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Paper Citation Record · LEDGER

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages

As of 13 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 0 inbound Pith citation observations for arXiv:2412.05259.

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

pith.paper-citation-record.v1
2412.05259 v1

Coverage vector

measured 70 of 70 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:54:13.588926Z

measured 70 of 70 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

70 of 70 outbound references displayed

  • verified exact5
  • verified fuzzy22
  • unresolved43
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 443661b8-fb94-471a-a4e1-ddca00229dce · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:54:14.269221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.402636Z digest=sha256:dd15160da2d2c0081524d50e36e4dcd9e521f1d8d00e42206032e43845109580

Observation b21bf43f-183b-4bca-8821-26488be510f3 · outbound

This paper cites dateutil.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages dateutil

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:54:14.261522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.405956Z digest=sha256:ac9d3b9fa28f2873b1e5955ec770e8407d422ebc375b65b32f50ee6035015528

Observation dcddd201-5f7b-4d41-ac30-fe6642840b8b · outbound

This paper cites Libraries- the open source discovery service.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Libraries- the open source discovery service

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:54:14.253855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.408872Z digest=sha256:0154ec61ff2426c48d43ca312e5d7cfc8a2b413d396c71e262592408c406f727

Observation 20f77749-1642-4a13-ab71-aad63717fdfd · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:54:14.245835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.411787Z digest=sha256:9f9cb7eb1091fe114b5ee7475e6aa8af45616b2c8c2f3bd086617292b6e4a9f8

Observation 9726a4a1-f522-4906-a446-66589b552b7d · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:54:14.238084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.414690Z digest=sha256:47587e7d773eacd9367e36ff579739ed8620deb028f5365fc0d1715d9bb09fef

Observation 361f34a1-41b3-4ffb-b340-dc4e653d1fa3 · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:54:14.230245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.417561Z digest=sha256:ac48575ef2d0d55e71685750f3df263db891b5ed7333044e2a84eb1be9742070

Observation c6715f00-a501-4bbf-8fa9-af6b4da6d5fb · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 7

Resolution
verified exact
raw_fallback, observed 2026-08-11T20:54:13.808326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.420532Z digest=sha256:f07aa27551c45c899264b07c22f1bf10cd314fc56dcad7ca92fc074d41f59fc8

Observation 1dc6c67c-42f2-4e91-8ed7-04913a9eaa87 · outbound

This paper cites (accessed: 27.07.2024).

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages (accessed: 27.07.2024)

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:54:14.222460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.423234Z digest=sha256:22fbc597ee16a839c14b41f293f98940adbe08abdd52d210eb5e3cb7403d7475

Observation d6171525-0bc4-4175-9ee5-8fc07eaffc71 · outbound

This paper cites (accessed: 20.07.2024).

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages (accessed: 20.07.2024)

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:54:14.214632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.425933Z digest=sha256:93e43bb85e6c5b031286e67e0594fb350ac01b3be950ee59a9880bc6071129ea

Observation bf3cb21e-b49a-4fb9-a201-4d83447403a0 · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:54:14.207644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.428680Z digest=sha256:906a867f5178960eb8925b430feb2de4b19816c1075cc325b2f1b37bc566c7ec

Observation a6a9e995-1d7c-4da7-bf0b-4fbfc48cf557 · outbound

This paper cites (accessed: 12.08.2024).

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages (accessed: 12.08.2024)

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:54:14.200588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.431403Z digest=sha256:c3aa45997f6b558dae4f896c9bd6d807896a0b695032048e2b0dd170fadc8a0a

Observation 1b6ae2bc-12b5-4c74-aaf7-828a60274046 · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:54:14.193077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.434207Z digest=sha256:3547056855e8408794f83aa495de68d6f81a08b3fae0a90e273fe949648e91d1

Observation b1fd5ceb-00d9-400f-8740-9d68acde6371 · outbound

This paper cites (accessed: 20.07.2024).

