{"id":"https://openalex.org/W3026406599","doi":"https://doi.org/10.1109/cybersecurity49315.2020.9138874","title":"Automated Artefact Relevancy Determination from Artefact Metadata and Associated Timeline Events","display_name":"Automated Artefact Relevancy Determination from Artefact Metadata and Associated Timeline Events","publication_year":2020,"publication_date":"2020-06-01","ids":{"openalex":"https://openalex.org/W3026406599","doi":"https://doi.org/10.1109/cybersecurity49315.2020.9138874","mag":"3026406599"},"language":"en","primary_location":{"id":"doi:10.1109/cybersecurity49315.2020.9138874","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cybersecurity49315.2020.9138874","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Conference on Cyber Security and Protection of Digital Services (Cyber Security)","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2012.01972","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Xiaoyu Du","orcid":null},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"Xiaoyu Du","raw_affiliation_strings":["Forensics and Security Research Group, University College Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"Forensics and Security Research Group, University College Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Quan Le","orcid":null},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Quan Le","raw_affiliation_strings":["Centre for Applied Data Analytics Research (CeADAR), University College Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"Centre for Applied Data Analytics Research (CeADAR), University College Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"last","author":{"id":null,"display_name":"Mark Scanlon","orcid":null},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Mark Scanlon","raw_affiliation_strings":["Forensics and Security Research Group, University College Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"Forensics and Security Research Group, University College Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I100930933"],"apc_list":null,"apc_paid":null,"fwci":1.1126,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.83877192,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12034","display_name":"Digital and Cyber Forensics","score":1.0,"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/T12034","display_name":"Digital and Cyber Forensics","score":1.0,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10751","display_name":"Forensic and Genetic Research","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/digital-forensics","display_name":"Digital forensics","score":0.8826000094413757},{"id":"https://openalex.org/keywords/timeline","display_name":"Timeline","score":0.8532000184059143},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.8180000185966492},{"id":"https://openalex.org/keywords/digital-evidence","display_name":"Digital evidence","score":0.7394000291824341},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.6437000036239624},{"id":"https://openalex.org/keywords/computer-forensics","display_name":"Computer forensics","score":0.4740999937057495},{"id":"https://openalex.org/keywords/metadata-modeling","display_name":"Metadata modeling","score":0.45980000495910645}],"concepts":[{"id":"https://openalex.org/C84418412","wikidata":"https://www.wikidata.org/wiki/Q3246940","display_name":"Digital forensics","level":2,"score":0.8826000094413757},{"id":"https://openalex.org/C4438859","wikidata":"https://www.wikidata.org/wiki/Q186117","display_name":"Timeline","level":2,"score":0.8532000184059143},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.8180000185966492},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7615000009536743},{"id":"https://openalex.org/C2781357168","wikidata":"https://www.wikidata.org/wiki/Q5276084","display_name":"Digital evidence","level":3,"score":0.7394000291824341},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.6437000036239624},{"id":"https://openalex.org/C556601545","wikidata":"https://www.wikidata.org/wiki/Q878553","display_name":"Computer forensics","level":3,"score":0.4740999937057495},{"id":"https://openalex.org/C110326360","wikidata":"https://www.wikidata.org/wiki/Q17149476","display_name":"Metadata modeling","level":4,"score":0.45980000495910645},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.43959999084472656},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4383000135421753},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4296000003814697},{"id":"https://openalex.org/C97250363","wikidata":"https://www.wikidata.org/wiki/Q235557","display_name":"File format","level":2,"score":0.3869999945163727},{"id":"https://openalex.org/C2780262971","wikidata":"https://www.wikidata.org/wiki/Q44554","display_name":"Law enforcement","level":2,"score":0.35499998927116394},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3328000009059906},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.328900009393692},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.3181000053882599},{"id":"https://openalex.org/C199683683","wikidata":"https://www.wikidata.org/wiki/Q8799","display_name":"Terabyte","level":2,"score":0.29249998927116394},{"id":"https://openalex.org/C153048206","wikidata":"https://www.wikidata.org/wiki/Q3454922","display_name":"Metadata