{"id":"https://openalex.org/W3008391015","doi":"https://doi.org/10.1109/bigdata47090.2019.9006596","title":"Cybercrime Investigations in the Era of Smart Applications: Way Forward Through Big Data","display_name":"Cybercrime Investigations in the Era of Smart Applications: Way Forward Through Big Data","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3008391015","doi":"https://doi.org/10.1109/bigdata47090.2019.9006596","mag":"3008391015"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata47090.2019.9006596","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata47090.2019.9006596","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://durham-repository.worktribe.com/output/1903827","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011052188","display_name":"Andrii Shalaginov","orcid":"https://orcid.org/0000-0003-1980-6875"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Andrii Shalaginov","raw_affiliation_strings":["Norwegian University of Science and Technology, Gj\u00f8vik, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology, Gj\u00f8vik, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013706552","display_name":"Igor Kotsiuba","orcid":"https://orcid.org/0000-0003-2878-6060"},"institutions":[{"id":"https://openalex.org/I4210090521","display_name":"Pukhov Institute for Modelling in Energy Engineering","ror":"https://ror.org/00fhten74","country_code":"UA","type":"facility","lineage":["https://openalex.org/I149851306","https://openalex.org/I4210090521"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Igor Kotsiuba","raw_affiliation_strings":["Pukhov Institute of Modelling in Energy Engineering, Kiev, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pukhov Institute of Modelling in Energy Engineering, Kiev, Ukraine","institution_ids":["https://openalex.org/I4210090521"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100607443","display_name":"Asif Iqbal","orcid":"https://orcid.org/0000-0002-0682-8170"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Asif Iqbal","raw_affiliation_strings":["KTH Royal Institute of Technology, Stockholm, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KTH Royal Institute of Technology, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4309","last_page":"4314"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12034","display_name":"Digital and Cyber Forensics","score":0.9994000196456909,"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/T12519","display_name":"Cybercrime and Law Enforcement Studies","score":0.9966999888420105,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cybercrime","display_name":"Cybercrime","score":0.8271323442459106},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6418743133544922},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5831843614578247},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5086753964424133},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3903387784957886},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.37906521558761597},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.18644893169403076},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.17806461453437805},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07008734345436096}],"concepts":[{"id":"https://openalex.org/C2779390178","wikidata":"https://www.wikidata.org/wiki/Q29137","display_name":"Cybercrime","level":3,"score":0.8271323442459106},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6418743133544922},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5831843614578247},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5086753964424133},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3903387784957886},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.37906521558761597},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.18644893169403076},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.17806461453437805},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07008734345436096}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/bigdata47090.2019.9006596","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata47090.2019.9006596","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},{"id":"pmh:oai:durham-repository.worktribe.com:1903827","is_oa":true,"landing_page_url":"https://durham-repository.worktribe.com/output/1903827","pdf_url":null,"source":{"id":"https://openalex.org/S4306400188","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"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":null,"raw_type":"Presentation / Conference Contribution"}],"best_oa_location":{"id":"pmh:oai:durham-repository.worktribe.com:1903827","is_oa":true,"landing_page_url":"https://durham-repository.worktribe.com/output/1903827","pdf_url":null,"source":{"id":"https://openalex.org/S4306400188","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"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":null,"raw_type":"Presentation / Conference Contribution"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1758472548","https://openalex.org/W2039427951","https://openalex.org/W2044913877","https://openalex.org/W2053452380","https://openalex.org/W2089758604","https://openalex.org/W2110753472","https://openalex.org/W2115772460","https://openalex.org/W2143286114","https://openalex.org/W2147372359","https://openalex.org/W2154733731","https://openalex.org/W2167296824","https://openalex.org/W2462696620","https://openalex.org/W2501802089","https://openalex.org/W2513938788","https://openalex.org/W2555710006","https://openalex.org/W2561342496","https://openalex.org/W2564598968","https://openalex.org/W2606197117","https://openalex.org/W2608418534","https://openalex.org/W2613012054","https://openalex.org/W2733765803","https://openalex.org/W2739334709","https://openalex.org/W2748868501","https://openalex.org/W2781892241","https://openalex.org/W2783643297","https://openalex.org/W2790016418","https://openalex.org/W2800695847","https://openalex.org/W2805345783","https://openalex.org/W2890159601","https://openalex.org/W2913198321","https://openalex.org/W2946603056","https://openalex.org/W2955712831","https://openalex.org/W2963980822","https://openalex.org/W3103193719","https://openalex.org/W4297667799","https://openalex.org/W6741502601","https://openalex.org/W6743493502","https://openalex.org/W6747649055"],"related_works":["https://openalex.org/W4322629366","https://openalex.org/W2808989540","https://openalex.org/W2397053934","https://openalex.org/W1039292361","https://openalex.org/W2551093110","https://openalex.org/W2148016376","https://openalex.org/W4237919137","https://openalex.org/W3184179822","https://openalex.org/W3095362084","https://openalex.org/W3003361536"],"abstract_inverted_index":{"The":[0],"omnipresence":[1],"of":[2,8,19,28,48,54,68,85,111,157],"smart":[3,93,164,186],"devices":[4,38],"in":[5,45,163,173],"many":[6],"aspects":[7],"modern":[9],"everyday":[10],"life":[11],"has":[12,21],"helped":[13],"to":[14,43,65,103,128,147,177],"achieve":[15],"an":[16],"enormous":[17],"level":[18,156],"automation,":[20],"ensured":[22],"sustainable":[23],"development,":[24],"and":[25,36,41,70,75,83,116,139],"improved":[26],"quality":[27],"life.":[29],"Over":[30],"the":[31,51,66,79,86,98,149],"last":[32],"decade,":[33],"such":[34,57],"small":[35],"portable":[37],"became":[39],"cheap":[40],"easy":[42],"deploy":[44],"any":[46],"kind":[47],"application.":[49],"With":[50],"full":[52],"range":[53],"versatile":[55],"connectivity,":[56],"technological":[58,118],"development":[59],"also":[60,96],"brings":[61],"multiple":[62,104],"challenges":[63],"related":[64],"security":[67,114],"infrastructure":[69],"data.":[71],"Many":[72],"individuals,":[73],"companies,":[74],"states":[76],"worldwide":[77],"experience":[78],"previously":[80],"unseen":[81],"scale":[82],"scope":[84],"attacks":[87],"using":[88],"novel":[89,134,175],"approaches.":[90],"All":[91],"these":[92],"applications":[94],"have":[95],"increased":[97],"overall":[99],"attack":[100,105],"surface":[101],"leading":[102],"vectors":[106],"available":[107],"through":[108,153],"vulnerabilities.":[109],"Lack":[110],"standards,":[112],"insufficient":[113],"awareness,":[115],"new":[117],"landscape":[119],"does":[120],"not":[121],"help":[122,146,172],"either.":[123],"Considering":[124],"this,":[125],"one":[126],"needs":[127],"enhance":[129],"forensics":[130,180],"investigation":[131],"methodologies,":[132],"employ":[133],"tools,":[135],"combine":[136],"threat":[137],"intelligence,":[138],"integrate":[140],"forensic":[141],"readiness.":[142],"Such":[143],"measures":[144],"will":[145,171],"reduce":[148],"total":[150],"cyber":[151],"risk":[152],"a":[154,183],"high":[155],"preparedness":[158],"for":[159],"anticipated":[160],"data-driven":[161],"crimes":[162],"applications.":[165,187],"We":[166],"believe":[167],"that":[168],"this":[169],"paper":[170],"bringing":[174],"focus":[176,184],"existing":[178],"digital":[179],"methodologies":[181],"with":[182],"on":[185]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
