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Paper Citation Record · LEDGER

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem

As of 21 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 4 inbound Pith citation observations for arXiv:2506.14466.

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

pith.paper-citation-record.v1
2506.14466 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:24:12.855879Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T23:03:24.701963Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T23:46:23.996126Z

Reference resolution

53 of 53 outbound references displayed

  • verified exact1
  • verified fuzzy42
  • unresolved10
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b9e0077e-a3e5-42b4-9e10-46b9a9940592 · outbound

This paper cites https://www.sonatype.com/state-of-the-sof tware-supply-chain/2024/scale.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem https://www.sonatype.com/state-of-the-sof tware-supply-chain/2024/scale

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:14.257585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 9119ff20-e0d1-47bf-a55d-65243765634d · outbound

This paper cites an unresolved cited work.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:24:14.239368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:23:57.091938Z digest=sha256:a121522c084ea7f4726acee16256746936b8ac1fb3e833566f1e9aa5da1f5cac

Observation c4fa8a68-adb5-4cbe-8131-711fb1a88233 · outbound

This paper cites an unresolved cited work.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:24:14.217380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:23:57.292489Z digest=sha256:1f7502f0c45f216d6694d7eb5bb85c1e558bc4d5c973651f4975a121d7b91313

Observation 1b154d29-0868-4a86-8e00-b512867ec9e5 · outbound

This paper cites https://www.tiobe.com/tiob e-index/.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem https://www.tiobe.com/tiob e-index/

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:14.195847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:23:57.450945Z digest=sha256:16ff32f90942f6128e2d82d75eb624ad56b7d596aa6146e3f43512281b8e7137

Observation 46a554eb-5efb-45a2-8582-26854f65d135 · outbound

This paper cites Oss gadget: Collection of tools for analyzing open source packages., 2020.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Oss gadget: Collection of tools for analyzing open source packages., 2020

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:14.175695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:23:57.627432Z digest=sha256:21d0c7a1b3f9d13af92ead1bf095e4d3e151a0d3971ee0dc272fb0f3ccf43044

Observation 32d3c116-6cb6-4b2e-86d5-c277832f2974 · outbound

This paper cites Oddfuzz: Discovering java deserialization vulnerabilities via structure-aware directed greybox fuzzing.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Oddfuzz: Discovering java deserialization vulnerabilities via structure-aware directed greybox fuzzing

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:14.154465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:23:57.844450Z digest=sha256:f675e25c4537e62d4c4d241e9fa80b45fbc6d5fded94c7dc230aa2d09354bb45

Observation bb8836a0-8806-49fa-b7bb-7223282a3ce2 · outbound

This paper cites an unresolved cited work.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:24:14.134844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:23:57.986720Z digest=sha256:197b49f6bedcd0c762a65175cabed942df177b99129fae61289dd476cc7d3132

Observation 37b55f21-15c8-4978-9744-44ffd8182ce8 · outbound

This paper cites MVD: memory-related vulner- ability detection based on flow-sensitive graph neural networks.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem MVD: memory-related vulner- ability detection based on flow-sensitive graph neural networks

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:14.112281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:09.822131Z digest=sha256:6d14413de3af7a9712e8f6feadca23b7048b0339b98c631c70e4d50d64962f65

Observation d0d70b4c-f5f5-4eb7-91af-abf1bbe56ce4 · outbound

This paper cites A Systematic Literature Review on Explainability for Machine/Deep Learning-based Software Engineering Research.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem A Systematic Literature Review on Explainability for Machine/Deep Learning-based Software Engineering Research

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-08-07T00:24:13.032103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:11.800395Z digest=sha256:87ef7e724d5d9f1c7d778e9040c9ee90c57fd1ab6cf836784543d891430108bb

Observation 68a185ba-744b-453c-b608-ec1d7a40f602 · outbound

This paper cites Coca: Improving and explain- ing graph neural network-based vulnerability detection systems.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Coca: Improving and explain- ing graph neural network-based vulnerability detection systems

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:14.087148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.024930Z digest=sha256:d5ac5b6c2ff7c2f42e550c3a30d3d5b737d1c1997ace042dfb1d8c0f84920153

Observation 9402e53a-343c-430a-9cf0-aaa473e592cc · outbound

This paper cites Xgboost: A scal- able tree boosting system.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Xgboost: A scal- able tree boosting system

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:14.064396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.110767Z digest=sha256:e7adab96bd11282add2aec08dbdd3b9b5c55e40f0442e100d2a84cac2cc42cb5

