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Paper Citation Record · LEDGER

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats

As of 8 August 2026, this Paper Citation Record lists 69 of 69 outbound references and 0 inbound Pith citation observations for arXiv:2607.24552.

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

pith.paper-citation-record.v1
2607.24552 v1

Coverage vector

measured 69 of 69 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T11:52:39.138239Z

measured 69 of 69 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

69 of 69 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved69
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9b05ba9b-e365-41d0-9162-5a32d5495b2a · outbound

This paper cites 2026.The Broken Physics of Remediation.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats 2026.The Broken Physics of Remediation

Reference 1

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no resolver link, observed 2026-07-31T11:52:38.801289Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.801289Z digest=sha256:a8708f203beaa3b6728bfd20e1c730dd4c35d4cad28677d5c2319ee0035c60df

Observation 33a3ecbf-9a90-4304-8afa-814fad250782 · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 2

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.806972Z digest=sha256:aee2bb904c168e95b729e556ae1ce07f303a9a5903367b71509b5ac93c3706c1

Observation 279d0914-5efc-4bb8-a8e5-c5b97fb495bc · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 3

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no resolver link, observed 2026-07-31T11:52:38.811768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.811768Z digest=sha256:881ded590547ba018e505700277473e8a4aee26d5352ea5158ad6743af106b47

Observation 8a5994c2-80a5-460d-adc9-c46cc9fd37db · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 4

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.816497Z digest=sha256:7419b0278df9ea0885b881ac81202deda188f3b3621f5ec0d02b3849844900c1

Observation 253375dd-a4ad-4427-8163-85bff26ee6ea · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 5

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no resolver link, observed 2026-07-31T11:52:38.821117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.821117Z digest=sha256:957fd0e12eb9cdb95a9f5a385f75cd21872c8e77036e6d5c260d82467a437a7f

Observation 6259fb45-5822-4922-940b-d683c5548267 · outbound

This paper cites Evaluation of Reinforcement Learning for Autonomous Penetration Testing using A3C, Q-learning and DQN.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Evaluation of Reinforcement Learning for Autonomous Penetration Testing using A3C, Q-learning and DQN

Reference 6

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no resolver link, observed 2026-07-31T11:52:38.825692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.825692Z digest=sha256:e48a2ac9f93c97bf5df0ab31869ccb5358ea21f0dbfcc6090eaab9e70e670b4d

Observation dab47763-7db9-4b2f-a9da-b40bfb9e5005 · outbound

This paper cites 2017.A Growing Risk Ignored: Critical Updates.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats 2017.A Growing Risk Ignored: Critical Updates

Reference 7

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no resolver link, observed 2026-07-31T11:52:38.831383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.831383Z digest=sha256:9799b7ac907c21989e999f570c9637501d341a4e0f928d1d1bb9c709ec8a1662

Observation b8ab7f4d-e782-4821-b7e1-feb9f29f4857 · outbound

This paper cites Brooks and Philip A.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Brooks and Philip A

Reference 8

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no resolver link, observed 2026-07-31T11:52:38.835689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.835689Z digest=sha256:5abc26de091e39aefdbe52c38f02a708032afd94d98e3d30c959896e2083ce84

Observation fecc7b14-b390-4e74-9bb5-f202c67aa3e9 · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 9

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no resolver link, observed 2026-07-31T11:52:38.840285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.840285Z digest=sha256:2dc91469f44e4d797779742cb394aa807bb08c614ace152a512bf03761bc6b8d

Observation 60f8da3a-ca07-4c3b-9669-0918aa19f0b6 · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 10

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no resolver link, observed 2026-07-31T11:52:38.844493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.844493Z digest=sha256:4ad8606ee0aecbf7b07541e5adabcdd7edcbe64200b89fc15a1c0e0be8608b7f

Observation ba9f3a85-b162-4c20-b21e-2b6693ab528f · outbound

This paper cites 2023.Prioritization to Prediction, Vol.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats 2023.Prioritization to Prediction, Vol

Reference 11

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source=pdf_text observed=2026-07-31T11:52:38.848922Z digest=sha256:43d578ebe50c5f27309e8fe2730321c6a1314de113bb7372702a9f459f82358d

