c1a3e7beac77579cdc626

Observation 388ab3e9-0f70-437e-8585-284c1586cee4 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:01.307210Z

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=2026-08-06T23:19:47.833374Z digest=sha256:9190f51c5369ac3cc31f634de410076cc2b171e537c8743157e8e95dc74ea56c

Observation faf4dbc8-c6b2-4f9e-b072-15029a47aaa7 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:01.149880Z

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=2026-08-06T23:19:47.903277Z digest=sha256:8f6cb0ba98810887a9533144226af1b167f550e130eba8094936c7537856c5ab

Observation 4a58aca6-a860-4fbd-9194-c0f9227dd8d3 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:02.157908Z

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=2026-08-06T23:19:47.578061Z digest=sha256:4c55389e369c8b6cd7d393825471c3b62b776c3f611d5b45880dfe821c2f46b7

Observation afcd5d6e-a31e-4e3e-bbd6-abf936b38b33 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:00.861100Z

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=2026-08-06T23:19:48.124273Z digest=sha256:028521f1f6dde6effedf67edf8d53824325b86707618132142e6ca3f433845d5

Observation 730aafcc-ff1e-40e5-afb1-786d04cf34e2 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:00.711024Z

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=2026-08-06T23:19:48.224685Z digest=sha256:3fcc6b787a1364a7d89b52dffe59ef4d050f77d6abeaba5bc0ba827cfadad95a

Observation 12c13a6b-7039-4838-9032-f3857de37050 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:00.537737Z

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=2026-08-06T23:19:48.356300Z digest=sha256:d96711f0c91b2fc285eeb83656affcf0508b3639dae7805e04750b24a6a3ab9e

Observation 0a7aa204-1d07-42dd-a517-b925f96e212d · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:00.408122Z

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=2026-08-06T23:19:48.422490Z digest=sha256:5b8c0baa57fbd7186b9d6647880fc5c6b6776cacb9841f1f5755802f7df57f5c

Observation ff129ccc-4885-45e8-a3ed-f014dc14eb17 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:00.284272Z

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=2026-08-06T23:19:48.500131Z digest=sha256:dd9edf99db59a4ea67c1f3d362ef38b97f08a6f12672e3382bc0554391e70acd

Observation 8b812dfd-7e2a-4358-99f8-53fd59ed8c07 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-06T23:19:47.950057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:19:47.950057Z digest=sha256:42a1f9ad5ef252cb7498cc7dc158d948d6a9360601dd63940199952cb7bbe83d

Observation 2d8fff67-9216-4876-9ea5-f7cdd009468f · outbound

This paper cites In Proceed- ings of the 34th Annual Computer Security Applications Conference (ACSAC ’18).

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction In Proceed- ings of the 34th Annual Computer Security Applications Conference (ACSAC ’18)

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:20:01.001647Z

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=2026-08-06T23:19:48.023177Z digest=sha256:1061d736bb49bb505301874bbb06372dae7b6e2ce668b74787cb4e0945adebcd

Observation 465e8833-80bf-4eb3-b956-3618c26c3e8f · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:19:59.733218Z

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=2026-08-06T23:19:48.831861Z digest=sha256:448b21e52ddd1d6e2defcea5883c0c031764c4c502d7526411ddf3a8d62de43b

Observation a54f9d6e-e2bd-448c-a240-fb978783f7c5 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:19:59.276473Z

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=2026-08-06T23:19:49.113196Z digest=sha256:7a19d74450238876b02502905dc1cdddb2c4d4da615a0ee01c936b1e0ce99311

Observation 20f3bce4-e887-456c-a6e1-16a7d824e969 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:19:59.155175Z

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=2026-08-06T23:19:49.183739Z digest=sha256:854400cae6fff0b4ef1aed936617e3bf31d1ae78d58231d2a5fd45a6172f6f45

Observation b6fdb767-c32a-4748-98b8-113f0669d193 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:19:59.032677Z

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=2026-08-06T23:19:49.287974Z digest=sha256:f827f57cfbe1fd48b94b19b5c0f9d9bf09b00d549f90217c30ed73d68b90a785

Observation 042c1f99-e631-49d4-987c-0573dc525461 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:19:58.796494Z

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=2026-08-06T23:19:49.358084Z digest=sha256:697bc08ae3ce9c46fc27f5cf88831f71af4036136a5cc5506157fd0d9501f67e

Observation 2dfa9553-7818-44f6-8bd4-5aa503059fa7 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:00.178525Z