Observation 0d7cf789-75cb-412b-9112-0cc6a76cc015 · outbound

This paper cites Pypi mirror of alibaba company, 2024.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Pypi mirror of alibaba company, 2024

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:14.040652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.166259Z digest=sha256:42efb5d33de76562a5e8386e2bf4e98f9403287243976697a0b70ecbae1e98e9

Observation 4f0454fe-5912-4080-ae5f-8f87b3bb4525 · outbound

This paper cites Pypi mirror of huawei company, 2024.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Pypi mirror of huawei company, 2024

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:14.014770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.235943Z digest=sha256:671aecd24a5ac4ef2454bbf9a8ac5b8117ab46dfc27ff73387e0aba119450f7c

Observation 432d7488-4ec3-48a8-8697-ff769d36a188 · outbound

This paper cites Pypi mirror of tencent company, 2024.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Pypi mirror of tencent company, 2024

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:13.990702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.284222Z digest=sha256:1121021582d85c5daf69a1fbe13aa4bf6c2538477727d52fac7fd90ab2b86a1f

Observation bcbf7840-fe3b-4043-8d02-97c389f99b5b · outbound

This paper cites Analyse suspicious files, do- mains, ips and urls to detect malware and other breaches, automatically share them with the security community,.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Analyse suspicious files, do- mains, ips and urls to detect malware and other breaches, automatically share them with the security community,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:13.968676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.351883Z digest=sha256:d74188c9fa2bd7697d785552f9f6d254fa8735da94531cc13e5577f7aed98f03

Observation 90312d66-8aa6-464a-94c8-c4cf55c4aee0 · outbound

This paper cites Guarddog, 2024.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Guarddog, 2024

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:13.925450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.447237Z digest=sha256:539ca003bb646f4ae4f6d1f304d241a7c2ad4e09abff5b884d6164db8cc25078

Observation 7bbf91cb-840a-4ed9-8377-ac809d73f5aa · outbound

This paper cites BERT: pre-training of deep bidirec- tional transformers for language understanding.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem BERT: pre-training of deep bidirec- tional transformers for language understanding

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:13.904144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.458963Z digest=sha256:7f5ac064c924b08c1dbe9d0cc3815341ab4cd5163bc0318754e8c74e01e834a9

Observation 412a864e-ebaa-4404-a8a0-e63dcf0b0988 · outbound

This paper cites Pypi mirror of douban company, 2024.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Pypi mirror of douban company, 2024

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:13.883602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.473137Z digest=sha256:31448635b535e7d08d8361926992e13c1eb93e16b7a5e02dacc4c339f3f11422

Observation 59a0ae6d-6b39-4bea-85b7-66104914067a · outbound

This paper cites Towards measuring supply chain attacks on package managers for interpreted languages.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Towards measuring supply chain attacks on package managers for interpreted languages

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:13.861292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.487012Z digest=sha256:56a83a2d80b652bb5d40dddfd5101e39cadc47c72f447097e8c466070782e067

Observation 52c35492-04b1-4775-af1f-aad0c5cff603 · outbound

This paper cites PBDT: python backdoor detection model based on combined features.Secur.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem PBDT: python backdoor detection model based on combined features.Secur

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:13.841368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.497331Z digest=sha256:3119cc18d2d906936b14be157ee25fdf7698d7aa09a8764b9d88f3521c06aa6d

Observation 1bea161d-8a44-4426-9164-30f6f8cae6f5 · outbound

This paper cites Centrality in social networks: Conceptual clarification.Social network: critical con- cepts in sociology.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Centrality in social networks: Conceptual clarification.Social network: critical con- cepts in sociology

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:13.821438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.514998Z digest=sha256:f86563fc70e1b5093655dbff3b82e03aee90ed246f6468c0f27cc392ef5c95b8

Observation 8628aef8-1120-4691-bc47-5045d8f1ea1b · outbound

This paper cites Anomalicious: Automated de- tection of anomalous and potentially malicious commits on github.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Anomalicious: Automated de- tection of anomalous and potentially malicious commits on github

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:13.800545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.533023Z digest=sha256:84c48d8d37749b92e011f9afaef80e0f4ff715535aa03d45ff036b3370283110

Observation 745db726-24b2-45f9-9ba6-f120dd2fa1d7 · outbound

This paper cites An empirical study of mali- cious code in pypi ecosystem.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem An empirical study of mali- cious code in pypi ecosystem

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:13.778207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.546104Z digest=sha256:5c9ee9158a937168438d5a03b16d3d50e65ea704c55bf1cecf111ccde223cc60