Observation 1bc12a44-97cc-44a9-af31-52c1d913941b · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 12

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no resolver link, observed 2026-07-31T11:52:38.854170Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.854170Z digest=sha256:b662a99b82959ffb435084bd0abc6f14435526817d59adf9220eeb0d9b3277ce

Observation e8a57a1d-e576-4399-8939-cb4ce669a91a · outbound

This paper cites 2024.Spotlight Report 2024: Ransomware Through the Lens of Threat and Vulnerability Management.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats 2024.Spotlight Report 2024: Ransomware Through the Lens of Threat and Vulnerability Management

Reference 13

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no resolver link, observed 2026-07-31T11:52:38.858837Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.858837Z digest=sha256:f32c971d45bb2165ab6ccf13830ea4b85a595326212069c8d74f6ffe58944142

Observation bcb69c61-3e44-4e0b-907a-c56780b4752b · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 14

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no resolver link, observed 2026-07-31T11:52:38.863442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.863442Z digest=sha256:8dea213ee30982667f891ef858f834ae2f34400f5524200be459b2233f08fccb

Observation 780d5c38-6c59-4274-8521-4967defe120d · outbound

This paper cites 2024.A Global View of the CISA KEV Catalog: Prevalence and Remediation.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats 2024.A Global View of the CISA KEV Catalog: Prevalence and Remediation

Reference 15

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no resolver link, observed 2026-07-31T11:52:38.868338Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.868338Z digest=sha256:21070f980b0070f4ba2ef1d66da17578f3dfbea4ddc539d845e0852731de65c1

Observation 77659ce7-8ab7-4e97-bb3f-809237038439 · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 16

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no resolver link, observed 2026-07-31T11:52:38.873093Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.873093Z digest=sha256:f610091dfb1207a71a450d3dd4718fc7e5919aae00bb56b075bbcac41f8312b0

Observation 471b3939-1ef9-4a60-825f-51b216727951 · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 17

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no resolver link, observed 2026-07-31T11:52:38.878128Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.878128Z digest=sha256:ff9ed7f840ebd92dbb37c7667914b2e6a85e5ceeca7dbf4a4ca21082d1205bb0

Observation d3f47511-0c9b-4358-860e-317b8b168016 · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 18

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no resolver link, observed 2026-07-31T11:52:38.883274Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.883274Z digest=sha256:6112dfd396ce2db3e01a3100c4a55534153d70f424cb301dc4e436c6d8e1c375

Observation 941a62fb-1a01-41ac-a7d1-bf061878e34b · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 19

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no resolver link, observed 2026-07-31T11:52:38.888449Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.888449Z digest=sha256:4aaa8bba402812c0d651ab5c5daa84d144d0998be929e034e8409d8af4e21947

Observation 3f0bd658-1e96-4ceb-844d-79c77872f7d2 · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 20

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no resolver link, observed 2026-07-31T11:52:38.894744Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.894744Z digest=sha256:11587476cf1be820d61d12924be5b56eed13407fb0c80f9505a87a34b2600209

Observation cbc7ef28-1ead-41c2-b7dd-358d8ec5d48f · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 21

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no resolver link, observed 2026-07-31T11:52:38.900349Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.900349Z digest=sha256:3d62693f70891b0e1a39149bc0e91b962fa100fcd7bafe61438369f56de2508f

Observation f1b289ae-4c92-4ced-8bba-4db53df47e23 · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 22

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no resolver link, observed 2026-07-31T11:52:38.905616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.905616Z digest=sha256:1568f4f8efd0b6e72a75357237248306cf7cccc3cdb3d63e5ce274d81027a064

Observation 3b2e9ee0-228e-4617-a5b3-1072555dff53 · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 23

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no resolver link, observed 2026-07-31T11:52:38.911289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.911289Z digest=sha256:968da75a2d5197942fa6bf2950b2dcf6144ebfbd9a1bfc11dd1b652c3348cc0f