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages (accessed: 20.07.2024)

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:54:14.184291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.436931Z digest=sha256:1aa154a455bc06b91557e307d19304290aaeb7fcb7c5e3fec9f6aeb87b7b70fa

Observation 61b4b78b-620c-46c5-8aa5-61ff439a8076 · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:54:14.175944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.439600Z digest=sha256:844a8d86fbb507c5b314417d73c6c92f03c1ca2f68fc7bd4427a8d2ccea630dd

Observation 38e4ce17-a342-489b-b609-6d861114c944 · outbound

This paper cites What makes a good Node.js package? Investigating Users, Contributors, and Runnability.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages What makes a good Node.js package? Investigating Users, Contributors, and Runnability

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-11T20:54:13.681824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.442168Z digest=sha256:9b970eecb733c78e6f49f530e9f3953c596394fd64a1fab41762a0493be99fc6

Observation 719eec6d-4005-46e2-b053-8e747439b88a · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:54:14.166771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.445100Z digest=sha256:077a111436a10d9964b6efd78a263579c02de7427756a8c0dc6887f2a909ae67

Observation 085eb869-af04-4d3a-9e70-abdf367c7de2 · outbound

This paper cites (accessed: 23.07.2024).

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages (accessed: 23.07.2024)

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:54:14.158298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.447790Z digest=sha256:6b417cd4abd37f53b6f6a8b31984471c9c9a270a96c38baac263873a726671e9

Observation a39cebd8-0cd8-4144-a095-5138ec6cb247 · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-11T20:54:13.450403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:54:13.450403Z digest=sha256:eed71422c8d034cbe5e04a92eee05577fc956a8ba11bf24e0c1037fe0890144a

Observation 94884275-37c7-4fa5-a0f7-3a846792c146 · outbound

This paper cites (accessed: 20.06.2024).

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages (accessed: 20.06.2024)

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:54:14.145560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.452997Z digest=sha256:cc3581698325d3f72f6e27fc0d07adc12b1221c88987ecef5b5252118de1d164

Observation 473639e0-6caa-44c5-8ded-8f79251d6367 · outbound

This paper cites Towards Measuring Supply Chain Attacks on Package Managers for Interpreted Languages.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Towards Measuring Supply Chain Attacks on Package Managers for Interpreted Languages

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-11T20:54:13.458679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:54:13.458679Z digest=sha256:bf19ef6714907012b9987fb086595bc67d0fa77243803e658b115bbc290ff476

Observation 04418956-7a4e-4379-93ae-635a23e9a12c · outbound

This paper cites (accessed: 23.07.2024).

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages (accessed: 23.07.2024)

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:54:14.137841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.461197Z digest=sha256:5737983bcc5b3c161e0683d43be8ed071e9645b007ba97cf2f668e57fc5c1e67

Observation cca28db8-1f7e-4c3b-94e6-44017fa5d5b8 · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:54:14.130223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.463785Z digest=sha256:16a663e9d8802ef1b30f200ba6d04d4ce4a1951cc758e4e7c90a2da8cc3bae2d

Observation 6844bec3-1d73-4828-bc59-195444c33225 · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:54:14.115686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.469174Z digest=sha256:b14a54638df03267f0da40f7df5420c20baeafb2e6b2ad788118a39ca21f06c7

Observation 3d199af4-b0e4-439c-96ea-2feec04684a8 · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:54:14.108335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.471771Z digest=sha256:3d40f4c2e9cf863969912e64ce6d07919084391c2fc30653235e9740d251bd15

Observation 989e3dfd-ed6f-4141-a7ac-b4381580c2fb · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:54:14.100808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.474387Z digest=sha256:c5433684459a915ad729364fa11f38eeb5d2bb166ad1f71e46ead67568c8b579

Observation 311e1c7d-a47d-44a9-8fb0-9ae021db09f3 · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:54:14.093219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.476945Z digest=sha256:5ae33d9081bcb6e131650ff3e1285291a2578f24d29323d081b9dabb676fe69e

Observation 4d08c5d1-1cbc-4e3a-921a-08fbfb3740f7 · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:54:14.084832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.479546Z digest=sha256:609d7628e5fdcd7c222a215fc0b2f1bc9c6fb3e3b9514981764c8c6a2bc90c8d

Observation 10e425ee-34cf-4e94-aaf9-511a4acb9c8e · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:54:14.076274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.482125Z digest=sha256:ddb3f24686a543568993f43196422e1fd53708fb18b4a0e60f9638e5cc727b98

Observation 32eac2dd-744b-4b99-a311-b52f2be09fb7 · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:54:14.068481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.484572Z digest=sha256:679757c0c3f4765a29f064517be42da82879d66206dce8045c671626bc5c48a1

Observation 6ffc3487-90b9-442a-88e8-0830bc9ca670 · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:54:14.060452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.486959Z digest=sha256:3c515710941a3340f752d41f0f16c24ddba0ecb7f4220b618c11decf2b92f235

Observation cd0b48d3-20f7-4afe-b0aa-c24bf02b8a36 · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:54:14.052553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.489555Z digest=sha256:c3153675b32c01464e3fec488153a4ea8d6bb992231804756133966a2650fdab

Observation 8039e757-52e2-4eb6-8fc9-9de32e72c80f · outbound

This paper cites (accessed: 20.07.2024).

