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Paper Citation Record · LEDGER

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise

As of 7 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2506.01848.

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

pith.paper-citation-record.v1
2506.01848 v2

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:37:00.689824Z

measured 55 of 55 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

55 of 55 outbound references displayed

  • verified exact2
  • verified fuzzy43
  • unresolved8
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 473e715d-d556-4f18-97f3-78c954907473 · outbound

This paper cites Descriptive analytics: Examining expert hackers in web forums.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Descriptive analytics: Examining expert hackers in web forums

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.353098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:36:59.047100Z digest=sha256:3929a38b9097eaf1d80bae735a69959430295bf62896f5f86b62e3548622da47

Observation d10359ad-c9a6-45d4-a7ab-269712cc2d8c · outbound

This paper cites Comparison between louvain and leiden algorithm for network structure: A review.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Comparison between louvain and leiden algorithm for network structure: A review

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.345770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:36:59.087488Z digest=sha256:e79260210731bb9ba69a55bf7b28a890b741dff5a25517a7e00e3257ffb29371

Observation 6a381e6a-6141-4582-9d7a-1467b3c8c0d5 · outbound

This paper cites Bartol and Anne M.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Bartol and Anne M

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.338264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:36:59.169400Z digest=sha256:66d935d68d51ec41e73f396962488f346218b0251adf8a8ba751ff1ca982220c

Observation 7e4f41f9-90c4-47fe-9d33-a6c54714a351 · outbound

This paper cites Securing cyberspace: Identifying key actors in hacker communities.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Securing cyberspace: Identifying key actors in hacker communities

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.331024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:36:59.241453Z digest=sha256:e68b8491afd9bc7624705e9220764aa782a62aff77f5ac3c608a64048ff1d6f1

Observation 30678df9-2943-40fb-a22f-3488e2559eb2 · outbound

This paper cites Professionals or amateurs? revisiting the notion of professional crime in the context of cannabis cultivation.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Professionals or amateurs? revisiting the notion of professional crime in the context of cannabis cultivation

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.323892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:36:59.326380Z digest=sha256:524a6f16fffc38965e66ca5fc8fb4a0b2eb3b24600b9c1c1f9fdb235d04d88f3

Observation 84eeb0e4-dc9a-4663-9087-5c7d888aa01a · outbound

This paper cites an unresolved cited work.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:37:01.316518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:36:59.401960Z digest=sha256:ee2cc24ee7cad2de7d8ed88ae5835f2aa647513efa53045affdfe912c8433456

Observation 86637813-c088-4639-9b29-d71398433fe1 · outbound

This paper cites Commu- nities in criminal networks: A case study.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Commu- nities in criminal networks: A case study

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.309158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:36:59.486831Z digest=sha256:9e5bb66f3f2b795ae085ad6d28c73cc76af5691a8ad3a3178d69f4028a6e0cf6

Observation ec5de0f6-6e9c-4b16-8623-0cca73de3204 · outbound

This paper cites Two approaches to the study of experts’ characteristics.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Two approaches to the study of experts’ characteristics

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.301982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:36:59.552243Z digest=sha256:5efa01344a134f10a0fb6800551f0a6a78aabe8d7a6b9fd2f07a0ba912470af7

Observation 5d6ef109-76fa-4e7e-8745-8ed670145469 · outbound

This paper cites Cybercrime is (often) boring: Infrastructure and alienation in a deviant subculture.The British Journal of Criminology, 61(5):1407–1423, 2021.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Cybercrime is (often) boring: Infrastructure and alienation in a deviant subculture.The British Journal of Criminology, 61(5):1407–1423, 2021

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.294699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:36:59.573107Z digest=sha256:c079c732350a69e5cc61cc581a6acb1a4a05950171c341f32763613d713307fd

Observation 1db145ba-8559-44f6-a57c-d703136bb53c · outbound

This paper cites The social network of hackers.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise The social network of hackers

