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Paper Citation Record · LEDGER

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems

As of 8 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2508.13644.

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

pith.paper-citation-record.v1
2508.13644 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T18:59:49.984350Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

39 of 39 outbound references displayed

  • verified exact1
  • verified fuzzy2
  • unresolved35
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ce6b9937-c935-4dca-b234-52d196c137c9 · outbound

This paper cites Git Re-Basin: Merging Models modulo Permutation Symmetries.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Git Re-Basin: Merging Models modulo Permutation Symmetries

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-05T18:59:49.854648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:59:49.854648Z digest=sha256:79a5afde332293f0b4d562913443e1c2058786b761bbd9c3a252b288aef0c0c6

Observation bf6e9771-d6c0-48ef-9f91-adbe0b975d39 · outbound

This paper cites an unresolved cited work.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:59:50.435600Z

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=2026-08-05T18:59:49.865072Z digest=sha256:f872216952496b4148073011041bbeb00639edeaef6a06373a0a012c11d052bc

Observation 73eba5a3-c263-42ab-808a-fd31c23c5f8a · outbound

This paper cites an unresolved cited work.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:59:50.424396Z

Source-reported events for the cited work

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

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Observation 6a6da6ab-839e-4959-a7b9-6098999123ed · outbound

This paper cites an unresolved cited work.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:59:50.413963Z

Source-reported events for the cited work

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

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Observation 2d17d82d-49a3-4e02-be4b-d2b85da06e2d · outbound

This paper cites an unresolved cited work.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:59:50.401858Z

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=2026-08-05T18:59:49.875349Z digest=sha256:aab33b30618e1a7e67b59a172c56bed07ddf74f95600a1d97854b816c604b377

Observation a3367372-dade-4a08-ad27-d67fc5a85c3a · outbound

This paper cites an unresolved cited work.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-05T18:59:49.878423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:59:49.878423Z digest=sha256:1f14012ac509e6d07bcc87f3db4a4d76de02d72c16c044a918985fbbc23868bd

Observation 00fa46f8-64f6-4996-bd25-efb24e3fb97d · outbound

This paper cites an unresolved cited work.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-05T18:59:49.881832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:59:49.881832Z digest=sha256:57296c71fa71dc50b027d26b0e65a4509722079b03d6b387237b72dc1cec6d0a

Observation 3a798297-fc34-4595-9936-ef664312d079 · outbound

This paper cites Editing Models with Task Arithmetic.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Editing Models with Task Arithmetic

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-05T18:59:49.884962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:59:49.884962Z digest=sha256:217865b65cdfe85073a332f7a838d735162068ba6e063670313e05e7ab897cef

Observation 9cfe5d41-9135-449a-9f10-8fda915567b7 · outbound

This paper cites Conditional LoRA Parameter Generation.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Conditional LoRA Parameter Generation

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-05T18:59:49.888657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:59:49.888657Z digest=sha256:310989b979312ebcdb4f41ddeef2f6ed59d2ba2ebfa830bfd29b15ad7b983fbe

Observation c9a47c8d-e2c4-48d8-97b0-bf3fb57334d4 · outbound

This paper cites AudioGen: Textually Guided Audio Generation.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems AudioGen: Textually Guided Audio Generation

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-05T18:59:49.892351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:59:49.892351Z digest=sha256:16dca5473db3c45e513e8a4bb28f90778747ff6c3c08a81f81f3c071021fb1b6

Observation 88fff4cc-afc9-4403-8c95-d63822cbe479 · outbound

This paper cites an unresolved cited work.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-05T18:59:49.895631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:59:49.895631Z digest=sha256:011e9a13c221d81db7ab2ee57539e706db18cabc72c7b32c581540a14f710166

Observation 72f4091e-95ba-4f97-88f4-1fca17c08123 · outbound

This paper cites an unresolved cited work.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-05T18:59:49.899012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:59:49.899012Z digest=sha256:e1f50aed25b2966dd54947e1b507dc827e06eb87570fcfd9cce57fc9c2e7b3f7