Observation b040e8d5-1faa-4b17-b9c8-f0bf641e9f5d · outbound

This paper cites A new status index derived from sociometric analysis.Psychometrika, 18(1):39–43, 1953.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem A new status index derived from sociometric analysis.Psychometrika, 18(1):39–43, 1953

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T00:24:12.556815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:24:12.556815Z digest=sha256:417ffaa183c22ba96b520fc7ec820ad0a21bd6edd150f805830a42742ae3c65c

Observation 97d081f4-30bf-444a-981f-72c0e2ad57cd · outbound

This paper cites Juggling the gadgets: Binary-level code randomization using in- struction displacement.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Juggling the gadgets: Binary-level code randomization using in- struction displacement

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:13.737639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.570624Z digest=sha256:d39bd4fe71b96af020ec3a97c324f66d43356fe2c45cebca5c1a020a420a1527

Observation ee35854a-dbb7-4567-af2f-ed82e57b64b5 · outbound

This paper cites Deceiving End-to-End Deep Learning Malware Detectors using Adversarial Examples.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Deceiving End-to-End Deep Learning Malware Detectors using Adversarial Examples

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T00:24:12.578524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:24:12.578524Z digest=sha256:ebeda346f519f4014a2c040e4e6bc46b8d9a456cdeadd5c82ad4228a9e7d0797

Observation bda35f70-2766-45f8-b8c3-69eec1a397e9 · outbound

This paper cites Malicious packages lurking in user-friendly python package index.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Malicious packages lurking in user-friendly python package index

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:13.715454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.591159Z digest=sha256:bfafbf18816b0790cfd3adab84e05845e02d87935bd021244241d926aee5e97a

Observation dc776ea6-9eb4-464f-9233-b92be7625985 · outbound

This paper cites A needle is an outlier in a haystack: Hunting malicious pypi packages with code clustering.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem A needle is an outlier in a haystack: Hunting malicious pypi packages with code clustering

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:13.693716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.601667Z digest=sha256:dd47aff3872f2ab31f0f9bf9b0578756f52d48f9e55421b89dd521516e3a8c1d

Observation f88c6ea8-8948-4fe5-a59b-e82bea9bf560 · outbound

This paper cites Harmony in the small-world.Physica A: Statistical Mechanics and its Applications, 285(3-4):539–546, 2000.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Harmony in the small-world.Physica A: Statistical Mechanics and its Applications, 285(3-4):539–546, 2000

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:13.673181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.613928Z digest=sha256:889e34d4e46ce3362e45d960aec539807d278032ae869c4d6dd453a07a76e462

Observation e16a0b3b-c3ae-45b4-8aac-638e257305b4 · outbound

This paper cites Chatgpt., 2024.https://chatgpt.com/.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Chatgpt., 2024.https://chatgpt.com/

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:13.652739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.625567Z digest=sha256:0e2441b7bc834a9e1755476e74db91b04f1feb1c91ea507f3172ee0434f1a32d

Observation 7ac3be5d-e4a5-4e19-9428-4b5472ad3c92 · outbound

This paper cites Keromytis.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Keromytis

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:13.626562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.633624Z digest=sha256:dc4d25357df5b2f8cffbe1cd06b1957735b8766062b971709a025fa874df1fad

Observation cd17eb6e-170b-4c79-a1a1-25c9bfb2452b · outbound

This paper cites Yang, Zachary DeVito, Martin Raison, Alykhan Tejani, Sasank Chil- amkurthy, Benoit Steiner, Lu Fang, Junjie Bai, and Soumith Chintala.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Yang, Zachary DeVito, Martin Raison, Alykhan Tejani, Sasank Chil- amkurthy, Benoit Steiner, Lu Fang, Junjie Bai, and Soumith Chintala

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:13.602189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.642793Z digest=sha256:21e1873b042ef8b8491e7d603c4d2048a3fade7773d459059926720f1385dbd9

Observation 7cd84324-b7f1-466d-b937-487f12c33422 · outbound

This paper cites 2023 china software supply chain security analysis report, 2023.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem 2023 china software supply chain security analysis report, 2023

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:13.579566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.660534Z digest=sha256:02adad446563dd8991c3632294b8219b8d4a1d91a8050bdde0cf124414e48dc3

Observation 7545c1d3-71db-4a63-b02e-266a66db3bc7 · outbound

This paper cites Pypi massive forged packet name attack, 2024.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Pypi massive forged packet name attack, 2024

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:13.557502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.669780Z digest=sha256:849d77e9523a1eaac682aa21ef934716b7d51fff3b539e79f05209fb1fbb0903