Observation 0845d361-0ebb-4d23-a92c-ec21b3f9f8ed · outbound

This paper cites 2026.Mid-Year Vulnerability Forecast 2026.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats 2026.Mid-Year Vulnerability Forecast 2026

Reference 24

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no resolver link, observed 2026-07-31T11:52:38.916713Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.916713Z digest=sha256:7510bcbe3b2aeef5b4e0df96b5768d07234a2464f52682d617b9778ea1d0c5a3

Observation c6d49385-0d4e-454f-8393-e9b6b2d75249 · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 25

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no resolver link, observed 2026-07-31T11:52:38.921449Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.921449Z digest=sha256:a1d9a7b9a461735bceec329797ef5cb201699188aac90fad2004759d32f24723

Observation 41eaa1ea-fad3-4e29-8f57-699008215535 · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 26

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no resolver link, observed 2026-07-31T11:52:38.926830Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.926830Z digest=sha256:831213e6787bb4ee8f5d28d6a3bb365108a8c61a5cd5345b62c2389b3890bb6a

Observation 0a3f4638-d2c9-4945-8bb0-e3471f800e35 · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 27

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no resolver link, observed 2026-07-31T11:52:38.933209Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.933209Z digest=sha256:1e60c263c5ba7c0ae542525c4f96533abd24acd516e620e74b6f314710415705

Observation 42828fdb-84a6-4019-ba00-7348457a7aa2 · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 28

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no resolver link, observed 2026-07-31T11:52:38.938468Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.938468Z digest=sha256:98e1fef8133d0a24db0184edcf6eeaf8be878ccee8881cf770e7a8634fac93cd

Observation 6af8173e-1fcb-4c75-92e3-eb9d6e124044 · outbound

This paper cites 2024.Patterns and Targets for Ransomware Exploitation of Vulnerabilities: 2017–2023.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats 2024.Patterns and Targets for Ransomware Exploitation of Vulnerabilities: 2017–2023

Reference 29

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no resolver link, observed 2026-07-31T11:52:38.943675Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.943675Z digest=sha256:cad636c743ce3cf016ed270145260dad29a2a1be73dd83e85e2fa600ccdc0d0c

Observation 03a81162-1e72-4202-833c-ef9ed3495aec · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 30

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no resolver link, observed 2026-07-31T11:52:38.950360Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.950360Z digest=sha256:02872c4ff69403ca22009c1c28f2bbfe322a7d0315ef3596eac8977c47a95161

Observation 8c576dcb-f79f-4205-a6b5-48d99bfd0c53 · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 31

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no resolver link, observed 2026-07-31T11:52:38.956763Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.956763Z digest=sha256:9d0471eab67106f8ac32bb0d700252d6e06738240bbd021ae99975020e6c794a

Observation 79857fec-2117-4ad3-b53b-f05018316b63 · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 32

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no resolver link, observed 2026-07-31T11:52:38.961634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.961634Z digest=sha256:6b49ef49ab356d0604f6c094d9a38c2cd506eabec154a9bf472079243df32192

Observation 56931eea-32a4-4ffc-8fde-1a6b002f0825 · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 33

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no resolver link, observed 2026-07-31T11:52:38.966644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.966644Z digest=sha256:19f82099d027851e896e0d0b0f89ce96a055c4a4c90715814960c7fb304a26ce

Observation e4e9206f-fbd0-4b58-bc2a-5eb577c401ac · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 34

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no resolver link, observed 2026-07-31T11:52:38.972042Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.972042Z digest=sha256:f9192c4f21cd9f793a9e7730d2e80d001a1a399ff5dc8af377310dcffa56acbb

Observation b8943c0c-7e70-46ff-8cef-7d810d032123 · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 35

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no resolver link, observed 2026-07-31T11:52:38.977190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.977190Z digest=sha256:ebf0653cd6441d53854a8d027b165f46f25f91238509f64d708f06c4176ed546

Observation 2cc27ad2-bf8c-4cba-ab56-2ae2c63151b7 · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 36

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no resolver link, observed 2026-07-31T11:52:38.982987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.982987Z digest=sha256:fb551d055b71f7053cf488e5dc6799b89d980a85ecceb7d87cb3c23aa43c089d

