Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T10:16:13.696059Z
Paper Citation Record · LEDGER
An Empirical Study of Vulnerabilities in Python Packages and Their Detection
As of 7 August 2026, this Paper Citation Record lists 84 of 84 outbound references and 1 inbound Pith citation observation for arXiv:2509.04260.
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 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-01T08:38:05.635757Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
84 of 84 outbound references displayed
- verified exact0
- verified fuzzy19
- unresolved65
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 041f5790-37db-40b0-8bda-8ea8f00b2271 · outbound
This paper cites CVE-2014-0474.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection CVE-2014-0474
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T10:16:13.100865Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2e63562-0193-4b74-89d8-c40a0087e4c3 · outbound
This paper cites Commit 2c7065e, django-helpdesk.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Commit 2c7065e, django-helpdesk
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T10:16:13.107119Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e0d9798d-5416-4e5c-8ece-f75c09832f36 · outbound
This paper cites CVE-2021-3945.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection CVE-2021-3945
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T10:16:13.115590Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 96e73464-fa24-4712-b311-db8f6aafc699 · outbound
This paper cites CVE-2021-41134.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection CVE-2021-41134
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T10:16:13.123154Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 96a30c71-5176-40f4-88c3-b87b3d8d279c · outbound
This paper cites Detect the programming language of a source code.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Detect the programming language of a source code
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:16:16.044359Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4815ea0a-089e-4206-8e86-9856b528c4a6 · outbound
This paper cites CodeQL Python Queries.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection CodeQL Python Queries
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:16:16.019395Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 80fc10cf-e490-4006-a0a2-f32300f52ba3 · outbound
This paper cites EvalPlus evaluates AI Coders with rigorous tests.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection EvalPlus evaluates AI Coders with rigorous tests
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:16:15.991379Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c434aaaf-0700-41dd-87af-2a349c2397d9 · outbound
This paper cites GitHub Advisory.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection GitHub Advisory
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:16:15.959037Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 648b4f12-7511-4f03-aac6-66a45abceb45 · outbound
This paper cites Go ahead and axolotl questions.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Go ahead and axolotl questions
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:16:15.934023Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f89e627c-954c-4346-b5d3-274ebdcf7cbf · outbound
This paper cites Hugging Face – The AI community building the future.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Hugging Face – The AI community building the future
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:16:15.910689Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation afa0c044-8f51-426c-9041-c758c31f0273 · outbound
This paper cites Huntr: The world’s first bug bounty platform for AI/ML.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Huntr: The world’s first bug bounty platform for AI/ML
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:16:15.881063Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8ddf786d-9673-4743-b243-d1e211d7e67b · outbound
This paper cites National Vulnerability Database.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection National Vulnerability Database
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:16:15.852554Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 84bd8512-b4b5-4450-8664-3838d8c63a42 · outbound
This paper cites PyPI · The Python Package Index.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection PyPI · The Python Package Index
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:16:15.823910Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a16dbdae-33c2-4c7e-8302-a4c25c0dd100 · outbound
This paper cites Snyk Vulnerability Database.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Snyk Vulnerability Database
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:16:15.799640Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 97c6f702-48a1-4fd8-9304-c011f840daf6 · outbound
This paper cites The Top Programming Languages.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection The Top Programming Languages
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:16:15.774181Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 78e1ca43-0f71-4d33-9038-e9ab965a3d2f · outbound
This paper cites Top PyPI Packages.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Top PyPI Packages
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:16:15.750350Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2d7762e3-0bf2-42c1-aa7f-176a68fd6210 · outbound
This paper cites VUDENC repository.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection VUDENC repository
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:16:15.719366Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 74fff3d6-f87a-4c38-9102-418db720e531 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T10:16:13.211435Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3870c4aa-7b9b-418d-9243-9d994ee0cc9a · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T10:16:15.669189Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 100820fa-48b1-4a04-a490-d8edf1762a51 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T10:16:13.222474Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 049c77da-28f7-42e2-a308-a64c8275e564 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T10:16:15.627879Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c0b5dfa4-9599-4eda-b90e-86d891d87dce · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T10:16:15.598731Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9eb9f97d-ba89-41f2-8526-c7a56f4f5295 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T10:16:13.242467Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f11edd68-36a9-4863-b23d-12c29f3c3d1d · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T10:16:13.248574Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9170465-edef-4727-95a8-61dfa60bfab8 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T10:16:15.482122Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation eafe8c1b-966b-4491-b816-b5354b5a3763 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T10:16:15.454597Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2f1a9938-343c-473d-9fff-b5db0036b473 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T10:16:15.432106Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6d24cb99-1020-491a-b3a9-ac14ef7047a9 · outbound
This paper cites Vulnerability Detection with Code Language Models: How Far Are We?.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Vulnerability Detection with Code Language Models: How Far Are We?