Observation 1667b6ab-6cda-482c-a74d-711f105d1c0f · outbound

This paper cites Practical automated de- tection of malicious npm packages.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Practical automated de- tection of malicious npm packages

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:13.533748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.680329Z digest=sha256:fc105658f9745cf4129afee499b4830c1354b3ccf3b77866a7967f87bd5d0834

Observation 443b6427-c7dd-4a08-bfdb-41f76a004949 · outbound

This paper cites Russia-linked ’lumma’ crypto stealer now targets python devs, 2024.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Russia-linked ’lumma’ crypto stealer now targets python devs, 2024

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:13.508647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.688274Z digest=sha256:36527178cf2d3f38a6d612dd180b6805468cb555785186eaaabada2a30170801

Observation c0b22929-a512-4e2f-91e0-44cbfc8acb6e · outbound

This paper cites 1+1>2: Integrating deep code behaviors with metadata features for mali- cious pypi package detection.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem 1+1>2: Integrating deep code behaviors with metadata features for mali- cious pypi package detection

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:13.482981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.698734Z digest=sha256:1e9c8123c4e86462f986edac75bfcfe93af6713432a91a81dc20b349bc2c8a49

Observation bd514e42-4af0-4b80-8ea9-a11d75ca2b4d · outbound

This paper cites Pypi mirror of tsinghua university,.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Pypi mirror of tsinghua university,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:13.459666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.708502Z digest=sha256:e776dbdb4385508e7f70dd3dda33ac785eac2adec1066ce9f0458cbea253ef38

Observation 0032af69-7f44-415f-aeae-750b8a6d356b · outbound

This paper cites an unresolved cited work.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:24:13.414744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.727439Z digest=sha256:05b9b3ad63924899b2fde525a79f7f7b7e8aa4a38b145c99e68848bc9b8c0840

Observation f2661fac-058e-4749-bd59-5a4dc50a70f8 · outbound

This paper cites an unresolved cited work.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:24:13.436923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.717545Z digest=sha256:553be77e533622ffb982eeb0e266afcaeee46a3caea8470e23fc550eb4332409

Observation d67c538e-8349-4dfe-8ce0-c1385746b79f · outbound

This paper cites an unresolved cited work.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:24:13.346804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.746144Z digest=sha256:fb22c13d0ef818366a54b9320c0f23ea38d52c8cd0871cd3cdf0968872e969a8

Observation 89a4c56b-a998-4e94-a020-42d61dbf21bc · outbound

This paper cites Lastpymile: identifying the discrepancy between sources and packages.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Lastpymile: identifying the discrepancy between sources and packages

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:13.381742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.737317Z digest=sha256:7e1061ac707268c77b547b7205f579157d37cfb1eb266ea8b5aa24126884ea18

Observation f59fa9b6-21b0-4d81-a251-2c44438472bd · outbound

This paper cites Mitigating Adversarial Effects Through Randomization.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Mitigating Adversarial Effects Through Randomization

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T00:24:12.767171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:24:12.767171Z digest=sha256:fe58f17e76d78bfd3df6b143f6292655b63b1a3f87061cb14a37a4cc267a9d8e

Observation 89724a67-1f7b-40e4-a8c4-7d4398f68680 · outbound

This paper cites Malscan: Fast market-wide mobile malware scanning by social-network centrality analy- sis.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Malscan: Fast market-wide mobile malware scanning by social-network centrality analy- sis

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:13.315073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.760201Z digest=sha256:ac145e06a10b4cf214c9072a2d8406f388e00938cd413bc4b7f44264e35793aa

Observation aee2cf2f-6685-4537-b68d-ef0d816d2f2d · outbound

This paper cites Leveraging large language models to detect npm malicious pack- ages.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Leveraging large language models to detect npm malicious pack- ages

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:13.251203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.786714Z digest=sha256:cbd5616290f1588ef9e354101f41733b8bdffe8335b9c0166673f5dd8d86a786

Observation d0bd8d47-272d-4632-a7da-66b6079da68f · outbound

This paper cites Maltracker: A fine-grained NPM malware tracker copi- loted by llm-enhanced dataset.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Maltracker: A fine-grained NPM malware tracker copi- loted by llm-enhanced dataset

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:13.281984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.778577Z digest=sha256:1a4c7329d24f7711e4776827e468594908cae1b6552c77c3f1ab26e2a19bb76a

Observation a4dc78e8-7ed3-42fc-859a-a06d1f364e76 · outbound

This paper cites Cyber-guided deep neural network for malicious repository detection in github.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Cyber-guided deep neural network for malicious repository detection in github