Observation 28e318f2-93c4-48dd-9754-3fc5007aa106 · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 37

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no resolver link, observed 2026-07-31T11:52:38.987750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.987750Z digest=sha256:ee67d42c2d6bd3ea0c31fd2333094bf263af629a42ac50b06a8de024db8287d0

Observation 48458821-c08c-46aa-8401-f0306098f87c · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 38

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no resolver link, observed 2026-07-31T11:52:38.992254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.992254Z digest=sha256:3a8b58fe20561d6396dd42477dc1ee393489c0d833cbf3a7e9f8027a2b84ed4f

Observation a2c04814-ccf5-4b0d-b1c7-585a5ce87657 · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 39

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no resolver link, observed 2026-07-31T11:52:38.997659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:38.997659Z digest=sha256:82cb625a1188c545e9bb45c5f3b6d0803c234873034fd0eb464f4bf7812541b4

Observation e60db8e3-5439-4b25-89b9-fb02d0ece863 · outbound

This paper cites Playing Atari with Deep Reinforcement Learning.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Playing Atari with Deep Reinforcement Learning

Reference 40

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no resolver link, observed 2026-07-31T11:52:39.002803Z

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source=pdf_text observed=2026-07-31T11:52:39.002803Z digest=sha256:1a06cec5f67d71fa05e9aaaa90dc560eb5837c96f9806d4848b9bac695258649

Observation 41aa0a09-1fce-437f-ab50-4109cbf46bac · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 41

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source=pdf_text observed=2026-07-31T11:52:39.008214Z digest=sha256:2a03626f5e0d1b8004f3d9073978e76e6aee3f78f6563a0ab11bc25ce9d33bdc

Observation 88c59538-7cca-4694-9c8e-fbb6ba1c43b3 · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 42

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source=pdf_text observed=2026-07-31T11:52:39.012938Z digest=sha256:57241f9b2a620d2668370980bc1452ea85317fc23289864380852e07fe663bde

Observation 2d0af717-c22a-4fbf-bd97-952b81ba0809 · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 43

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Source-reported events for the cited work

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source=pdf_text observed=2026-07-31T11:52:39.017835Z digest=sha256:320d0b39a68827f2822f1f366d1d81bfde4278dcc525c86693affc9f80b738c2

Observation 3317d47a-9e50-4b6a-bf97-6c5a08c3efe4 · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 44

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no resolver link, observed 2026-07-31T11:52:39.022677Z

Source-reported events for the cited work

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source=pdf_text observed=2026-07-31T11:52:39.022677Z digest=sha256:87f14ef52b6a93e200874036076b14dcc50fb1ef0ef0338b5bd438b42ec73924

Observation 34a33ad0-7690-43b2-bff5-5dd8b8d4d067 · outbound

This paper cites 2024.The NIST Cybersecurity Framework (CSF) 2.0.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats 2024.The NIST Cybersecurity Framework (CSF) 2.0

Reference 45

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no resolver link, observed 2026-07-31T11:52:39.026996Z

Source-reported events for the cited work

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source=pdf_text observed=2026-07-31T11:52:39.026996Z digest=sha256:e9909a26665216341e37c12324ac47782f3cac88d2b4e785e424f6c3402681c0

Observation 47c24e2d-98f6-4003-860f-8556e205f4d4 · outbound

This paper cites To Patch or Not to Patch: Motivations, Challenges, and Implications for Cybersecurity.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats To Patch or Not to Patch: Motivations, Challenges, and Implications for Cybersecurity

Reference 46

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no resolver link, observed 2026-07-31T11:52:39.031384Z

Source-reported events for the cited work

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source=pdf_text observed=2026-07-31T11:52:39.031384Z digest=sha256:258b889406d4840024c8d046df3f70a483c2a9da973551f185dedbb8b321c898

Observation a5ef7d64-29d0-4fa2-bd9b-983d10111d1b · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 47

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no resolver link, observed 2026-07-31T11:52:39.036620Z