Reference 10

Resolution
verified exact
raw_fallback, observed 2026-08-07T11:37:00.980970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:36:59.676537Z digest=sha256:7259a2d82f66818fa56a790a2e35d94e41660f9cf6104e11d059b78b5c2a634f

Observation 1686ca21-4424-4169-80ea-4df0b0a467ca · outbound

This paper cites Eck and D.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Eck and D

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.286692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:36:59.777734Z digest=sha256:091dd15bb12bdf807eb11bab49d72b7148612f419ef7ee10cebf4c8a9db7ff6c

Observation baf7c3f2-1d03-4df5-831e-c37c3a57e8a2 · outbound

This paper cites ERICSSON EXPERTISE.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise ERICSSON EXPERTISE

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.279316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.054003Z digest=sha256:3a8bc4d55db362dad9eb491b877af34e6fbb48e75fcb838b17089651579d2b7a

Observation c7b70460-7521-408e-9571-6cb0d2109493 · outbound

This paper cites Anders Ericsson.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Anders Ericsson

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.272002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.176033Z digest=sha256:519f304d8f7f6c701f952e69c5e18befde44cc3110fd9b0820bbc2864e37cb54

Observation 51e017db-5050-42a1-8294-2042155f6021 · outbound

This paper cites Exploring key hackers and cybersecurity threats in chinese hacker communities.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Exploring key hackers and cybersecurity threats in chinese hacker communities

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.264966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.297924Z digest=sha256:eaf7df590e45925a7d0bf8aa50a0d215b6cc78641a8e898882e026bd0339ebdc

Observation f08ce6a7-fe9e-4329-83a4-70908e8302c5 · outbound

This paper cites The global risks report 2023 18th edition.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise The global risks report 2023 18th edition

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.257272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.418601Z digest=sha256:f3096f6ca72f4b7e0562351e5ce0bc2e8a398fec65b9486ce9bb75c56881cb21

Observation fedb6018-5b6f-4988-b773-eb3e90cee4a1 · outbound

This paper cites The challenge of cyber attack deterrence.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise The challenge of cyber attack deterrence

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.249750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.452856Z digest=sha256:a9edce286f1668fb76cac9a96d6b55ea8bd2bb3dc75e67c4b9ec6e64364f0053

Observation 0857e8bb-f1b8-4b5d-a694-1cc99e9d3b93 · outbound

This paper cites Iden- tifying mobile malware and key threat actors in online hacker forums for proactive cyber threat intelligence.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Iden- tifying mobile malware and key threat actors in online hacker forums for proactive cyber threat intelligence

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.242165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.593430Z digest=sha256:d124358ec25512973d16a6cb24453be347927c59913d8dd3f52d0548c03714b1

Observation fcf364c7-c9c3-48a6-91de-9a65727f1ab2 · outbound

This paper cites Professional crime: Change, continuity and the enduring myth of the underworld.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Professional crime: Change, continuity and the enduring myth of the underworld

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.234576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.600094Z digest=sha256:1f9b9a6ce759b8c96cd2346b4d87928123541b9ea2a5788b0de3530d57d8ed1f

Observation 991b4368-1186-4c63-9b83-d6574da59acb · outbound

This paper cites an unresolved cited work.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:37:01.227155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.602429Z digest=sha256:3f7a5b77ca6951fe50f4241529d5244a630a38385be634b182bb58948ecff23d

Observation e374fded-db47-46ee-99a3-3329669bbf5a · outbound

This paper cites Hoffman, Nigel R.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Hoffman, Nigel R

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.220045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.604925Z digest=sha256:bc65d4b6847c9f2687c6ae65ad02189a7d003056ee6f1846600893d9eb7076f1

Observation dcb11a31-2b17-4749-a30c-086cc057a5c7 · outbound

This paper cites an unresolved cited work.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Unresolved cited work

Reference 21

Resolution
verified exact
doi, observed 2026-08-07T11:37:00.715573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.607638Z digest=sha256:7a1bb0458b65add91c748c84b4ee2533f55137c8eb22e646de27600a4de40042

