{"id":"https://openalex.org/W7133323627","doi":"https://doi.org/10.48550/arxiv.2603.01624","title":"Assessing Crime Disclosure Patterns in a Large-Scale Cybercrime Forum","display_name":"Assessing Crime Disclosure Patterns in a Large-Scale Cybercrime Forum","publication_year":2026,"publication_date":"2026-03-02","ids":{"openalex":"https://openalex.org/W7133323627","doi":"https://doi.org/10.48550/arxiv.2603.01624"},"language":"en","primary_location":{"id":"pmh:oai:ris.utwente.nl:openaire_cris_publications/87b437be-906c-4abe-8526-27d8b355e5e0","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/87b437be-906c-4abe-8526-27d8b355e5e0","pdf_url":"https://ris.utwente.nl/ws/files/523890927/2603.01624v1.pdf","source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Hoheisel, R, Meurs, T, Wientjes, J, Junger, M, Abhishta, A & Paquet-Clouston, M 2026 'Assessing Crime Disclosure Patterns in a Large-Scale Cybercrime Forum' ArXiv.org. https://doi.org/10.48550/arXiv.2603.01624","raw_type":"info:eu-repo/semantics/preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ris.utwente.nl/ws/files/523890927/2603.01624v1.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049474157","display_name":"Raphael Hoheisel","orcid":"https://orcid.org/0000-0002-3621-425X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hoheisel, Raphael","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046498394","display_name":"Tom Meurs","orcid":"https://orcid.org/0000-0003-0963-5232"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Meurs, Tom","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114987768","display_name":"Jai Wientjes","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wientjes, Jai","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127885105","display_name":"Marianne Junger","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Junger, Marianne","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053272015","display_name":"Abhishta Abhishta","orcid":"https://orcid.org/0000-0001-7122-3103"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abhishta, Abhishta","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5012748638","display_name":"Masarah Paquet-Clouston","orcid":"https://orcid.org/0000-0001-8275-8445"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Paquet-Clouston, Masarah","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12519","display_name":"Cybercrime and Law Enforcement Studies","score":0.8108000159263611,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12519","display_name":"Cybercrime and Law Enforcement Studies","score":0.8108000159263611,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12380","display_name":"Authorship Attribution and Profiling","score":0.05290000140666962,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10574","display_name":"Crime Patterns and Interventions","score":0.03359999880194664,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cybercrime","display_name":"Cybercrime","score":0.909600019454956},{"id":"https://openalex.org/keywords/law-enforcement","display_name":"Law enforcement","score":0.5478000044822693},{"id":"https://openalex.org/keywords/enforcement","display_name":"Enforcement","score":0.5097000002861023},{"id":"https://openalex.org/keywords/suspect","display_name":"Suspect","score":0.44760000705718994},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.4456999897956848},{"id":"https://openalex.org/keywords/quarter","display_name":"Quarter (Canadian coin)","score":0.39489999413490295},{"id":"https://openalex.org/keywords/content-analysis","display_name":"Content analysis","score":0.3330000042915344},{"id":"https://openalex.org/keywords/human-trafficking","display_name":"Human trafficking","score":0.3025999963283539},{"id":"https://openalex.org/keywords/punishment","display_name":"Punishment (psychology)","score":0.2987000048160553}],"concepts":[{"id":"https://openalex.org/C2779390178","wikidata":"https://www.wikidata.org/wiki/Q29137","display_name":"Cybercrime","level":3,"score":0.909600019454956},{"id":"https://openalex.org/C2780262971","wikidata":"https://www.wikidata.org/wiki/Q44554","display_name":"Law