Observation a093e6ad-fe0c-4bc6-b004-f9cf2e028060 · outbound

This paper cites Text-to-Model: Text-Conditioned Neural Network Diffusion for Train-Once-for-All Personalization.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Text-to-Model: Text-Conditioned Neural Network Diffusion for Train-Once-for-All Personalization

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-08-05T18:59:50.084968Z

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=2026-08-05T18:59:49.902038Z digest=sha256:a33cac79c423aff0009df53d713e2638e0dbe5cf68ddf3817c3dc7680e79f947

Observation 3c31dd26-1ff0-4b79-b71a-bbdcf8752590 · outbound

This paper cites an unresolved cited work.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:59:50.361644Z

Source-reported events for the cited work

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

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Observation 5002f64a-f4c9-4165-a9f9-80a960074ece · outbound

This paper cites an unresolved cited work.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:59:50.350226Z

Source-reported events for the cited work

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

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Observation 3fa42991-b509-40b9-bd25-4987ddce1bbb · outbound

This paper cites Meta-Learning via Classifier(-free) Diffusion Guidance.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Meta-Learning via Classifier(-free) Diffusion Guidance

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-05T18:59:49.915119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:59:49.915119Z digest=sha256:e031b39164e942610ecdeeb88bee74e272d9917cfd061132161cb99d6f46769d

Observation 70d34d10-9a2a-4470-bba3-19a80dfbdbba · outbound

This paper cites an unresolved cited work.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:59:50.337926Z

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=2026-08-05T18:59:49.918693Z digest=sha256:82e3e6b06e35fd841268955cd341f9106a546655cb2dd808930f9b2c9f2815da

Observation 164b7c7e-fe78-4c80-ae50-c3a04cdf730c · outbound

This paper cites an unresolved cited work.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:59:50.325712Z

Source-reported events for the cited work

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

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Observation 7154304e-479c-41b1-804a-d7af5fca23ae · outbound

This paper cites an unresolved cited work.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:59:50.314217Z

Source-reported events for the cited work

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

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Observation 9501a4c7-d9ee-43aa-82e6-5b114d5dffb1 · outbound

This paper cites an unresolved cited work.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-05T18:59:49.930974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:59:49.930974Z digest=sha256:c54ebc0706f628f09ae2bf1786c7ecd0f7eb72a18cf534099658576af81cec52

Observation 1f2114fe-008b-4161-83b2-4265d6d71081 · outbound

This paper cites an unresolved cited work.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-05T18:59:49.934050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:59:49.934050Z digest=sha256:5f0d46f17687cd35f1c85412f367b55517f997c5bfe03f44ac3805a79f0173c5

Observation a34f91bc-aa2a-4396-b124-8a43b6a7d32e · outbound

This paper cites an unresolved cited work.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:59:50.287333Z

Source-reported events for the cited work

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

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Observation 3217b772-a136-4ccc-86d7-284af15e96ec · outbound

This paper cites an unresolved cited work.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:59:50.263869Z

Source-reported events for the cited work

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

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Observation 95912de5-b6c7-4853-86ef-7a79ce7fa4ec · outbound

This paper cites an unresolved cited work.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:59:50.253159Z

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=2026-08-05T18:59:49.945735Z digest=sha256:aa6f22ad23bca757f4235d955f6c7b1cf0ce2158d14467577cf960c11c466e4c

Observation e80d0fe4-f391-4c15-9267-3ccea4fce13a · outbound

This paper cites Advances in Neural Information Processing Systems 35 (2022), 27906–27920.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Advances in Neural Information Processing Systems 35 (2022), 27906–27920

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:59:50.275396Z

Source-reported events for the cited work

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

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Observation fa7941cd-0408-4e3b-ae37-dfcccdeb6223 · outbound

This paper cites an unresolved cited work.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:59:50.242114Z

Source-reported events for the cited work

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

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Observation 2a3f53c0-e13f-4c11-b145-7b635fb2fba2 · outbound

This paper cites an unresolved cited work.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-05T18:59:49.954725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:59:49.954725Z digest=sha256:39c1167c34626ef62a6937ed231b01df3a15dcdd923d9936510c0e23a76c4de3

