Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T21:56:24.436209Z
Paper Citation Record · LEDGER
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries
As of 16 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 0 inbound Pith citation observations for arXiv:2505.08842.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
64 of 64 outbound references displayed
- verified exact0
- verified fuzzy20
- unresolved44
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 9505647f-13e6-4d7f-baa7-06711afb3708 · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:25.304770Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 894e23c2-874a-4916-a7ae-8db9a769af26 · outbound
This paper cites Transactions on Machine Learning Research.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Transactions on Machine Learning Research
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:56:25.332111Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a5126369-596f-42ad-a8f3-951e2a610bbb · outbound
This paper cites Demystifying LLM Supply Chain Vulnerabilities in the Wild: Distribution, Root Cause, and Real-World Impact.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Demystifying LLM Supply Chain Vulnerabilities in the Wild: Distribution, Root Cause, and Real-World Impact
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:56:24.174019Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 669f3b93-ef0a-445a-9aa8-fb12dce56ee7 · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:25.264519Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a8271dc7-2ec9-400b-b287-1fcfb069160a · outbound
This paper cites TensorFlow.
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:56:25.318196Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 41b5b11e-cada-45bf-a0f4-89cfcb862586 · outbound
This paper cites [ Library ] github . com /[ org ]/[ repo ]/ blob / master / LICENSE.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries [ Library ] github . com /[ org ]/[ repo ]/ blob / master / LICENSE
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:56:25.153793Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d4715e7d-0a72-4a8d-9ec3-21a28c986525 · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:25.291678Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e3e0ae19-899b-477c-848c-c485ad0a0bd1 · outbound
This paper cites historical ) - Issue response time metrics - Pull request acceptance rate - Governance model ( individual , community , foundation ).
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries historical ) - Issue response time metrics - Pull request acceptance rate - Governance model ( individual , community , foundation )
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:56:25.278069Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f660f953-c634-4867-9487-bde343f05b1b · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:24.978813Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0c4abbeb-c925-4dea-8dc8-35bce03b2a20 · outbound
This paper cites TensorFlow.
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:56:25.251322Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 613b4657-4a5e-41c8-a122-40c71a0c82d2 · outbound
This paper cites TensorFlow.
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:56:25.237648Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4634dc38-b186-44ea-92fa-e73433e3e767 · outbound
This paper cites [ Library ] github . com /[ org ]/[ repo ]/ graphs / contributors.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries [ Library ] github . com /[ org ]/[ repo ]/ graphs / contributors
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:56:25.223931Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation bb2ce000-6a4a-49e0-85c9-bf876a00fa9b · outbound
This paper cites [ Library ] github . com /[ org ]/[ repo ]/ issues ? q = is : issue + is : open + sort : updated - desc.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries [ Library ] github . com /[ org ]/[ repo ]/ issues ? q = is : issue + is : open + sort : updated - desc
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:56:25.209488Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 04965b26-f5ff-4338-ac05-96cfd60e6b7e · outbound
This paper cites [ Library ] github . com /[ org ]/[ repo ]/ releases.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries [ Library ] github . com /[ org ]/[ repo ]/ releases
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:56:25.196169Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6623ccd1-482d-4b96-bd5f-9818039f48b7 · outbound
This paper cites [ Library ] github . com /[ org ]/[ repo ]/ security / advisories.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries [ Library ] github . com /[ org ]/[ repo ]/ security / advisories
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:56:25.182298Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b3bfafd8-4f3c-4887-bf2e-cc189438dbd3 · outbound
This paper cites [ Library ] github . com /[ org ]/[ repo ]/ blob / master / requirements . txt.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries [ Library ] github . com /[ org ]/[ repo ]/ blob / master / requirements . txt
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:56:25.167875Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 973f8598-85a2-493f-98be-048fec719a85 · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:25.138992Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 54a73d1e-477f-484e-ae5e-ef2c6a37520b · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:25.125621Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation fae607b6-5e72-4f87-80e4-d47db9d522e8 · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:25.112729Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2ac4e31f-142d-470e-9215-6cb5f2cf1617 · outbound
This paper cites color : red.