enforcement","level":2,"score":0.5478000044822693},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.5435000061988831},{"id":"https://openalex.org/C2779777834","wikidata":"https://www.wikidata.org/wiki/Q4202277","display_name":"Enforcement","level":2,"score":0.5097000002861023},{"id":"https://openalex.org/C2778223634","wikidata":"https://www.wikidata.org/wiki/Q224952","display_name":"Suspect","level":2,"score":0.44760000705718994},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.4456999897956848},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4293000102043152},{"id":"https://openalex.org/C85079727","wikidata":"https://www.wikidata.org/wiki/Q3560114","display_name":"Quarter (Canadian coin)","level":2,"score":0.39489999413490295},{"id":"https://openalex.org/C73484699","wikidata":"https://www.wikidata.org/wiki/Q161733","display_name":"Criminology","level":1,"score":0.3337000012397766},{"id":"https://openalex.org/C162446236","wikidata":"https://www.wikidata.org/wiki/Q653137","display_name":"Content analysis","level":2,"score":0.3330000042915344},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3100000023841858},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.30880001187324524},{"id":"https://openalex.org/C2984309518","wikidata":"https://www.wikidata.org/wiki/Q181784","display_name":"Human trafficking","level":2,"score":0.3025999963283539},{"id":"https://openalex.org/C2779295839","wikidata":"https://www.wikidata.org/wiki/Q3544090","display_name":"Punishment (psychology)","level":2,"score":0.2987000048160553},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.2912999987602234},{"id":"https://openalex.org/C2777363581","wikidata":"https://www.wikidata.org/wiki/Q15098235","display_name":"Harm","level":2,"score":0.28780001401901245},{"id":"https://openalex.org/C2778069335","wikidata":"https://www.wikidata.org/wiki/Q32098","display_name":"Sanctions","level":2,"score":0.2849999964237213},{"id":"https://openalex.org/C171906077","wikidata":"https://www.wikidata.org/wiki/Q1360677","display_name":"Crime scene","level":2,"score":0.28459998965263367},{"id":"https://openalex.org/C117660856","wikidata":"https://www.wikidata.org/wiki/Q1964968","display_name":"Criminal investigation","level":2,"score":0.27140000462532043},{"id":"https://openalex.org/C175202939","wikidata":"https://www.wikidata.org/wiki/Q2892912","display_name":"Self-disclosure","level":2,"score":0.2703000009059906},{"id":"https://openalex.org/C169093310","wikidata":"https://www.wikidata.org/wiki/Q3702971","display_name":"Personally identifiable information","level":2,"score":0.2669000029563904},{"id":"https://openalex.org/C102587632","wikidata":"https://www.wikidata.org/wiki/Q117488","display_name":"Criminal justice","level":2,"score":0.26579999923706055},{"id":"https://openalex.org/C178005623","wikidata":"https://www.wikidata.org/wiki/Q308859","display_name":"Anonymity","level":2,"score":0.2653999924659729},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.2632000148296356},{"id":"https://openalex.org/C2989129637","wikidata":"https://www.wikidata.org/wiki/Q29137","display_name":"Cyber crime","level":3,"score":0.2621999979019165},{"id":"https://openalex.org/C2776394362","wikidata":"https://www.wikidata.org/wiki/Q1137778","display_name":"White-collar crime","level":2,"score":0.2567000091075897},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.2549999952316284},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.25380000472068787},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.25290000438690186}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:ris.utwente.nl:openaire_cris_publications/87b437be-906c-4abe-8526-27d8b355e5e0","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/87b437be-906c-4abe-8526-27d8b355e5e0","pdf_url":"https://ris.utwente.nl/ws/files/523890927/2603.01624v1.pdf","source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Hoheisel, R, Meurs, T, Wientjes, J, Junger, M, Abhishta, A & Paquet-Clouston, M 2026 'Assessing Crime Disclosure Patterns in a Large-Scale Cybercrime Forum' ArXiv.org. https://doi.org/10.48550/arXiv.2603.01624","raw_type":"info:eu-repo/semantics/preprint"},{"id":"doi:10.48550/arxiv.2603.01624","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.01624","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:ris.utwente.nl:openaire_cris_publications/87b437be-906c-4abe-8526-27d8b355e5e0","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/87b437be-906c-4abe-8526-27d8b355e5e0","pdf_url":"https://ris.utwente.nl/ws/files/523890927/2603.01624v1.pdf","source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Hoheisel, R, Meurs, T, Wientjes, J, Junger, M, Abhishta, A & Paquet-Clouston, M 2026 'Assessing Crime Disclosure Patterns in a Large-Scale Cybercrime Forum' ArXiv.org. https://doi.org/10.48550/arXiv.2603.01624","raw_type":"info:eu-repo/semantics/preprint"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6664480566978455}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7133323627.pdf","grobid_xml":"https://content.openalex.org/works/W7133323627.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Cybercrime":[0],"forums":[1],"play":[2],"a":[3,63,77,86],"central":[4],"role":[5],"in":[6,62,104,154,198,233],"the":[7,14,26,39,54,98,159,204],"cybercrime":[8,65,234],"ecosystem,":[9],"serving":[10],"as":[11],"hubs":[12],"for":[13,214,221],"exchange":[15],"of":[16,31,42,48,58,100,134,146,206],"illicit":[17],"goods,":[18],"services,":[19],"and":[20,28,83,85,113,141,175,193,210,230],"knowledge.":[21],"Previous":[22],"studies":[23],"have":[24],"explored":[25],"market":[27],"social":[29],"structures":[30],"these":[32],"forums,":[33],"but":[34],"less":[35],"is":[36,129],"known":[37],"about":[38],"behavioral":[40],"dynamics":[41],"users,":[43],"particularly":[44,184],"regarding":[45],"participants'":[46],"disclosure":[47,60,102,117,128,178,217],"criminal":[49,149,231],"activity.":[50],"This":[51],"study":[52,202],"provides":[53],"first":[55],"large-scale":[56],"assessment":[57],"crime":[59,101,116,127,216],"patterns":[61],"major":[64],"forum,":[66],"analysing":[67],"over":[68,167],"3.5":[69],"million":[70],"posts":[71,136,182],"from":[72],"nearly":[73],"300k":[74],"users.":[75],"Using":[76],"three-level":[78],"classification":[79,209],"scheme":[80],"(benign,":[81],"grey,":[82,229],"crime)":[84],"scalable":[87],"labelling":[88],"pipeline":[89],"powered":[90],"by":[91],"large":[92],"language":[93],"models":[94],"(LLMs),":[95],"we":[96],"measure":[97],"level":[99],"present":[103],"initial":[105,135,156,181],"posts,":[106],"analyse":[107],"how":[108,115],"participants":[109,163],"switch":[110],"between":[111],"levels,":[112],"assess":[114],"behavior":[118],"relates":[119],"to":[120],"private":[121],"communications.":[122],"Our":[123],"results":[124],"show":[125,164],"that":[126,187],"relatively":[130],"normative:":[131],"one":[132,144],"quarter":[133],"include":[137],"explicit":[138],"crime-related":[139],"content,":[140],"more":[142],"than":[143],"third":[145],"users":[147,189],"disclose":[148],"activity":[150,197],"at":[151,226],"least":[152],"once":[153],"their":[155,196],"posts.":[157],"At":[158],"same":[160],"time,":[161],"most":[162],"restraint,":[165],"with":[166],"two-thirds":[168],"posting":[169],"only":[170],"benign":[171],"or":[172],"grey":[173],"content":[174,232],"typically":[176],"escalating":[177],"gradually.":[179],"Grey":[180],"are":[183],"prominent,":[185],"indicating":[186],"many":[188],"avoid":[190],"overt":[191],"statements":[192],"instead":[194],"anchor":[195],"ambiguous":[199],"content.":[200],"The":[201],"highlights":[203],"value":[205],"LLM-based":[207],"text":[208],"Markov":[211],"chain":[212],"modelling":[213],"capturing":[215],"patterns,":[218],"offering":[219],"insights":[220],"law":[222],"enforcement":[223],"efforts":[224],"aimed":[225],"distinguishing":[227],"benign,":[228],"forums.":[235]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-03-04T00:00:00"}