{"id":"https://openalex.org/W2082623495","doi":"https://doi.org/10.1145/2295136.2295148","title":"Emerging trends around big data analytics and security","display_name":"Emerging trends around big data analytics and security","publication_year":2012,"publication_date":"2012-06-20","ids":{"openalex":"https://openalex.org/W2082623495","doi":"https://doi.org/10.1145/2295136.2295148","mag":"2082623495"},"language":"en","primary_location":{"id":"doi:10.1145/2295136.2295148","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2295136.2295148","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th ACM symposium on Access Control Models and Technologies","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000402229","display_name":"Rafae Bhatti","orcid":null},"institutions":[{"id":"https://openalex.org/I4210099672","display_name":"Accenture (United States)","ror":"https://ror.org/013g16z83","country_code":"US","type":"company","lineage":["https://openalex.org/I4210093804","https://openalex.org/I4210099672"]},{"id":"https://openalex.org/I1310439424","display_name":"Accenture (Switzerland)","ror":"https://ror.org/041r3e346","country_code":"CH","type":"company","lineage":["https://openalex.org/I1310439424","https://openalex.org/I4210093804"]}],"countries":["CH","US"],"is_corresponding":true,"raw_author_name":"Rafae Bhatti","raw_affiliation_strings":["Accenture Technology Labs, Arlington, VA, USA","[Accenture Technology Labs, Arlington, VA, USA]"],"affiliations":[{"raw_affiliation_string":"Accenture Technology Labs, Arlington, VA, USA","institution_ids":["https://openalex.org/I4210099672"]},{"raw_affiliation_string":"[Accenture Technology Labs, Arlington, VA, USA]","institution_ids":["https://openalex.org/I1310439424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036549469","display_name":"Ryan LaSalle","orcid":null},"institutions":[{"id":"https://openalex.org/I1310439424","display_name":"Accenture (Switzerland)","ror":"https://ror.org/041r3e346","country_code":"CH","type":"company","lineage":["https://openalex.org/I1310439424","https://openalex.org/I4210093804"]},{"id":"https://openalex.org/I4210099672","display_name":"Accenture (United States)","ror":"https://ror.org/013g16z83","country_code":"US","type":"company","lineage":["https://openalex.org/I4210093804","https://openalex.org/I4210099672"]}],"countries":["CH","US"],"is_corresponding":false,"raw_author_name":"Ryan LaSalle","raw_affiliation_strings":["Accenture Technology Labs, Arlington, VA, USA","[Accenture Technology Labs, Arlington, VA, USA]"],"affiliations":[{"raw_affiliation_string":"Accenture Technology Labs, Arlington, VA, USA","institution_ids":["https://openalex.org/I4210099672"]},{"raw_affiliation_string":"[Accenture Technology Labs, Arlington, VA, USA]","institution_ids":["https://openalex.org/I1310439424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038990446","display_name":"Rob Bird","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rob Bird","raw_affiliation_strings":["Red Lambda, Longwood, FL, USA"],"affiliations":[{"raw_affiliation_string":"Red Lambda, Longwood, FL, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037416488","display_name":"Tim Grance","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tim Grance","raw_affiliation_strings":["NIST, Gaithersburg, MD, USA"],"affiliations":[{"raw_affiliation_string":"NIST, Gaithersburg, MD, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061694501","display_name":"Elisa Bertino","orcid":"https://orcid.org/0000-0002-4029-7051"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elisa Bertino","raw_affiliation_strings":["Purdue University, West Lafayette, IN, USA"],"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5000402229"],"corresponding_institution_ids":["https://openalex.org/I1310439424","https://openalex.org/I4210099672"],"apc_list":null,"apc_paid":null,"fwci":2.5463,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.8978686,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"67","last_page":"68"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9848999977111816,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11719","display_name":"Data Quality and Management","score":0.9817000031471252,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.8277328610420227},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6910656690597534},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6421653628349304},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6382761597633362},{"id":"https://openalex.org/keywords/business-intelligence","display_name":"Business