{"id":"https://openalex.org/W406847337","doi":null,"title":"Applying Social Network Analysis to Security","display_name":"Applying Social Network Analysis to Security","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W406847337","mag":"406847337"},"language":"en","primary_location":{"id":"pmh:oai:kar.kent.ac.uk:67512","doi":null,"is_oa":false,"landing_page_url":"https://kar.kent.ac.uk/67512/1/csss2015_phillips_et_al.pdf","pdf_url":"https://kar.kent.ac.uk/67512/1/csss2015_phillips_et_al.pdf","source":{"id":"https://openalex.org/S4377196264","display_name":"Kent Academic Repository (University of Kent)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I20581793","host_organization_name":"University of Kent","host_organization_lineage":["https://openalex.org/I20581793"],"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 proceeding"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ora.ox.ac.uk/objects/uuid:263a4ac5-e477-4c0e-9d13-5c1c32de7c6e/files/mcd81eed32739fbaccee92457d79b411b","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Elizabeth Phillips","orcid":"https://orcid.org/0000-0002-8392-2152","observed_orcids":["https://orcid.org/0000-0002-8392-2152"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Elizabeth Phillips","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-8392-2152","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075453550","display_name":"Jason R. C. Nurse","orcid":"https://orcid.org/0000-0003-4118-1680","observed_orcids":["https://orcid.org/0000-0003-4118-1680"]},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jason R. C. Nurse","raw_affiliation_strings":["University of Oxford"],"raw_orcid":"https://orcid.org/0000-0003-4118-1680","affiliations":[{"raw_affiliation_string":"University of Oxford","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063148097","display_name":"Michael H. Goldsmith","orcid":"https://orcid.org/0000-0001-7808-0600","observed_orcids":["https://orcid.org/0000-0001-7808-0600"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael Goldsmith","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-7808-0600","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5004437304","display_name":"Sadie Creese","orcid":"https://orcid.org/0000-0002-2414-9657","observed_orcids":["https://orcid.org/0000-0002-2414-9657"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sadie Creese","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-2414-9657","affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4765,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.79886886,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12519","display_name":"Cybercrime and Law Enforcement Studies","score":0.0013000000035390258,"subfield":{"id":"https://openalex.org/subfields/3308","display_name":"Law"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14435","display_name":"Information Retrieval and Data Mining","score":0.0010000000474974513,"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/social-network-analysis","display_name":"social network analysis","score":0.9449999928474426},{"id":"https://openalex.org/keywords/security-applications","display_name":"security applications","score":0.6010000109672546},{"id":"https://openalex.org/keywords/email-metadata","display_name":"email metadata","score":0.4659999907016754},{"id":"https://openalex.org/keywords/enron-email-dataset","display_name":"Enron email dataset","score":0.7200000286102295},{"id":"https://openalex.org/keywords/network-hierarchy","display_name":"network hierarchy","score":0.5820000171661377},{"id":"https://openalex.org/keywords/influential-users","display_name":"influential users","score":0.6679999828338623},{"id":"https://openalex.org/keywords/criminal-gangs","display_name":"criminal gangs","score":0.722000002861023},{"id":"https://openalex.org/keywords/criminal-investigation","display_name":"criminal investigation","score":0.5899999737739563}],"concepts":[{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.7453042268753052},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6870231032371521},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.6825547218322754},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.6772843599319458},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6015748381614685},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5840520262718201},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5726721286773682},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5581174492835999},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5235676169395447},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.5080924034118652},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.48039084672927856},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3942526578903198},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.3007999658584595},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.09618663787841797},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.09276366233825684},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"pmh:oai:kar.kent.ac.uk:67512","doi":null,"is_oa":false,"landing_page_url":"https://kar.kent.ac.uk/67512/1/csss2015_phillips_et_al.pdf","pdf_url":"https://kar.kent.ac.uk/67512/1/csss2015_phillips_et_al.pdf","source":{"id":"https://openalex.org/S4377196264","display_name":"Kent Academic Repository (University of Kent)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I20581793","host_organization_name":"University of Kent","host_organization_lineage":["https://openalex.org/I20581793"],"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 