Observation 2d74be97-a513-4e3f-b145-54fbfe3dc801 · outbound

This paper cites Holt and Max Kilger.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Holt and Max Kilger

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.212627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.610057Z digest=sha256:efa80c784f3fe4d8be693815e1fe9a0f5e3296854d6ac9571e475f82ee157e78

Observation 8f50535d-a340-4be2-aeef-567a6a2a5bb8 · outbound

This paper cites an unresolved cited work.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:37:01.205499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.612317Z digest=sha256:38d3944060270febe73b1f8987b7bcdbdf7e442707a1dd1ec10fc35ac2ab4ed0

Observation 2e0ca6db-0c80-49d0-800e-28e310366897 · outbound

This paper cites HackerRank: Identifying key hackers in underground forums.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise HackerRank: Identifying key hackers in underground forums

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.198439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.614671Z digest=sha256:baba1936bb002a89a32ae9ad0691d9e507ae9ceb2fe73fb5e22c5d9c0da14896

Observation aadc36a1-0169-4d54-af2f-3e60c56bc371 · outbound

This paper cites Digital drift and the evolution of a large cybercrime forum.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Digital drift and the evolution of a large cybercrime forum

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.191011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.617479Z digest=sha256:2a8c78615682c0a0b4558946d68a96c4b0cbf358d488c78c835b7cd6e9c4af14

Observation 8f4dcc04-6676-4805-ad54-e0b7256f4f35 · outbound

This paper cites an unresolved cited work.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:37:01.183672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.619915Z digest=sha256:8d64d572fbae01cc3e17e2ad8eb0d46778c047b91add96ade9d5a8bafcc41884

Observation 8ee0f06f-9382-4cd6-bd85-a8c5308b5208 · outbound

This paper cites Identifying proficient cyber- criminals through text and network analysis.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Identifying proficient cyber- criminals through text and network analysis

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.176091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.622152Z digest=sha256:a972b24fec8914d89ced0c002ab052a597ed49f369a4596bc9b862abac99c819

Observation 4c6ffcb8-ae79-4ae7-ab43-e09d9f74004f · outbound

This paper cites SAGE Publications.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise SAGE Publications

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.168477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.624889Z digest=sha256:958e3a904745596b8fea7e7a1ff27d63f94c536d47286368db6200865c485dec

Observation 611d9b7b-7ecf-4e7a-8dd3-b60bdc06a72e · outbound

This paper cites Community finding of malware and exploit vendors on darkweb marketplaces.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Community finding of malware and exploit vendors on darkweb marketplaces

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.161468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.627153Z digest=sha256:3c81e0eba404e2c7f6e26d72109682fe9347de7ec599716b6932dd3ea8fbb8cf

Observation ee63dd9b-b497-4422-8e06-ca004cf5dcfe · outbound

This paper cites Mining key- hackers on darkweb forums.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Mining key- hackers on darkweb forums

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.154051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.629588Z digest=sha256:2121d37a817518d65e06c7037ab2518d139c6bab0c56906d5f30f38485b33ee2

Observation 4c6d124f-2f8f-44d8-bfd2-50d8008789d9 · outbound

This paper cites V oelker.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise V oelker

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.147161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.632332Z digest=sha256:055c2522e62b1c85dead076d897c6cba0434ca993f908bbfe9983c4d279b0835

Observation 78d9a444-9562-4c5a-a03d-d5df76b636d1 · outbound

This paper cites Understanding expertise in burglars: From pre-conscious scanning to action and beyond.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Understanding expertise in burglars: From pre-conscious scanning to action and beyond

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.139904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.634871Z digest=sha256:36baddabc96d31d5c5a97b297ba351d2433ed7617853bec8ea2f3095ee606c8f

Observation fc41830f-3989-4cca-89c5-5524cfe76ff4 · outbound

This paper cites Review of expertise and its general implications for correctional psychology and criminology.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Review of expertise and its general implications for correctional psychology and criminology