Observation 0b6389a9-2bfd-4626-8119-2e3906891251 · outbound

This paper cites Diffusion-Based Neural Network Weights Generation.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Diffusion-Based Neural Network Weights Generation

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-05T18:59:49.948552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:59:49.948552Z digest=sha256:7cd9716f9621c5f1e3a377da500ec4b8ff0ac07c96680c79f2248bd0eca38cd5

Observation 9d8b42b9-c881-40af-b71d-a929db4ad08a · outbound

This paper cites an unresolved cited work.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:59:50.212772Z

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=2026-08-05T18:59:49.960568Z digest=sha256:bb2e932cdf53aa4972d8ecb2c07b5362f07128eab5b33832f86a9da35ad09bee

Observation 8b6fb314-1b81-41ed-a6fc-b8af93da2e3a · outbound

This paper cites DiffLoRA: Generating Personalized Low-Rank Adaptation Weights with Diffusion.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems DiffLoRA: Generating Personalized Low-Rank Adaptation Weights with Diffusion

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-05T18:59:49.963602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:59:49.963602Z digest=sha256:b2cfa3e890ae796b6585303ba5658a787bd103868f431ab209d8be0605b422d7

Observation e7d7e4ee-7980-4622-8593-581f771e8cdc · outbound

This paper cites an unresolved cited work.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:59:50.224424Z

Source-reported events for the cited work

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

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Observation c0d8edf0-dd56-4fcb-904c-2770af52f8f4 · outbound

This paper cites A photo of.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems A photo of

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:59:50.188900Z

Source-reported events for the cited work

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

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Observation 78da6f6e-acdc-4fca-a055-6ad78cc73ec7 · outbound

This paper cites an unresolved cited work.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:59:50.200996Z

Source-reported events for the cited work

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

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Observation 1746a691-ce55-4e15-a944-8d12e07093bc · outbound

This paper cites an unresolved cited work.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:59:50.176164Z

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=2026-08-05T18:59:49.974269Z digest=sha256:5aba638640db71821069063252390ac204490d1535ef072d910bcb6af0c39119

Observation e3186f52-4ca9-453a-ae39-b4d175c90982 · outbound

This paper cites an unresolved cited work.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:59:50.165246Z

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=2026-08-05T18:59:49.977320Z digest=sha256:633a98c5fbb8caf663db0552ea66314a6f5c0a8f8cef9ed62a50e97ea23eeecf

Observation e9b39ebb-9a8a-4cb0-ad41-9be1d07d22a6 · outbound

This paper cites an unresolved cited work.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:59:50.153037Z

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=2026-08-05T18:59:49.980786Z digest=sha256:c924ad582ada9820603f6c0f505f3f61ea7e79fbdba9f2f12f7815251ede3f0c

Observation 580a2093-c461-45a3-804d-28342cbfb9b3 · outbound

This paper cites an unresolved cited work.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:59:50.142417Z

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=2026-08-05T18:59:49.984350Z digest=sha256:3087c96c74247c5e4d01fb9129e8dbcf5e7a4d9e96b8f3dfaa2abbbef8ec2aac

Observation a9a60cc0-c65c-4577-848c-e5d4fbda2cd3 · outbound

This paper cites Learning to Learn with Generative Models of Neural Network Checkpoints.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Learning to Learn with Generative Models of Neural Network Checkpoints

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-05T18:59:49.925030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:59:49.925030Z digest=sha256:222226b314ee4d5e668b8c1f042468da023e1d0f7cf15744b2aa126218076984

Observation bb3253d0-3bd2-4e58-ab4a-4b741d9ea59e · outbound

This paper cites Graph Metanetworks for Processing Diverse Neural Architectures.

Conflicting Scores, Confusing Signals: An Empirical Study of Vulnerability Scoring Systems Graph Metanetworks for Processing Diverse Neural Architectures

Reference 2023

Resolution
metadata mismatch
local_arxiv, observed 2026-08-05T18:59:50.068938Z

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=2026-08-05T18:59:49.908878Z digest=sha256:c9cd856e1960d833ce5d1e98c1f278deebbfba3d343bfbb0e3d8e7c526d53125

Pith citing papers

No inbound Pith citation observations are available.