repository","level":3,"score":0.2854999899864197},{"id":"https://openalex.org/C8797682","wikidata":"https://www.wikidata.org/wiki/Q2115","display_name":"XML","level":2,"score":0.26269999146461487},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.25870001316070557},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.2583000063896179}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cybersecurity49315.2020.9138874","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cybersecurity49315.2020.9138874","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Conference on Cyber Security and Protection of Digital Services (Cyber Security)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2012.01972","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2012.01972","pdf_url":"https://arxiv.org/pdf/2012.01972","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:researchrepository.ucd.ie:10197/24774","is_oa":false,"landing_page_url":"http://hdl.handle.net/10197/24774","pdf_url":null,"source":{"id":"https://openalex.org/S4306402280","display_name":"Research Repository UCD (University College Dublin)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I100930933","host_organization_name":"University College Dublin","host_organization_lineage":["https://openalex.org/I100930933"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Publication"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2012.01972","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2012.01972","pdf_url":"https://arxiv.org/pdf/2012.01972","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W138782056","https://openalex.org/W1446195290","https://openalex.org/W1967185460","https://openalex.org/W1972958568","https://openalex.org/W2009229022","https://openalex.org/W2037841959","https://openalex.org/W2047200753","https://openalex.org/W2055671227","https://openalex.org/W2061278117","https://openalex.org/W2125767749","https://openalex.org/W2147031008","https://openalex.org/W2156350103","https://openalex.org/W2162423596","https://openalex.org/W2303287830","https://openalex.org/W2528201848","https://openalex.org/W2529303197","https://openalex.org/W2745246325","https://openalex.org/W2792716682","https://openalex.org/W2808994121","https://openalex.org/W2903659538","https://openalex.org/W2908104715","https://openalex.org/W2954401588","https://openalex.org/W2961326167","https://openalex.org/W2998498941","https://openalex.org/W4234556776","https://openalex.org/W6634269906","https://openalex.org/W6638033346","https://openalex.org/W6674708674","https://openalex.org/W6737841865","https://openalex.org/W6741502601"],"related_works":[],"abstract_inverted_index":{"Case-hindering,":[0],"multi-year":[1],"digital":[2,26,44],"forensic":[3,27,45],"evidence":[4,63],"backlogs":[5],"have":[6],"become":[7],"commonplace":[8],"in":[9,71,118,125],"law":[10],"enforcement":[11],"agencies":[12],"throughout":[13],"the":[14,31,72,90,106,126,132],"world.":[15],"This":[16,78,103],"is":[17,164],"due":[18],"to":[19,36,113,139],"an":[20,55,119],"ever-growing":[21],"number":[22],"of":[23,34,76,108,128],"cases":[24,46],"requiring":[25],"investigation":[28],"coupled":[29],"with":[30],"growing":[32,91],"volume":[33],"data":[35],"be":[37],"processed":[38,43],"per":[39],"case.":[40],"Leveraging":[41],"previously":[42,109],"and":[47,74,157],"their":[48,137],"component":[49],"artefact":[50,85],"relevancy":[51,86,147],"classifications":[52],"can":[53,67,123],"facilitate":[54],"opportunity":[56],"for":[57,83,149],"training":[58],"automated":[59],"artificial":[60],"intelligence":[61],"based":[62],"processing":[64],"systems.":[65],"These":[66],"significantly":[68],"aid":[69,124],"investigators":[70],"discovery":[73],"prioritisation":[75],"evidence.":[77],"paper":[79],"presents":[80],"one":[81],"approach":[82,104,162],"file":[84,150],"determination":[87],"building":[88],"on":[89],"trend":[92],"towards":[93],"a":[94,99,140,146],"centralised,":[95],"Digital":[96],"Forensics":[97],"as":[98],"Service":[100],"(DFaaS)":[101],"paradigm.":[102],"enables":[105],"use":[107],"encountered":[110],"pertinent":[111],"files":[112,117,130],"classify":[114],"newly":[115],"discovered":[116],"investigation.":[120],"Trained":[121],"models":[122],"detection":[127],"these":[129],"during":[131,136],"acquisition":[133],"stage,":[134],"i.e.,":[135],"upload":[138],"DFaaS":[141],"system.":[142],"The":[143,161],"technique":[144],"generates":[145],"score":[148],"similarity":[151],"using":[152],"each":[153],"artefact's":[154],"filesystem":[155],"metadata":[156],"associated":[158],"timeline":[159],"events.":[160],"presented":[163],"validated":[165],"against":[166],"three":[167],"experimental":[168],"usage":[169],"scenarios.":[170]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2020-05-29T00:00:00"}