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.131903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.637129Z digest=sha256:e0941b974ef6cf07067a895c5f62f3723ff915fa1d6bf7921ca6a8f9354528f1

Observation 0ed80531-f5a5-4a08-adc3-2e7a4661f6ab · outbound

This paper cites an unresolved cited work.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:37:01.124563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.639540Z digest=sha256:0bfcf1236136b544c0610737417bf091eb99b3b4d198fed65d97f111154f5695

Observation c463c11d-22de-4f5f-9914-f70ffe47c6ff · outbound

This paper cites A robust measure to uncover community brokerage in illicit networks.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise A robust measure to uncover community brokerage in illicit networks

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.117004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.642228Z digest=sha256:c41a1fcbc8d0d225dec7900cf8607ed840434a239c8994e94a9f2a9c5fbca64c

Observation ccbc21d1-a440-48ed-bfc8-c7b19a605777 · outbound

This paper cites On the motivations and challenges of affiliates involved in cybercrime.Trends in Organized Crime, pages 1–30, 2022.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise On the motivations and challenges of affiliates involved in cybercrime.Trends in Organized Crime, pages 1–30, 2022

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.109293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.644818Z digest=sha256:369a7b68b786466e38251ba2632f09d3e8979da51bdf2d8185c85b94020b5966

Observation 2a0b19aa-5a9f-4a92-a31d-b6bc1b837ca6 · outbound

This paper cites Entanglement: cybercrime connections of a public forum population.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Entanglement: cybercrime connections of a public forum population

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.101953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.647348Z digest=sha256:d7f77f8a22de30457247ece725688ac546e3a61cd18036249b83296f193a9501

Observation 627af20e-bcb7-4cb9-9031-46fb99cc581e · outbound

This paper cites The role of informal workers in online economic crime.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise The role of informal workers in online economic crime

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.094534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.649806Z digest=sha256:c1cd49b5ab437df5653557b1d29c5f7dab4496a3afffc9b66210110c7f048c07

Observation 2e6a12df-f494-45e6-bb77-4d0b3e4595f0 · outbound

This paper cites Using social network analysis to identify key hackers for keylogging tools in hacker forums.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Using social network analysis to identify key hackers for keylogging tools in hacker forums

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.087238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.652179Z digest=sha256:d5f3aa64080fd86c6ad43408d565f712cd0d2475934503e424e7df21971f97ef

Observation 8cde43c9-716d-4ed5-a472-14633d41a2a0 · outbound

This paper cites Nunamaker.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Nunamaker

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T11:37:00.654638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:37:00.654638Z digest=sha256:70b42bfb6304f0bb466ea7f38ca52a9a887bacfe0b5c7f0f087ea92c987482c5

Observation 1a754186-618a-4cf8-a90e-30a55e0d4910 · outbound

This paper cites Schaefer, Martin Bouchard, Jacob T.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Schaefer, Martin Bouchard, Jacob T

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.079903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.656949Z digest=sha256:02818c98414e42258adc7edce9a4c614091ce1f612df6bd46cc538d7eef25698

Observation 16c57a12-a97d-4bc5-85d8-397a3b30391f · outbound

This paper cites an unresolved cited work.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:37:01.072675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.659312Z digest=sha256:08f9bc7f0921441ae8ea4a73290b153bfa746ff6301e9d480837bb34bedc027d

Observation 7de5369d-bb53-49fe-aea8-0a3bc9e1f43f · outbound

This paper cites Skill in chess.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Skill in chess

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.065287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.661842Z digest=sha256:bb723da41c0db4502ef624b49f38bbf08803e983d75b1efe4dc6549b9a38568c

Observation 2c14a0dd-fccb-43f2-ae0d-daa70468d271 · outbound

This paper cites Sutherland.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Sutherland

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.057830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.664325Z digest=sha256:758b645c6483f862bbe6dc21d00f08dae78f1a749bdf33ccc88a4e102e285738