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T10:16:13.278099Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 15cdbde3-ddf4-4bf6-be7d-e101fd9faee5 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T10:16:15.407065Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 01b98e9d-7a73-4c2e-8c01-3e1bf15934ff · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T10:16:15.372703Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3bbde25b-37ba-4b82-9ae3-137e801cd398 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T10:16:15.350062Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 064bbb55-a63a-459b-b599-3128ef60d7e6 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T10:16:15.305364Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 893401bb-cfa0-4b9b-b651-a3228ab997e9 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T10:16:15.280091Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation db7330e1-8a79-4a47-bed1-0ddb17656341 · outbound
This paper cites LoRA: Low-Rank Adaptation of Large Language Models.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection LoRA: Low-Rank Adaptation of Large Language Models
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T10:16:13.318529Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b14fbe50-7a12-43f5-9aa8-f7601a7a3d00 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T10:16:15.247726Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 876e31e9-e415-4efb-93a5-b01c266ff703 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T10:16:13.331528Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5bd06f1c-d071-4101-9356-fa576e6e49ee · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T10:16:15.197250Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 57816124-2f3a-41e0-8e3d-1e8c66a1e11c · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T10:16:15.172507Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9c9c604f-d866-4495-be6a-2d1530b59a5c · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T10:16:15.145906Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 616fa6f1-3268-43c8-b045-788fa31a18bd · outbound
This paper cites 2021.{JAW}: Studying client-side {CSRF} with hybrid property graphs and declarative traversals.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection 2021.{JAW}: Studying client-side {CSRF} with hybrid property graphs and declarative traversals
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:16:15.122141Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 05263857-7661-492b-9732-7c3c8680c482 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T10:16:15.096632Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8fae9696-4f2a-4e95-878d-475bf6adec55 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T10:16:13.375020Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6d1bb0a-423d-4e79-8a19-80416197a976 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T10:16:15.052997Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bfef9db5-98ce-4b19-8a32-ab3fbee7af6a · outbound
This paper cites VulDeePecker: A Deep Learning-Based System for Vulnerability Detection.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection VulDeePecker: A Deep Learning-Based System for Vulnerability Detection
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T10:16:13.392136Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ca49e3a-0dec-46c1-ba20-9c7ef399f353 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T10:16:15.020146Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 18858358-27e8-43a1-a0bc-ce44c1c764f3 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T10:16:14.998996Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fafa50cc-792d-47bc-ab50-23ff1f218f46 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T10:16:14.979682Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0409af4d-0f7c-41da-8681-7404425d808a · outbound
This paper cites 2023.{VulChecker}: Graph-based Vulnerability Localization in Source Code.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection 2023.{VulChecker}: Graph-based Vulnerability Localization in Source Code
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:16:14.958985Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 95d3636d-155c-4643-bdb5-98b3cab0d749 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T10:16:14.929594Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d6120105-1746-4450-9a77-9acd99c5afc1 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T10:16:14.900978Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 78551cc6-af63-42cf-93fe-e9c0e77652e5 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T10:16:14.866993Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c431bc20-9c73-455a-a515-a8d073210bd4 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T10:16:14.839735Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c26f4909-ae2b-4c84-a45f-694ff73684d0 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 53
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T10:16:14.812010Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 179e6d08-02c6-4802-b073-e3aa6780e423 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T10:16:14.785020Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0561200f-f571-4e0c-bcb7-d51dd740ce04 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 55
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T10:16:14.750780Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3efeeb42-da94-4ed7-a9a1-a2fd0e91f5d8 · outbound
This paper cites Top Score on the Wrong Exam: On Benchmarking in Machine Learning for Vulnerability Detection.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Top Score on the Wrong Exam: On Benchmarking in Machine Learning for Vulnerability Detection
Reference 56
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e2acd05-3b2c-445f-8f15-771167b0fa3c · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 57
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe0485dd-1641-4b95-b981-4e0834316e23 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 58
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b01857bb-912d-4c6c-9165-6d48dd1acde4 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 59