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=2026-08-06T23:19:48.656253Z digest=sha256:b9393814a83a34fdad1adb832ede4d5cd5c27b8155bfc31858429e329f818a98

Observation 26017162-37df-4210-840c-c2e9f867e2fa · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:20:00.023986Z

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=2026-08-06T23:19:48.745650Z digest=sha256:fcbce1224484f9fe5c1618a87661415682fefb29ba805e95cacafbd3f089068d

Observation 653e5051-a7a2-4651-b3a6-b99824fc7cbf · outbound

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

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction LLM4Vuln: A Unified Evaluation Framework for Decoupling and Enhancing LLMs' Vulnerability Reasoning

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-06T23:19:49.692128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:19:49.692128Z digest=sha256:494400c2ed1dab5bc73e15055d3a62fee160f358de4e6bd7832a4b99b4114297

Observation 23482313-7283-4918-8b41-49a88ad74a4f · outbound

This paper cites In Proceedings of the 19th International Conference on A vailability, Reliability and Security.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction In Proceedings of the 19th International Conference on A vailability, Reliability and Security

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:19:59.417643Z

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=2026-08-06T23:19:49.011256Z digest=sha256:2ef3a192b617450cb190b3a680d7ef291c773b1e849137a8b01f188f8f4b6f45

Observation c8ed9b62-6271-4c91-92d6-4c753f37dd76 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:19:58.077946Z

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=2026-08-06T23:19:49.947923Z digest=sha256:7830bc3af0db3531a49741136f2922537636c67b26e87f7f0e62fd3fc0ee201c

Observation ff44affa-0d7e-4ff7-8f12-9c20bcd9eebd · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:19:57.831680Z

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=2026-08-06T23:19:50.027483Z digest=sha256:ba9e2f5fbb760f823f33d63fa9462e6bf59fe4592394cfe56fd85ab97a60a9a2

Observation 9da5f204-8f6f-4125-baf8-832c8fd6eca9 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:19:57.607475Z

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=2026-08-06T23:19:50.083410Z digest=sha256:1664dbde96b1dc85cdefdd716456cf0aa1c77ce922e735265b3afb44c894e95a

Observation ea3bd357-2936-4cef-9031-bba9ff4a16ca · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:19:57.407390Z

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=2026-08-06T23:19:50.178877Z digest=sha256:b40ea538598d8306938ff7209ee0706596af8726eb79c84e7e6d695a9cb32ae2

Observation fd0f8a45-e808-486f-a9dc-93d624095b41 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:19:58.671876Z

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=2026-08-06T23:19:49.491449Z digest=sha256:2c02e3e9b65c134ced368a2a7cb84b6e1c219a065a683bda95b8bc82fee53fa8

Observation 1afd65f1-1bbb-4de6-aea1-83c9c7c4571d · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:19:58.431656Z

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=2026-08-06T23:19:49.592791Z digest=sha256:08ef479b9088f7da94c7a38616e5e8b37388c35b514b01446b34cdb6c6b27303

Observation f757080c-ed96-475e-8fe4-060ea456d4ef · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:19:56.573071Z

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=2026-08-06T23:19:50.537178Z digest=sha256:b3c531843053948b01209f6192e178a050fecf494e5ddc241de78f041494fff9

Observation aa9dc51e-9eb5-4bce-b47e-5efe300f0b28 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:19:58.249257Z

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=2026-08-06T23:19:49.819002Z digest=sha256:36cb0ddf9403bf4d1d16dffe1ac46b1d9264dd84991ef20458069dcab81fb140

Observation bdf83219-3a59-4737-a7f6-73034a186dfd · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:19:56.082966Z

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=2026-08-06T23:19:50.741714Z digest=sha256:6d991235c2bcf60cd4ba2d34241fa4dc77ba907b02cc59c6ac7424dd2c5987e3

Observation b1d70fc7-8060-4016-b325-55620aec23d2 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:19:55.847617Z

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=2026-08-06T23:19:50.838821Z digest=sha256:7a1994f28f19eb33f25ff3d956761911efe0c40789021399af41cfc2b8001b13

Observation 3f69a24e-bc6f-48c7-a587-1211a1da385b · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:19:55.246046Z

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=2026-08-06T23:19:51.073856Z digest=sha256:300e4ac219494daaaa36b139dfd69262fa18d81ff9801453ac295f8d07e8706e