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:56:25.099317Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 06fa6e92-f861-45a0-88c1-d0fe8c9596af · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:25.084758Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 8abce7c0-c987-4ef7-91d2-fc00f5fe3bd8 · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:25.071223Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation db75d21e-1863-47dd-8ef3-6fe226fdb9ed · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:25.057827Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b72286b3-012d-4acf-8d4c-736a613d2dac · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:25.044720Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 8790702c-5ac9-48dc-b3c9-842823a6cd37 · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:25.031531Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f5e73963-e836-4e23-b5f4-5d1291892feb · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:25.018319Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation dfe3723d-b5aa-4d10-97ad-bcdefb7740dc · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:25.005344Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 90f333a6-e2d6-4eea-a321-f65c6c570cf4 · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:24.992134Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 48fcdb97-91a2-4fad-bcf3-107d8e8e91a9 · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:24.965411Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d076a6f8-bedc-4c4e-b081-9a3590750fda · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:24.952131Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0e642e26-b602-4fda-a591-bd093ca2a48c · outbound
This paper cites - ONLY use inline hyperlinks.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries - ONLY use inline hyperlinks
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:56:24.938926Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7a230a6b-68f3-4d63-bb92-08f7acce5ca4 · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:24.924877Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 31076243-5c3d-42fd-9d1f-057e5316f51a · outbound
This paper cites This agent evaluates the quality of a written section and generates follow-up queries if information is missing or insufficient.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries This agent evaluates the quality of a written section and generates follow-up queries if information is missing or insufficient
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:56:24.911411Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f8f4282a-51a0-425c-9dc3-6712068e602d · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:24.897812Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4ef9da06-0acb-474d-b5c3-c904c687afa7 · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:24.883933Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 64aa7a45-1725-45d6-91b8-333f0df5e367 · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:24.871087Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 04fb7cc5-1d80-4fba-97c2-10b8b4123b4f · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:24.858533Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 02d45d89-e1fc-4159-9e7f-15f83df31f4b · outbound
This paper cites pass " ,.
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:56:24.845506Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation eec11590-904c-4c2d-a4e1-7f16ffdfb27a · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:24.832131Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation be74fea4-b396-4f42-91ae-f15e6f730b02 · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:24.818436Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 04966b95-96cc-4be6-b12c-51953c821459 · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:24.804797Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 156525d4-dd5a-4028-83dc-ff459f11a910 · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:24.790971Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7001ebe2-8d6d-4fcf-a263-8dd8edd474bb · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:24.777782Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d2292b27-f780-4b9f-8423-8a529b673171 · outbound
This paper cites [ TensorFlow security page ]( https :// www . tensorflow . org / security ).
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries [ TensorFlow security page ]( https :// www . tensorflow . org / security )
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:56:24.764239Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ea52137b-afe7-4d05-990f-d3235f395dd6 · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:24.750355Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 75ad70eb-72b3-47e2-8846-5ebd34143a71 · outbound
This paper cites TensorFlow.
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:56:24.734720Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2726d927-6289-4720-9547-89b51909b026 · outbound
This paper cites owner / repo.
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:56:24.721630Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f14ffad8-96eb-4591-8c82-ac48708b36a2 · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:24.708796Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e998c794-24d6-4838-8c57-23711bab6d38 · outbound
This paper cites ?" scores from your analysis - The denominator for coverage should be the total number of applicable checks ( excluding.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries ?" scores from your analysis - The denominator for coverage should be the total number of applicable checks ( excluding
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:56:24.695461Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 57b034e2-a9ad-454c-a267-af2bdf32fbd3 · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:24.681190Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3680664a-0bf7-411d-86b5-685c8dca6a88 · outbound
This paper cites Model Coverage : 14/18.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Model Coverage : 14/18
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:56:24.667961Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation fa5c3e2c-d74d-443f-9037-a21bad091c6e · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:24.654322Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2d92639e-b292-4ed0-a76e-e18d24f85bc7 · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 55
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:24.641070Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation dd7beccd-0a18-4447-98bb-719b76faec7a · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 56
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:24.627664Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4a45350e-e340-4bbc-b3fe-c0749d2a4bec · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:24.613900Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0cf93831-a00d-4e2b-92ff-f59178ee27a1 · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 58
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:24.600148Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a48041c6-0a0f-499b-99ea-8a31a0ec59ce · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 59
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:24.585713Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 48ecc14e-986f-4a60-9db7-68a2dce8191e · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 60
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:24.571034Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f43d84f2-692b-408e-b999-534a79d7ec3d · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 61
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:24.557028Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e818c9ce-af3a-4dce-9194-e48d34148100 · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 62
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:24.543572Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation eee0b263-cd9a-4cb0-b227-f001a6557f4e · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 63
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:24.529891Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation af557290-bbe9-4f7f-82d3-ed6033325c6d · outbound
This paper cites an unresolved cited work.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Unresolved cited work
Reference 64
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:56:24.516127Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 51952903-5f57-4b5c-8913-bdd760ca5820 · outbound
This paper cites Formation of low mass protostars and their circumstellar disks.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Formation of low mass protostars and their circumstellar disks
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:56:24.178739Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae11fff3-132f-4351-9272-6a9693f69e51 · outbound
This paper cites Efficient Memory Management for Large Language Model Serving with PagedAttention.
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Efficient Memory Management for Large Language Model Serving with PagedAttention
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:56:24.163876Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.