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:13.183184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.803714Z digest=sha256:9d90dfc843b80871f74f84c89bebc9331d0a1262656557f703654e38ffaeaddd

Observation bd9dec7c-2c4a-4a5d-9e0f-65d9188c236b · outbound

This paper cites Killing two birds with one stone: Malicious package detection in npm and pypi using a single model of malicious be- havior sequence.ACM Trans.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Killing two birds with one stone: Malicious package detection in npm and pypi using a single model of malicious be- havior sequence.ACM Trans

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:13.215696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.797264Z digest=sha256:c8e89a9586cb74e570d734a6d9831bd048229ae0330ae658e3453c2dd10f10a6

Observation c4deff6c-b3db-46a0-9939-3bdab8c16075 · outbound

This paper cites Pycomm: Malicious com- mands detection model for python scripts.J.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Pycomm: Malicious com- mands detection model for python scripts.J

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:13.129418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.824055Z digest=sha256:99e013ed3a7d951adf92dc27847ead4735838db9e1693fb84506983076c88be2

Observation 33977044-6dec-40df-a5e0-384ff82c302b · outbound

This paper cites Fighting fire with fire: Continuous attack for adversarial android malware detection.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Fighting fire with fire: Continuous attack for adversarial android malware detection

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:13.156170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.817862Z digest=sha256:600e12c6e386900137fb1e50e1b6827b8bea5f6e5a10228f9f84cf6bad21c204

Observation f75b0127-49a6-42a7-9239-376ad03b41a1 · outbound

This paper cites is_malicious.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem is_malicious

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:13.064965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.855879Z digest=sha256:004c851c0c8634b7def47aeb285d4ac5d09ab38b5ee9d24e9ff00c9993a9ce35

Observation d82bcd71-74fc-49cd-b100-76307fa342de · outbound

This paper cites Large language model for vulnerability detection and repair: Literature review and the road ahead.ACM Trans.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Large language model for vulnerability detection and repair: Literature review and the road ahead.ACM Trans

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:24:13.094475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.834217Z digest=sha256:c3140599df605c2bb4b1c031069a4e9713f03020ba8932b0adddbbf7922dd2ee

Observation 111e5296-2689-478b-8072-fe3377b9b2f9 · outbound

This paper cites an unresolved cited work.

MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem Unresolved cited work

Reference 2024

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:24:13.944389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T00:24:12.389480Z digest=sha256:c69650ae0dc8bdd2f54de321ffe91879c24f7d92cb973cd10ecc5e47e2d53c59

Pith citing papers

Observation 2284d011-57a0-4c66-b0ca-3682e71358dc · inbound

An Evaluation of Large Language Models for Detection of Malicious Python Packages cites this paper.

An Evaluation of Large Language Models for Detection of Malicious Python Packages MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-02T22:38:52.471378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:38:52.471378Z digest=sha256:2783472479384117b52020e57caf7048d8ffc07a258a7d31da33777c4a44496b

Observation 0cf8a0db-1518-4c36-9b7b-9c5419d9a3de · inbound

PyFEX: Uncovering Evasive Python-based Threats via Resilient and Exhaustive Path Exploration cites this paper.

PyFEX: Uncovering Evasive Python-based Threats via Resilient and Exhaustive Path Exploration MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-07-01T23:46:23.998251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-28T13:58:17.161021Z digest=sha256:742cc7f5a5aac45deefffa5a2ba2dd9f7785a664f89b77ddd927a88b59048533

Observation 9c92b531-197a-482c-a465-ba8cc7bdc27f · inbound

LLM-Enhanced Hierarchical Heterogeneous Graph Representation Learning for Malicious Python Package Detection cites this paper.

LLM-Enhanced Hierarchical Heterogeneous Graph Representation Learning for Malicious Python Package Detection MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem

Reference 21

Resolution
unresolved
no resolver link, observed 2026-07-12T03:06:24.801039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T03:06:24.801039Z digest=sha256:3daf92d8e2c83e0ae7e16d02cbe2fdf30d00ae36295351694b796bc963e49fd9

Observation 3eea3c6b-5ff7-46c6-a01b-544b016434eb · inbound

MalTotal: Cost-Effective and Language-Agnostic Malicious Code Poisoning Detection for Millions of Repositories cites this paper.

MalTotal: Cost-Effective and Language-Agnostic Malicious Code Poisoning Detection for Millions of Repositories MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-05T23:03:24.701963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:03:24.701963Z digest=sha256:a9b702a9a31d773c739114663920ad861e49804af9a4c6293095e9a6f7bd3227