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages (accessed: 20.07.2024)

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:54:14.044916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.492198Z digest=sha256:d922b52725e3e68dbd3f3f8a4087d6c1c146579e6f62aeefe247168e000a2ff9

Observation c57d7ba7-180c-4525-8b09-4c31d0758da5 · outbound

This paper cites (accessed: 1.08.2024).

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages (accessed: 1.08.2024)

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:54:14.037569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.494409Z digest=sha256:8a553a1f71318702f83c470e654a2b83d8acec6caa3f5e06d79344abd33817f4

Observation 171a1cac-1538-4397-b43f-6f08b25ad276 · outbound

This paper cites (accessed: 20.07.2024).

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages (accessed: 20.07.2024)

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:54:14.029115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.496634Z digest=sha256:beb79012893785e013a416dac3fc2d213531dfb475e403cc63f2e7de5a8e6897

Observation 35df5f85-d4ad-4cdb-b031-012d819bad54 · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:54:14.020762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.498905Z digest=sha256:c6b6c0bbdd2906f304c6add43a10c595970c282904ab4460ebc300808564d44f

Observation aaa24a17-f6da-417a-8ac7-898623818b0e · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:54:14.012366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.501050Z digest=sha256:1f752b7e43a5052c8ae6b68f63cd3db086dfe9be45757045183c3dda7de2e8c9

Observation dce9a724-cf29-4785-bf5f-38ac4e1c08ee · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-11T20:54:13.503263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:54:13.503263Z digest=sha256:f4df4dd90bcdb193e6bb6931ae8aa960e3a9334ebae697716b5200f9e888ca7e

Observation c09b78a9-c7f1-45e1-89ba-08e8b69a0577 · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:54:13.999526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.505589Z digest=sha256:25eb807cf93f78050bccec3a269f99cda2115ac97e43aec015cbb5d51c942bc4

Observation 81027b2d-f529-4a57-a299-cd58ec0f4a55 · outbound

This paper cites (accessed: 20.07.2024).

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages (accessed: 20.07.2024)

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:54:13.991311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.507762Z digest=sha256:b7b06bb72c04deed90b417b7c88c7115f8202b14d22cd510ccc2d6fdb4b87885

Observation 391c73c0-a705-4482-b235-8a59c9ccebfd · outbound

This paper cites (accessed: 20.07.2024).

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages (accessed: 20.07.2024)

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:54:13.983226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.509897Z digest=sha256:1ca5078da34880c49e7a8c8ccef814cd0feba25014e54b88062edaa48717095b

Observation 156b4844-f70d-40e9-877d-34668f79ccb2 · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-11T20:54:13.512568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:54:13.512568Z digest=sha256:e73b882f119e7568ed97bd311672d4810e40d58be74c5bbff009fff8c8581390

Observation 44222dd8-7776-4eee-8bd1-74e894459897 · outbound

This paper cites (accessed: 20.08.2024).

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages (accessed: 20.08.2024)

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:54:13.971251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.515260Z digest=sha256:e4d40cc677b112a2050485defaec1cbe88a9e607d0e4f10ef0fc4e8f6ce8e44f

Observation 4c0cf7c4-4500-4917-bce8-f7244421e851 · outbound

This paper cites O’Reilly Media, Inc.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages O’Reilly Media, Inc

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:54:13.964296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.518013Z digest=sha256:fdd59c0fb1e0ce825c015e0f22178833a8ecfd60b4cbf713ee614147bbab3979

Observation 8b4a9710-fbd8-4946-9329-d5dca7e2055c · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:54:13.957233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.520515Z digest=sha256:47d749acb9627c14333b301ecf4d39f6ea6c68bf5afed9b2fc28e1fa11aa015c

