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Paper Citation Record · LEDGER

A Machine Learning-Based Approach For Detecting Malicious PyPI Packages

As of 14 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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.402636Z digest=sha256:e2ec39050ea3e07bde5556e674413b552d7afd7beda789894f98f51fa94bef1e

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.405956Z digest=sha256:c8d2f9c3d0e138c6457b2f773483d990b5b239fd25056eb19011a3b2e9c1f808

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.408872Z digest=sha256:234bac96ea3c418499cfeeea60d47004629b86a7794fcc6bbd524f0ebff75b51

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.411787Z digest=sha256:b70111eab081f72c5318cbc4db6df5c7799fc9914fb730183113709db32b5fad

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.414690Z digest=sha256:b56281643edec5b0a5297be8b709b740efcd9417db26f8a7c5cc1350826aa3e8

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.417561Z digest=sha256:0562fc33ae2e6a2dfc7574a524b5090189f35c2596cf8802ce3b4bf335eb9f45

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.420532Z digest=sha256:ed03a7f04c0199f1193c551dfad5d107becac2d9ddb20d32e10fe30c761b81e0

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.423234Z digest=sha256:56ff6ed51dd87fe56afc4fea819177e4dcba94da5fb193902401c465a2f2a98e

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.425933Z digest=sha256:841b85f0d203b4a0f1cc8e2131dbaed5e5513f26105508b071a7044a2d688326

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.428680Z digest=sha256:d52ca0f26c83f1408c6bd26821192b1d5a869ee06c6f95f157051f6400291086

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.431403Z digest=sha256:e9c632b3c81d0c5c49e8db786e3f95c30b05816d9e3c699a8766854079c78e33

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.434207Z digest=sha256:d07bc888b75cbfac99bd5d817bcc620b9d74cc57d7e4aa6afaca1e8c83a4b3e4

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.436931Z digest=sha256:59b556bf3a71764d7d056d94df07dd39b1871ee01e26cad569c2d867f0d2b910

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.439600Z digest=sha256:3d547599cc4429c46ae068376eeb0f68b54b5fdcf5529a4bd75222f6b9696176

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.442168Z digest=sha256:60816b81561a8c2ba9d3de8ec568b2dba8b40f4d2eac3e45294e8fb090fc0f19

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.445100Z digest=sha256:466e6ee2c126ac69eb0069a48c420cf1dce9ead285d105094fae028d98ddc265

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.447790Z digest=sha256:54ff436643d4105d5dd8c0ef59b1f5b3c0f6fca6790321d88e30fe102ae5405a

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.452997Z digest=sha256:3aae31943f49895a7f1024a9289b3adcfd879580509c7d0f56013da542042a57

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:b7f99974fbbf6c633c4391bb25187e01c3b82913da7a30ca4a1f80fa9a38a736

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.461197Z digest=sha256:1ef03ea34ad1f95938cbd5436e4ed9e9ad26ed2922fbc4623fc4def2fa27a494

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.463785Z digest=sha256:9c7da3ff00bd5d3f9482ad6a128c58a02f5b12befee18ad17ca8b678ab66eacf

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.469174Z digest=sha256:505ab25360a15840b8d9b22083c1f660a6b537c039cb095dc65942a6cc56739d

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.471771Z digest=sha256:d18d5306a1c043a915b3e7a307078a02caf3ff6b059866f17cc1d4f1e54c05ef

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.474387Z digest=sha256:c8c21924426cecd028d8ecf2d8f16ed7b61fa685780e47d93c9dac3ab0693a6d

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.476945Z digest=sha256:586135c125f84b69c62dcbd784f72fd9fa6bd3a4309a0ec3131ae35e69368216

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.479546Z digest=sha256:a2fa770456e6efa20bdb1558e69a86e69f6ae0af314a33403a364ffc535cbde5

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.482125Z digest=sha256:3a66f9edbb553b669f54ca33ef39a156fa69cd7fa950eba75ec5c7215fdfb731

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.484572Z digest=sha256:586a8ae63f891edc765040ef9d120333836068868b09fa952e50e4dd7fd9d5fd

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.486959Z digest=sha256:1710fee0f66fae3d9082f5c14399d5c5317129907cab1bf6301fcb77a1465dd9

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.489555Z digest=sha256:7220461118ca382e23125826ea7b21f54e94072c6af807bd24d9274a48e62a5f

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.492198Z digest=sha256:0906168601daddc46345ed6ae213f8b8f646826b2400a97dd9600d839ceab872