Source-reported events for the cited work

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source=pdf_text observed=2026-07-31T11:52:39.036620Z digest=sha256:a523a700694d8de33b260f69b0d3a267edda184fbc3c42e3afa8b8ae39668d32

Observation 5ce97e0a-103b-476e-becc-cea39fd33977 · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 48

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no resolver link, observed 2026-07-31T11:52:39.040722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:39.040722Z digest=sha256:05bb596524459742ed7f72216f2a271f6e9c0ac3552a2ea4ddf2998e5a1e2293

Observation b555401e-bb97-41bb-8ed8-8c2676c56078 · outbound

This paper cites 2019.Costs and Consequences of Gaps in Vulnerability Response.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats 2019.Costs and Consequences of Gaps in Vulnerability Response

Reference 49

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no resolver link, observed 2026-07-31T11:52:39.045413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:39.045413Z digest=sha256:149e9796baff141777d2deaa272c26c3f98110fe1de62ee03e05f14c14660a50

Observation 2eb76f7f-588a-4aab-a1e0-fa646b7fb23b · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 50

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source=pdf_text observed=2026-07-31T11:52:39.050196Z digest=sha256:4abd78a6789ad1f0c782541a4a7aa732c23f4929c062da9128bf88d98bfee840

Observation 7be2cd1e-1cfc-46e2-9650-05c13ea2992c · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 51

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no resolver link, observed 2026-07-31T11:52:39.054999Z

Source-reported events for the cited work

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source=pdf_text observed=2026-07-31T11:52:39.054999Z digest=sha256:98a5d09c058711257efc7af935e9d7dd75abe773312ab25fe18ebae4bbe07213

Observation 9e730cff-c96e-4935-8878-da66b1ee87c7 · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 52

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no resolver link, observed 2026-07-31T11:52:39.059552Z

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source=pdf_text observed=2026-07-31T11:52:39.059552Z digest=sha256:dc520fed746ebf7f35dfcf36f76ec32c9eb82ea33f2b9c9ee70b1cb50523996b

Observation 1a145bed-72b9-42ea-aba9-c9f25a7663bf · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 53

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no resolver link, observed 2026-07-31T11:52:39.063989Z

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source=pdf_text observed=2026-07-31T11:52:39.063989Z digest=sha256:80ec076796e71f43c5a5a906d416883bd1a1f734074ab259adaf9afd0c06640b

Observation d66c4352-dd58-452c-ab57-426c5cf6820a · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 54

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no resolver link, observed 2026-07-31T11:52:39.068450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:39.068450Z digest=sha256:b4ebdbb5a3eded668f0774f085b3f7579a92dc1c39e7a8eed92cdfb5b63dee5c

Observation a5e22f6a-ca5c-4d82-a11b-a1dc7ef8e77a · outbound

This paper cites Autonomous Penetration Testing using Reinforcement Learning.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Autonomous Penetration Testing using Reinforcement Learning

Reference 55

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no resolver link, observed 2026-07-31T11:52:39.072784Z

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source=pdf_text observed=2026-07-31T11:52:39.072784Z digest=sha256:214cc3c6d6245c2e6919c74a1bd29d570f346ce476138c7e760c652f4a4e7000

Observation 5b1bc7c3-f298-4825-bf60-043bd1942fd3 · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 56

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no resolver link, observed 2026-07-31T11:52:39.077705Z

Source-reported events for the cited work

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source=pdf_text observed=2026-07-31T11:52:39.077705Z digest=sha256:ccf28bc0468a107098ea2b0cc68008f90ed29af78a9e139e92ff9fdb66baa6b8

Observation e437f5da-89b3-4593-8413-5cf0d464dd22 · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 57

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no resolver link, observed 2026-07-31T11:52:39.082078Z

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source=pdf_text observed=2026-07-31T11:52:39.082078Z digest=sha256:a98c3d0773369aaa1e7a0e819054a86ff8795c69d60ea391910e8f8560920ba3

Observation b8e84e18-699a-4ee0-b7eb-37aef94b5710 · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 58

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source=pdf_text observed=2026-07-31T11:52:39.086845Z digest=sha256:daf8341da26e845377d0bfd2012e2a3e4df3b03960175240612efd84170c1eaa