Observation d36dd31d-b1df-40fd-a2d2-642c6e905cc7 · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:54:13.949713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.523159Z digest=sha256:e6e7d9833f6ef371523597f85181bea43fb0fcea0ab32565580aaf87d8ca97d2

Observation b55a3f0b-446f-435c-b06f-1220d13eb25c · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:54:13.941269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.525741Z digest=sha256:72d60b2c9774b05e8afc621a2079d5ce376252bf3d03ba588c64874c992b5a11

Observation 228073b2-fc5e-4cf0-a9c9-205c78d465a6 · outbound

This paper cites Practical Automated Detection of Malicious npm Packages.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Practical Automated Detection of Malicious npm Packages

Reference 48

Resolution
verified exact
local_arxiv, observed 2026-08-11T20:54:13.662365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.528323Z digest=sha256:6808eaedb9a585b4b2c8c0883211e914556d5ee2571f2371270d1804304a7a91

Observation ba2f5491-3b72-4c0f-94cd-b69ffe1c398c · outbound

This paper cites SpellBound: Defending Against Package Typosquatting.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages SpellBound: Defending Against Package Typosquatting

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-11T20:54:13.531241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:54:13.531241Z digest=sha256:8641583d3a5f71efcbf2edae27d9620fb05dad350868041ec7ca59293a0134b2

Observation 6d268d30-c8b9-483e-ab98-b5125ff99f2c · outbound

This paper cites (accessed: 12.07.2024).

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages (accessed: 12.07.2024)

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:54:13.933016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.534178Z digest=sha256:94e9b9cdf58fa101f0b137ced3903e84f02aaef74fe1323b7105121d1ef38e6e

Observation a38328e0-8008-42b3-b861-f7947fa605e5 · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:54:13.924531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.536961Z digest=sha256:9a5f99498602b41bfb1b871e8bfc994945c772d29cdacd7edfa4a0fc67a9afed

Observation 0342ae1f-d2e3-433b-bd01-f5b330b308e7 · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:54:13.916016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.539909Z digest=sha256:a64cabc992053aec2bcc4d239828be421102400ba5e5b8f6ea48c99b5acf6a6a

Observation b9534bac-aacc-4888-9221-455a745b7c19 · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:54:13.907554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.542620Z digest=sha256:0f16c8899e28d1df480db1ae70e2134098114b48b9d4119d1a5bc5d62f9f5b56

Observation a60e92f3-b132-4012-9a1a-3369bc5e8550 · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 54

Resolution
verified exact
doi, observed 2026-08-11T20:54:13.611131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.548425Z digest=sha256:eea4ae42a89d29bf16fedb26e49f7372f4f429fc37e5eedb8d8bb963ecaaadbc

Observation e9c1a491-067a-46ea-98f5-a2ceea3720ed · outbound

This paper cites Security Issues in Language-based Software Ecosystems.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Security Issues in Language-based Software Ecosystems

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-11T20:54:13.545484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:54:13.545484Z digest=sha256:5d24bfab3eaaa1ccefe804be45f335589d77f53ae97090e45a5ee175803e4ba2

Observation d0357f4e-c98c-49bc-b575-5ca89c9c5394 · outbound

This paper cites A Benchmark Comparison of Python Malware Detection Approaches.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages A Benchmark Comparison of Python Malware Detection Approaches

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-11T20:54:13.557112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:54:13.557112Z digest=sha256:81a07bc34d2cc9b48410fc3caad7332f2f77c532aadc5be4d1c7e90acf2e2d48

Observation 46b841e5-7d32-40f3-b26b-bde89d9c0fbb · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-11T20:54:13.551123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:54:13.551123Z digest=sha256:258927dbeea7e7f19b8f3cc0bdecb9b0547561bf81a69beefd471d61667f4151

Observation 37ff5fe2-682d-40b9-931e-3f4351ed2b44 · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:54:13.878229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.563112Z digest=sha256:f7685c4dfc4482cb2f4a033b19ce7fb255439f924ed6cda14ce027acd899ba55

Observation 87f8af2d-aeb7-4db3-9d17-1728744b3b21 · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:54:13.861564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.568416Z digest=sha256:a48306c000ed54f07ce8c58b5964e882f8d81822f089ab10674e6f26968341c8

Observation 466d5ec7-c613-446a-8bdf-5ac072ba32d3 · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:54:13.886164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.560175Z digest=sha256:154e7345129f617eb7f90e91e2c6356e9156a6115566ef2bdc136d8898688f86