Observation f7c56688-25f6-4694-a7c9-4b7c48828f4f · outbound

This paper cites Criminal expertise and offender decision-making: An experimental analysis of how offenders and non-offenders differentially perceive social stimuli.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Criminal expertise and offender decision-making: An experimental analysis of how offenders and non-offenders differentially perceive social stimuli

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.050552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.666855Z digest=sha256:bd37c70c247b448024bd1140affb550e45064526f77ca7d760b933a5ac929541

Observation 85bc8fff-99e9-4f5e-875f-25fe85bd1b48 · outbound

This paper cites it takes skills to take a car.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise it takes skills to take a car

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.042944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.669578Z digest=sha256:21b2f709154d3a002b99b7cf4fa906bf29e949a002f228987d08d4de83c3dabd

Observation b04d8ca3-92af-43bf-9f83-d887ebd97076 · outbound

This paper cites an unresolved cited work.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:37:01.035036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.671992Z digest=sha256:8b8ce837427dc0863bf0515a76b88284a960a8afa7f950340a98c83e7c05957d

Observation 6afc67cb-d6d5-44a9-b96e-ec8a8100152c · outbound

This paper cites Expertise.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Expertise

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.027830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.674346Z digest=sha256:774ff7f9dda783c6a77b3c5b2b88e9ec692dace2a86ddef08ba0978998291128

Observation 7b59fa01-28e5-42c3-b414-f23151f39b21 · outbound

This paper cites Vicente and JoAnne H.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Vicente and JoAnne H

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.020281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.676668Z digest=sha256:4aba60e0b78478dd34d764e535bcbd1c98ccacb2f2cbea685326ce06fa7f22f1

Observation 573f6dcc-0eba-491c-a43f-bd57cac58aaf · outbound

This paper cites Vieraitis, Heith Copes, Zachary A.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Vieraitis, Heith Copes, Zachary A

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.012349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.679307Z digest=sha256:ea2fe102eb4aca3fd88b614c236f724575dde73182dfc37b9ce042687279705e

Observation 047ed76a-59ae-476b-b830-6729f013a375 · outbound

This paper cites Cambridge University Press.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Cambridge University Press

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:01.004447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.681806Z digest=sha256:1d3a575002cf10a95f4018ce70e9fd787d5365163b98ba3ef6b5c1ef8da35a1f

Observation bff6c6a4-2ac8-4888-9a5e-b277d36f828e · outbound

This paper cites an unresolved cited work.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Unresolved cited work

Reference 52

Resolution
malformed identifier
no resolver link, observed 2026-08-07T11:37:00.684524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:37:00.684524Z digest=sha256:db105d468989257168fe169825f671a3d8c1389c72f07cbc3275a626cbff7433

Observation c7f9e4c5-fe08-44f3-b1e7-fec44ea06d0e · outbound

This paper cites LOGIE, and SCOTT H.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise LOGIE, and SCOTT H

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:00.996736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.687477Z digest=sha256:832d8b048f0e31b9aa79d7377e57ea6bd74142d16b2d8e2df8abd71222ad3bfb

Observation d343657c-9219-40ce-b289-7c40f85378e6 · outbound

This paper cites Yue, and Michael Chau.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Yue, and Michael Chau

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:37:00.988953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:37:00.689824Z digest=sha256:f0b3625d158329a9de74bc67c039bb124d86b763023d23813c9a61c1f7825381

Observation ed904969-f7e6-4f8d-91d7-eca56b59ca4a · outbound

This paper cites an unresolved cited work.

Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise Unresolved cited work

Reference 622

Resolution
malformed identifier
doi_truncated, observed 2026-08-07T11:37:00.906238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:36:59.886340Z digest=sha256:2ef91f3fdf73634629f50775015c2273f822e6ea0551c80bb2f906fbdfd839ac

Pith citing papers

No inbound Pith citation observations are available.