proceeding"},{"id":"pmh:oai:ora.ox.ac.uk:uuid:263a4ac5-e477-4c0e-9d13-5c1c32de7c6e","doi":null,"is_oa":true,"landing_page_url":"https://ora.ox.ac.uk/objects/uuid:263a4ac5-e477-4c0e-9d13-5c1c32de7c6e/files/mcd81eed32739fbaccee92457d79b411b","pdf_url":"https://ora.ox.ac.uk/objects/uuid:263a4ac5-e477-4c0e-9d13-5c1c32de7c6e/files/mcd81eed32739fbaccee92457d79b411b","source":{"id":"https://openalex.org/S4306402636","display_name":"Oxford University Research Archive (ORA) (University of Oxford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I40120149","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/I40120149"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symplectic Elements at Oxford","raw_type":"http://purl.org/coar/resource_type/c_5794"},{"id":"pmh:oai:ora.ox.ac.uk:uuid:df38af53-9e86-4072-a7a8-cde4905afaf7","doi":null,"is_oa":true,"landing_page_url":"https://ora.ox.ac.uk/objects/uuid:df38af53-9e86-4072-a7a8-cde4905afaf7","pdf_url":"https://ora.ox.ac.uk/objects/uuid:df38af53-9e86-4072-a7a8-cde4905afaf7","source":{"id":"https://openalex.org/S4306402636","display_name":"Oxford University Research Archive (ORA) (University of Oxford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I40120149","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/I40120149"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Department of Computer Science","raw_type":"http://purl.org/coar/resource_type/c_5794"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.691.2859","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.691.2859","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.ox.ac.uk/files/7193/csss2015_phillips_et_al.pdf","raw_type":"text"},{"id":"mag:406847337","doi":null,"is_oa":false,"landing_page_url":"https://www.cs.ox.ac.uk/files/7193/csss2015_phillips_et_al.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:ora.ox.ac.uk:uuid:263a4ac5-e477-4c0e-9d13-5c1c32de7c6e","doi":null,"is_oa":true,"landing_page_url":"https://ora.ox.ac.uk/objects/uuid:263a4ac5-e477-4c0e-9d13-5c1c32de7c6e/files/mcd81eed32739fbaccee92457d79b411b","pdf_url":"https://ora.ox.ac.uk/objects/uuid:263a4ac5-e477-4c0e-9d13-5c1c32de7c6e/files/mcd81eed32739fbaccee92457d79b411b","source":{"id":"https://openalex.org/S4306402636","display_name":"Oxford University Research Archive (ORA) (University of Oxford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I40120149","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/I40120149"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symplectic Elements at Oxford","raw_type":"http://purl.org/coar/resource_type/c_5794"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W406847337.pdf","grobid_xml":"https://content.openalex.org/works/W406847337.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W175854469","https://openalex.org/W1549412372","https://openalex.org/W1583700199","https://openalex.org/W1595891490","https://openalex.org/W1808644423","https://openalex.org/W1842847600","https://openalex.org/W1854214752","https://openalex.org/W1880273677","https://openalex.org/W1960686302","https://openalex.org/W1965115311","https://openalex.org/W1976969221","https://openalex.org/W1982777740","https://openalex.org/W2017102965","https://openalex.org/W2040614914","https://openalex.org/W2056944867","https://openalex.org/W2061901927","https://openalex.org/W2062002899","https://openalex.org/W2066999271","https://openalex.org/W2080349478","https://openalex.org/W2116007667","https://openalex.org/W2122028584","https://openalex.org/W2125910575","https://openalex.org/W2138621811","https://openalex.org/W2141427753","https://openalex.org/W2161605580","https://openalex.org/W2167482691","https://openalex.org/W2795857897"],"related_works":["https://openalex.org/W2347187809","https://openalex.org/W2002795753","https://openalex.org/W3044633425","https://openalex.org/W7017448094","https://openalex.org/W2116300107","https://openalex.org/W2140507670","https://openalex.org/W1562534670","https://openalex.org/W7033790896","https://openalex.org/W7216346557","https://openalex.org/W2617597650"],"abstract_inverted_index":{"In":[0,27],"this":[1,58,109],"paper,":[2],"we":[3,29,111],"set":[4],"out":[5],"to":[6,22,43,62,75,79,100,151,158],"explore":[7],"some":[8],"of":[9,25,67,105,125,155],"the":[10,23,64,68,86,92,103,106,117,123,133,138,145,153],"many":[11],"ways":[12],"in":[13,98,129],"which":[14],"Social":[15],"Network":[16],"Analysis":[17],"(SNA)":[18],"can":[19],"be":[20,60,73],"applied":[21,74],"field":[24],"security.":[26],"particular,":[28],"investigate":[30],"what":[31],"information":[32],"someone":[33],"(e.g.,":[34,53],"an":[35,113],"attacker)":[36],"could":[37,59,72],"infer":[38],"if":[39],"they":[40],"were":[41],"able":[42],"gather":[44],"data":[45],"on":[46,95,116,147],"a":[47,148,159],"person's":[48],"friend-groups":[49],"or":[50],"device":[51],"communications":[52,140],"email":[54,119,139],"interactions)":[55],"and":[56,121],"whether":[57],"used":[61],"predict":[63],"\\\"hierarchical":[65],"importance\\\"":[66],"individual.":[69],"This":[70],"research":[71],"various":[76],"social":[77,134],"networks":[78],"help":[80,101],"with":[81,88],"criminal":[82,93],"investigations":[83],"by":[84],"identifying":[85],"users":[87],"high":[89],"influence":[90],"within":[91],"gangs":[94],"DarkWeb":[96],"Forums,":[97],"order":[99],"identify":[102],"ring-leaders":[104],"gangs.":[107],"For":[108],"study":[110],"conducted":[112],"initial":[114],"investigation":[115],"Enron":[118],"dataset,":[120],"investigated":[122],"effectiveness":[124],"existing":[126],"SNA":[127],"metrics":[128,146],"establishing":[130],"hierarchy":[131],"from":[132,137],"network":[135],"created":[136],"metadata.":[141],"We":[142],"then":[143],"tested":[144],"fresh":[149],"dataset":[150],"assess":[152],"practicality":[154],"our":[156],"results":[157],"new":[160],"network.":[161]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2016-06-24T00:00:00"}