Observation 6f80d8b6-2e84-44ae-ad44-5a79dc04215d · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:54:13.846067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.576830Z digest=sha256:7219c11cf608e0f73152818a3fdd053862108aa50f53cb1b24adc5ae0df5fe45

Observation 2d4fc2b8-5cc1-49e5-bbce-3cca3c01f778 · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:54:13.837826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.579449Z digest=sha256:ec174df9606f609d54a36d996e86da599225390eccf991cfcc95c61b192fdee8

Observation 983287bc-18a1-42e6-b365-852f2fdb33c9 · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:54:13.829569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.582015Z digest=sha256:edeeca50a4387e9e8f9b268cd8f435bb763f7e8bec61b3eab4d324b66ef47585

Observation 19eb435b-ec1a-46e5-88e0-b9341b74ba2c · outbound

This paper cites In 2020 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW).

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages In 2020 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW)

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:54:13.854291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.571367Z digest=sha256:e0760fc715913904f1eda6c8a196cfefa31d794f84754206cb686ca4072aaebf

Observation 6cdf8175-88f8-4274-89d5-6f5336d607dd · outbound

This paper cites Understanding and Remediating Open-Source License Incompatibilities in the PyPI Ecosystem.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Understanding and Remediating Open-Source License Incompatibilities in the PyPI Ecosystem

Reference 65

Resolution
verified exact
local_arxiv, observed 2026-08-11T20:54:13.630277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.574032Z digest=sha256:980160e2a78de134ad3db74408648e664e74ed205b22ff1c366e90b549b35bd7

Observation 05c04bbf-4eb9-4f24-aeef-478523d31410 · outbound

This paper cites Killing Two Birds with One Stone: Malicious Package Detection in NPM and PyPI using a Single Model of Malicious Behavior Sequence.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Killing Two Birds with One Stone: Malicious Package Detection in NPM and PyPI using a Single Model of Malicious Behavior Sequence

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-11T20:54:13.584352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:54:13.584352Z digest=sha256:ab38073026c70b2ee6031b17e1fa57e659ede8de876c120a08af8b461ecb3166

Observation 6e0d07c3-9fdb-47a0-a899-552e91389ae4 · outbound

This paper cites an unresolved cited work.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages Unresolved cited work

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-11T20:54:13.586729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:54:13.586729Z digest=sha256:561ec39eeffa211826326a53b7c15635b57852d973df097969aa30fb08f43d39

Observation 02f4dbb0-910e-448e-bb7e-e029e7bccf4d · outbound

This paper cites In 28th USENIX Security Symposium (USENIX Security 19).

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages In 28th USENIX Security Symposium (USENIX Security 19)

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:54:13.816549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.588926Z digest=sha256:5b72f4e0e3e8b884d6c46606c37669c21d98e11f021f7e74386441fef557754c

Observation 34332dad-bf52-4793-9139-ccfdefa0dae8 · outbound

This paper cites In 2019 IEEE/ACM 41st International Conference on Software Engineering: New Ideas and Emerging Results (ICSE-NIER).

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages In 2019 IEEE/ACM 41st International Conference on Software Engineering: New Ideas and Emerging Results (ICSE-NIER)

Reference 2019

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:54:14.123399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.466504Z digest=sha256:db825db0a35d2a872b6a0da33d10b57a3340cd7a5f70ac1307a490ab1f40646f

Observation 005f8a27-559d-4acd-8d32-22fe49387906 · outbound

This paper cites In Proceedings of the 2020 ACM SIGSAC Conference on Computer and Communications Security.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages In Proceedings of the 2020 ACM SIGSAC Conference on Computer and Communications Security

Reference 2020

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:54:13.869873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.565695Z digest=sha256:137fe476f7f4d4714fa3fca771979e3a64eea2f50ce7e943b1e736f58efdb633

Observation bcde4ae6-8d7c-49b6-a06f-a6d90e661002 · outbound

This paper cites In Proceedings of the 29th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering.

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages In Proceedings of the 29th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:54:13.894687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T20:54:13.554163Z digest=sha256:c5cbb7c4735e2b20fcf470560fce8cb4a3f0bbc4922a7e070fa081b207402cb0

Pith citing papers

No inbound Pith citation observations are available.