Observation 43f85ce7-ed80-4a71-a313-226d36d0b4bb · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:19:54.983382Z

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=2026-08-06T23:19:51.221176Z digest=sha256:7154a0152dbc53699b8549db3b8d8d436eb76529e9187aa20b0b3963a0916010

Observation 6a28b368-2a88-43a1-8263-5e75ff359471 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 82

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:19:57.240014Z

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=2026-08-06T23:19:50.293625Z digest=sha256:96898bd505fb34ed8babcac6f587b6fd66b3e2315a49d068064c537116eb6107

Observation fc181ba5-2110-4610-9808-1c400cb6f8fb · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:19:54.550523Z

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=2026-08-06T23:19:51.505615Z digest=sha256:80900a109ca9783bb145e28219ae3f79e62f882610e05224edbcd91af8a08c48

Observation 669a4aea-90df-48ec-ac7e-1432b13def1e · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 84

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:19:56.832198Z

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=2026-08-06T23:19:50.467247Z digest=sha256:3f75a0ea152f815e13194621b29462bd8d956bddf3932bdc4c49d7fa53bf10b7

Observation 2d7d934c-9535-41d0-be36-609879d24f7e · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:19:54.103033Z

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=2026-08-06T23:19:51.796375Z digest=sha256:2b99f9dbd29850b2fff6fc2592119e898c1ed5dbc8abfdbe8816d4aeb1a9fa7e

Observation 54041621-5834-4498-a4fe-ac91675fd139 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 86

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:19:56.371893Z

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=2026-08-06T23:19:50.627029Z digest=sha256:e7af5e791a0d228dd5e68f81f9f40724d1dc778af140f1b79bcd8a18d36d9ca1

Observation 0e9e03f9-14fa-4405-9135-3410df4c93cc · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 87

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:19:53.675944Z

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=2026-08-06T23:19:52.031623Z digest=sha256:a1b3c11750fe976d7e3da72732b51c6207b5d549e41709b5dc1dceb888c210e4

Observation 60e9a90f-4901-4293-8205-f023423705d3 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 88

Resolution
unresolved
no resolver link, observed 2026-08-06T23:19:52.197126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:19:52.197126Z digest=sha256:62361cd816488715e3ae4fcbbf1622eac0cf52e084e63267f1d67e822e1adac4

Observation 4880c87b-7bdf-478e-9d5c-2ea0a30a6782 · outbound

This paper cites In Proceedings of the 43rd International Conference on Software Engineering (ICSE ’21).

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction In Proceedings of the 43rd International Conference on Software Engineering (ICSE ’21)

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:19:55.539875Z

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=2026-08-06T23:19:50.931099Z digest=sha256:432e18cf8716fb9250e504be3d5d77855c508f17e29f5a7a2bd9968f1f0a2862

Observation d046ded1-ca0f-4bc4-b55c-984ce72ee35a · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 90

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:19:53.041169Z

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=2026-08-06T23:19:52.442478Z digest=sha256:ec9d8bb1c6aa67f84ae36ae4513a477079accf6ec91993b57ff6572350b3805b

Observation 0711b5d4-1dde-4753-a2c3-d624c4e6ef24 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 91

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:19:52.825140Z

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=2026-08-06T23:19:52.533470Z digest=sha256:792fcc11387e45edb2db69c03b6ad0a3b7294f4d956a004791e4fa52df6c24f3

Observation db696362-7d0b-446f-a164-63f9120a4a1f · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 92

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:19:54.779344Z

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=2026-08-06T23:19:51.365511Z digest=sha256:d568d2d80567bd6dbf5f9a51600f967ed6f4fbbd78bbbb002f43b9d330bfe2ee

Observation 6b3cb489-480e-4083-ab19-2396e8b7d7ac · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 94

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:19:54.327685Z

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=2026-08-06T23:19:51.625553Z digest=sha256:1556c81844a3036cc4f573c55871ef69f9a48e9523a29d60e2dd9a3b7f825d6e

Observation 9bb0c994-05f4-4402-a778-7a1f6f101bc2 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 96

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:19:53.869347Z

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=2026-08-06T23:19:51.908565Z digest=sha256:8f1619de4f867b37ca8ebf664f031afdcc3b5a9c299f14f1e00fa59c3c54a734

Observation c9892080-7166-4e65-880d-91aaea58a872 · outbound

This paper cites IEEE Trans.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction IEEE Trans

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:19:53.436601Z

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=2026-08-06T23:19:52.297964Z digest=sha256:650c8470d7fd22ff81a6b137a573ef0996489ca26e3900bdea92f5ab7547f398

Observation 66196134-7519-4868-8cc5-0729a6be19d7 · outbound

This paper cites an unresolved cited work.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Unresolved cited work

Reference 100

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:19:53.204839Z

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=2026-08-06T23:19:52.362501Z digest=sha256:7e2a0a8699055ce5dc39df671dbbf16bbfddf379c884acdac1d7186656c2aa46

Observation b862e6b6-8e23-4a5e-af29-466e3496e21e · outbound

This paper cites Graph Embedding.