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.494409Z digest=sha256:a1ff16063ec1328f5ba64b80ca78111d38ce8d8fa095e3c67afdfbf1508dae30

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.496634Z digest=sha256:32a9f97456398e4a1dc7745ab04e13bad092854245313ced0d7eeb691d0fd03a

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.498905Z digest=sha256:3c0ee605e7193253cce0c3ca43629f07847e838ebea3e611e1841e673742927f

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.501050Z digest=sha256:8577b39318a4f2bb8228974b1f9c79b5325f9cd71d43780c581608bc6ac1ad83

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.505589Z digest=sha256:4b2e8e632bfc8ebfd6e2432c6550e6c420f45559190ec7715c75a1f5bb3a11f1

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.507762Z digest=sha256:4b729c7c865f45704c8ac804e51302e292bdb881c30489503eeace0d3070b633

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.509897Z digest=sha256:8017169c82d06a29b51d42aa87ed91f2701c16d2b1aa012de7dd1af3cd6b3fc8

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.515260Z digest=sha256:910f006119b712b6a2135189c4fc2e80df348bed21add0a6aada6740f602afaf

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.518013Z digest=sha256:2f767a580d8caadcdf54ec3d78a3f66bb6f689caac6d96919ed7ecae5882b996

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.520515Z digest=sha256:01d25d37cfca27456baee93b897b86e3568960816240573d44d00da0f731387c

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.523159Z digest=sha256:549f2c9c667f10679103f9aec068837985fca518d8e57bae5527c90f67a071db

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.525741Z digest=sha256:2fb6f735b205129f5bce94d987292acaf9ee97d81c2ad2ff0cb21da335e9b489

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.528323Z digest=sha256:539867fe7401ecfb6e36baa12075578d0e4fb7b98de09d8cb5fa3f76ac06ebe8

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=sha256:19672673423ae7507ebf1ed8e670175b29b8e1eec1d0ea8b6311be09cde89bd2

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.534178Z digest=sha256:fd2ecb6d42f1993b7191ac9c1664f27b9f18b3c7a682c06f09e0ee4011f1dc0c

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.536961Z digest=sha256:731297d28515a9cc9a6367f443dd9e27c160350d838252bfb56606693e719322

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.539909Z digest=sha256:5bb7171d25153634b84c3318855dca7fc7d0068a0219c41b82e25a7f3553cf58

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.542620Z digest=sha256:cd916be420fb54adf2506cba67463f83b7cea24b4ad51d596e0bbc52f91199fa

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.548425Z digest=sha256:7191148e5da7a154a253c5b2bea9c60451441ac86b5456ae22630833e2c20451

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=sha256:7019c33a609b5b8c0ca3f0a8b8d157a83c0a9bd41c0ce4bd6acd7cf9a1055504

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=sha256:419a0e12ee1a19767a2059e6f8c48f43d4ec52932882ed354cd4b2a84b867f4f

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.563112Z digest=sha256:b1eb9688df3b6883db78c0663002204aec31a00e3ea79b105042738abe224c75

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.568416Z digest=sha256:03542488115915808d82a1e9f023bca07d05dec197e857e33ee4cd0f59f46100

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.560175Z digest=sha256:9c16eda5aa3b8f9a248c5eb0a45c5daacc12156705c1dbdf5f647120e837253e

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.576830Z digest=sha256:9a24aab0409721ce0b4aa1921657dfc64db660edd43e24cecae42239bb2920ed

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.579449Z digest=sha256:57e155169c1c1352c1f00335aefe9568c0632cf74182e590feaf3f5a7b060891

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.582015Z digest=sha256:22001c04ab734fd10a58b8913e9bf13f5a1a3809d31626558bdee50368ccfe4a

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.571367Z digest=sha256:757fa8dfe248182925f1ed02ac8eba1bf594449241ecb575d4504b6f4e3235aa

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.574032Z digest=sha256:75455b4b7551134a6c67e3b041a73ae8f45fa12a3dadc7d5a914a67ec5991f78

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.588926Z digest=sha256:79da1d78ea5c28d7f162e5a023622be34dbd672a0da3b855c361b6f0e5ee9afc

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.466504Z digest=sha256:fe035c13b99a42a1c0b309d0d40931ff6768f465cf72c27d9f02ab63a508280c

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.565695Z digest=sha256:1bd62e0805d9078929e4b19a64a2bfbee8dc4cab40c988704486f02035563396

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T20:54:13.554163Z digest=sha256:c2cde1699770ebc9d04ea8044131c476bcf954e72a3784ed63410a856e1df9a8

Pith citing papers

No inbound Pith citation observations are available.