intelligence","score":0.4883587062358856},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.44382572174072266},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.44334056973457336},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.4155421257019043},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.15260642766952515},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1349239945411682}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8277328610420227},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6910656690597534},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6421653628349304},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6382761597633362},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.4883587062358856},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.44382572174072266},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.44334056973457336},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.4155421257019043},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.15260642766952515},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1349239945411682},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2295136.2295148","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2295136.2295148","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th ACM symposium on Access Control Models and Technologies","raw_type":"proceedings-article"},{"id":"pmh:oai:docs.lib.purdue.edu:ccpubs-1464","is_oa":false,"landing_page_url":"https://docs.lib.purdue.edu/ccpubs/472","pdf_url":null,"source":{"id":"https://openalex.org/S4377196310","display_name":"Purdue e-Pubs (Purdue University System)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801333002","host_organization_name":"Purdue University System","host_organization_lineage":["https://openalex.org/I2801333002"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Cyber Center Publications","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2807997669","https://openalex.org/W2913151401","https://openalex.org/W4367856707","https://openalex.org/W4293245862","https://openalex.org/W2048156096","https://openalex.org/W3068949829","https://openalex.org/W3130756120","https://openalex.org/W4226266853","https://openalex.org/W2150941767","https://openalex.org/W3123352720"],"abstract_inverted_index":{"This":[0],"panel":[1],"will":[2,281],"discuss":[3],"the":[4,19,88,119,161,166,172,232,248,273,289],"interplay":[5],"between":[6],"key":[7],"emerging":[8,290],"security":[9,121,235,278],"trends":[10],"centered":[11],"around":[12],"big":[13,22,53,92,106,148,276],"data":[14,23,29,49,54,93,107,138,149,168,188,242,249,277],"analytics":[15,30,94,103,175,236],"and":[16,24,56,69,72,75,82,123,156,163,182,195,220,224,228,268,292],"security.":[17],"With":[18],"explosion":[20,162],"of":[21,26,48,87,113,136,165,174,185,214,226,241,275],"advent":[25],"cloud":[27],"computing,":[28],"has":[31],"not":[32,115,210],"only":[33],"become":[34],"prevalent":[35],"but":[36,209],"also":[37],"a":[38,79,99,105,110,133,153,157,238,257,295],"critical":[39,89],"business":[40,66],"need.":[41],"Internet":[42],"applications":[43,64],"today":[44],"consume":[45],"vast":[46],"amounts":[47],"collected":[50],"from":[51,60,265],"heterogeneous":[52],"repositories":[55],"provide":[57,282],"meaningful":[58],"insights":[59,283],"it.":[61],"These":[62],"include":[63],"for":[65,297],"forecasting,":[67],"investment":[68],"finance,":[70],"healthcare":[71],"well-being,":[73],"science":[74],"hi-tech,":[76],"to":[77,97,160,176,199,212],"name":[78],"few.":[80],"Security":[81,102],"operational":[83],"intelligence":[84],"is":[85,95,190],"one":[86],"areas":[90],"where":[91,244],"expected":[96],"play":[98],"crucial":[100],"role.":[101],"in":[104,143,256],"environment":[108,150],"presents":[109,151],"unique":[111,286],"set":[112,135],"challenges,":[114,202,287],"properly":[116],"addressed":[117],"by":[118,192],"existing":[120],"incident":[122],"event":[124],"monitoring":[125],"(or":[126],"SIEM)":[127],"systems":[128],"that":[129,170,189,247],"typically":[130],"work":[131],"with":[132],"limited":[134,211],"traditional":[137],"sources":[139,169],"(firewall,":[140],"IDS,":[141],"etc.)":[142],"an":[144],"enterprise":[145],"network.":[146],"A":[147],"both":[152],"great":[154],"opportunity":[155],"challenge":[158],"due":[159],"heterogeneity":[164],"potential":[167],"extend":[171],"boundary":[173],"social":[177],"networks,":[178],"real":[179],"time":[180],"streams":[181],"other":[183],"forms":[184],"highly":[186],"contextual":[187],"characterized":[191],"high":[193,239],"volume":[194],"speed.":[196],"In":[197],"addition":[198],"meeting":[200],"infrastructure":[201],"there":[203],"remain":[204],"additional":[205],"unaddressed":[206],"issues,":[207],"including":[208],"development":[213],"self-evolving":[215],"threat":[216],"ontologies,":[217],"integrated":[218],"network":[219],"application":[221],"layer":[222],"analytics,":[223],"detection":[225],"\"low":[227],"slow\"":[229],"attacks.":[230],"At":[231],"same":[233],"time,":[234],"requires":[237],"degree":[240],"assurance,":[243],"assurance":[245],"implies":[246],"be":[250],"trustworthy":[251],"as":[252,254],"well":[253],"managed":[255],"privacy":[258],"preserving":[259],"manner.":[260],"Our":[261],"panelists":[262],"represent":[263],"individuals":[264],"industry,":[266],"academia,":[267],"government":[269],"who":[270],"are":[271],"at":[272],"forefront":[274],"analytics.":[279],"They":[280],"into":[284],"these":[285],"survey":[288],"trends,":[291],"lay":[293],"out":[294],"vision":[296],"future.":[298]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}