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction Graph Embedding

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:20:07.043936Z

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=2026-08-06T23:19:45.669103Z digest=sha256:7d183386e9f83c0f42ff773d56c63edc3f75b7d1eb198c1a467952cc3aca6310

Observation a956abf2-3449-45a8-b045-0a56606f9ec6 · outbound

This paper cites In 2021 IEEE European Symposium on Security and Privacy (EuroS&P).

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction In 2021 IEEE European Symposium on Security and Privacy (EuroS&P)

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:19:57.015014Z

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=2026-08-06T23:19:50.377420Z digest=sha256:5dcdfc17cc99487496520d67edc057998bf788f5df99780ed0ff6ccff5246400

Observation 9fd7c491-9dbc-44ce-85ea-dd4e3d91e6cf · outbound

This paper cites In Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering (ASE ’21).

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction In Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering (ASE ’21)

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:20:05.565570Z

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=2026-08-06T23:19:46.278853Z digest=sha256:067dcd12093c32ae45d735839c53a293f3e939bdf999f6ea8df336ae0129354f

Observation f1dccd28-a12f-4001-bee6-65db9d8078f2 · outbound

This paper cites In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, Houda Bouamor, Juan Pino, and Kalika Bali (Eds.).

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, Houda Bouamor, Juan Pino, and Kalika Bali (Eds.)

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:20:06.430717Z

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=2026-08-06T23:19:45.978762Z digest=sha256:70c3113a93c28c7ebb68cb7017cc60dba1bc69cd53ebc573ed0c87d1cd841740

Pith citing papers

Observation 7449f9f3-9c06-4166-84b0-ff8c8f7996dd · inbound

RISKTAGGER: Evidence-Guided LLM Agent for Post-Incident Forensic Analysis of Money Laundering in Web3 cites this paper.

RISKTAGGER: Evidence-Guided LLM Agent for Post-Incident Forensic Analysis of Money Laundering in Web3 FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-04T10:21:40.799619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T10:21:40.799619Z digest=sha256:63b9a1a3f850e3f26f0e01866b39604fe2c7bfb8f5d7ee8591748b1f9012d976

Observation ec3bd940-eca1-4498-b11c-4a9ff47ca3b5 · inbound

CKG-LLM: LLM-Assisted Detection of Smart Contract Access Control Vulnerabilities Based on Knowledge Graphs cites this paper.

CKG-LLM: LLM-Assisted Detection of Smart Contract Access Control Vulnerabilities Based on Knowledge Graphs FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-17T00:51:24.477245Z

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=2026-05-17T00:49:24.988395Z digest=sha256:6475bd007db68f6f41d98e1a20153d6a89c6dd6ff9154bfd6bd3f5fcbe8ba757

Observation 80eac9eb-5220-44a1-ae2d-996c87fcdf27 · inbound

Bastet: A Fine-Grained Expert-Labeled Dataset for DeFi Smart Contract Vulnerability Detection cites this paper.

Bastet: A Fine-Grained Expert-Labeled Dataset for DeFi Smart Contract Vulnerability Detection FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-07-02T03:36:29.636995Z

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=2026-06-28T09:54:42.373926Z digest=sha256:c20b747e2c7395a1bd41012be02657823033ecf0679fd724e431596887c49877

Observation d15c3b70-805c-4124-ad57-e56970f4e1e2 · inbound

On the Shoulders of Giants: Empowering Automated Smart Contract Auditing via the GiAnt Corpus cites this paper.

On the Shoulders of Giants: Empowering Automated Smart Contract Auditing via the GiAnt Corpus FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-07-02T17:47:18.176322Z

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=2026-06-27T21:50:53.959435Z digest=sha256:8e15d93cef75c44c66468da760ba10e7835b61c1534498def549ab05403f3d84