Observation 47bbd728-87de-4008-9462-f4bb0034b903 · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 59

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no resolver link, observed 2026-07-31T11:52:39.091119Z

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source=pdf_text observed=2026-07-31T11:52:39.091119Z digest=sha256:4df8861567185cce7d5f53ae6d3ec3cee737294c8dbef668d8e4959a2cae6027

Observation 541ed268-1501-4076-9bd3-68691005323a · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 60

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no resolver link, observed 2026-07-31T11:52:39.096008Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:39.096008Z digest=sha256:5c46f92a250a37b9acbe503b158e3064e0de66224661a8a5c876eb9485f46784

Observation 6f09e710-cb94-466a-a9ab-7d318efe4906 · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 61

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no resolver link, observed 2026-07-31T11:52:39.100407Z

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source=pdf_text observed=2026-07-31T11:52:39.100407Z digest=sha256:25a67d99094a8c71106dd362999847666ff6d7abade37f031a06ea25bfa037f4

Observation 2cfb6aa5-de96-4a5a-be86-cc319a10f1ca · outbound

This paper cites 2022.Guide to Enterprise Patch Management Planning: Preventive Maintenance for Technology.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats 2022.Guide to Enterprise Patch Management Planning: Preventive Maintenance for Technology

Reference 62

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no resolver link, observed 2026-07-31T11:52:39.104775Z

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source=pdf_text observed=2026-07-31T11:52:39.104775Z digest=sha256:25dcf33510f27986f32c3ff24f9687d3aeb43af80a5fb187e9f76f0612b9ae85

Observation 185316ef-5b80-4af8-92f4-86f200224495 · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 63

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no resolver link, observed 2026-07-31T11:52:39.109278Z

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source=pdf_text observed=2026-07-31T11:52:39.109278Z digest=sha256:d15b576c86bcfe7912427b7f34ba2f69e53a8d08c687b808864c354ae90e8002

Observation 8b0c26f9-019f-4828-aaaa-6db351ff5520 · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 64

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no resolver link, observed 2026-07-31T11:52:39.113590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:39.113590Z digest=sha256:bc3e022d82fab53f4b167878c657f542d92905a76a2916a99effe1ad7d4f5955

Observation b1fbfb01-309f-4838-b6a7-d83d474c270e · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 65

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unresolved
no resolver link, observed 2026-07-31T11:52:39.118184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:39.118184Z digest=sha256:eef5a0b78bad24018e7698465f8a340ac4f3d8c8926ffac5362e9df4c5a609da

Observation d66764ad-ed39-4881-9411-b6675933d62d · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 66

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unresolved
no resolver link, observed 2026-07-31T11:52:39.122783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:39.122783Z digest=sha256:c86c66297938fe0bbdd1294a5b0587e92fda525bedc49f1a0c7316295313f375

Observation 89a68a46-994c-45b9-9af1-ec74d769e353 · outbound

This paper cites Learning Cyber Defence Tactics from Scratch with Multi-Agent Reinforcement Learning.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Learning Cyber Defence Tactics from Scratch with Multi-Agent Reinforcement Learning

Reference 67

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unresolved
no resolver link, observed 2026-07-31T11:52:39.127668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:39.127668Z digest=sha256:b730748ced1d4bff5e636452a41b3f7c2112840450b2718eabb5fee00d307005

Observation 25d26be6-0929-42f2-bb9b-e5b462870957 · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 68

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unresolved
no resolver link, observed 2026-07-31T11:52:39.133621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:39.133621Z digest=sha256:135be192476ac48bdf8d414f17f15961a7dfce729855829c09218eae23e212c4

Observation d1611322-cd6d-4605-92e0-46e9b89cb57b · outbound

This paper cites an unresolved cited work.

VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Unresolved cited work

Reference 69

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unresolved
no resolver link, observed 2026-07-31T11:52:39.138239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:52:39.138239Z digest=sha256:d38515f5f2a12df178ba7d6422ec8375d803f995fd2cdd65f2c1b8768d1d3a5b

Pith citing papers

No inbound Pith citation observations are available.