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d5b60857-0c40-4886-9389-ac9513c2a3d0 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 60
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation af12b7ca-b825-4b64-8658-c35fd0af0101 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 61
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4a604458-b147-42fc-b553-da397ff6b0ca · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 62
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 53be2e95-c7e4-420a-a319-1e8cd1e9fc46 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 63
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5467f97a-a713-44e1-a970-5c281d4cc283 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 64
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation efccfdd7-6500-4430-87aa-89d29b894ed0 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 65
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dc71d6e5-0df3-464e-bd1f-b05b747f1d23 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 66
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4dcd9acf-5242-423c-8c5b-7bc6e603f40b · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 67
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a9ed9646-4188-45fa-b3e4-75a3dff6ba4b · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 68
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03b6c9a6-c5c7-4a25-bc27-8dda62767225 · outbound
This paper cites Exploring Parameter-Efficient Fine-Tuning Techniques for Code Generation with Large Language Models.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Exploring Parameter-Efficient Fine-Tuning Techniques for Code Generation with Large Language Models
Reference 69
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec6f24e6-634e-4347-b22d-84fb281471a5 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 70
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f518d836-b092-4033-abbc-35385b42e619 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 71
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 65fe04ee-0f1f-47b7-850b-966b3daca766 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 72
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7cdef8a9-51cf-4704-988b-0bc0b46ce0bc · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 73
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 013a0797-b371-4ccf-bd2f-bfd648f1ac87 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 74
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d8dccdf1-479b-4aa6-8763-7d63bdea6bd4 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 75
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0878095f-512f-4f4f-aba5-ae9531f3da48 · outbound
This paper cites When "A Helpful Assistant" Is Not Really Helpful: Personas in System Prompts Do Not Improve Performances of Large Language Models.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection When "A Helpful Assistant" Is Not Really Helpful: Personas in System Prompts Do Not Improve Performances of Large Language Models
Reference 76
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a57f9cdf-db07-4612-8247-a13f5cba74dc · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 77
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d6a0c3fc-d1b7-4bd6-9988-561d3aacaf5e · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 78
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e35358fe-0ffc-4bf8-b093-afaa44721e58 · outbound
This paper cites Astraios: Parameter-Efficient Instruction Tuning Code Large Language Models.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Astraios: Parameter-Efficient Instruction Tuning Code Large Language Models
Reference 79
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8705d0f7-d172-4e34-8ce8-16c79506c084 · outbound
This paper cites an unresolved cited work.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Unresolved cited work
Reference 80
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cb9a09f6-4d18-4753-964a-9978e3e2c824 · outbound
This paper cites These limitations are typically implemented either as parameters of the resource con- sumption APIs or as independent checks before user inputs reach these APIs.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection These limitations are typically implemented either as parameters of the resource con- sumption APIs or as independent checks before user inputs reach these APIs
Reference 84
- Resolution
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- raw_fallback, observed 2026-08-05T10:16:14.069882Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1a8fed61-89b1-4351-9612-4ecff342ff5f · outbound
This paper cites In 28th USENIX Security Symposium (USENIX Security 19).
An Empirical Study of Vulnerabilities in Python Packages and Their Detection In 28th USENIX Security Symposium (USENIX Security 19)
Reference 2019
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:16:14.094240Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 65e9feed-db23-41a1-aa39-2e834785d929 · outbound
This paper cites Information and Software Technology 144 (2022), 106809.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection Information and Software Technology 144 (2022), 106809
Reference 2022
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:16:14.387355Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7f255a34-d58d-48a0-9a3a-5dd245350032 · outbound
This paper cites In Proceedings of the 26th International Symposium on Research in Attacks, Intrusions and Defenses.
An Empirical Study of Vulnerabilities in Python Packages and Their Detection In Proceedings of the 26th International Symposium on Research in Attacks, Intrusions and Defenses
Reference 2023
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:16:15.522103Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Pith citing papers
Observation 403913c3-bb50-4ac7-ada8-242f47dadd9c · inbound
From Evaluation to Optimisation: Hierarchy-Aware Training Signals for CWE Prediction in Python cites this paper.
From Evaluation to Optimisation: Hierarchy-Aware Training Signals for CWE Prediction in Python An Empirical Study of Vulnerabilities in Python Packages and Their Detection
Reference 14
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.