{"id":"https://openalex.org/W1589190226","doi":"https://doi.org/10.1109/hpcsim.2015.7237027","title":"Using network data to improve digital investigation in cloud computing environments","display_name":"Using network data to improve digital investigation in cloud computing environments","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W1589190226","doi":"https://doi.org/10.1109/hpcsim.2015.7237027","mag":"1589190226"},"language":"en","primary_location":{"id":"doi:10.1109/hpcsim.2015.7237027","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcsim.2015.7237027","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on High Performance Computing & Simulation (HPCS)","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/A5058921299","display_name":"Daniel Spiekermann","orcid":"https://orcid.org/0000-0003-4762-6062"},"institutions":[{"id":"https://openalex.org/I120691247","display_name":"University of Hagen","ror":"https://ror.org/04tkkr536","country_code":"DE","type":"education","lineage":["https://openalex.org/I120691247"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Daniel Spiekermann","raw_affiliation_strings":["FernUniversit\u00e4t Hagen, Hagen, Germany","FernUniversit\u00e4t Hagen, 58084, Germany"],"affiliations":[{"raw_affiliation_string":"FernUniversit\u00e4t Hagen, Hagen, Germany","institution_ids":["https://openalex.org/I120691247"]},{"raw_affiliation_string":"FernUniversit\u00e4t Hagen, 58084, Germany","institution_ids":["https://openalex.org/I120691247"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078989761","display_name":"Tobias Eggendorfer","orcid":null},"institutions":[{"id":"https://openalex.org/I24227732","display_name":"University of Applied Sciences Ravensburg-Weingarten","ror":"https://ror.org/00s4rmz74","country_code":"DE","type":"education","lineage":["https://openalex.org/I24227732"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tobias Eggendorfer","raw_affiliation_strings":["Hochschule Ravensburg-Weingarten, Weingarten, Germany","Hochschule Ravensburg Weingarten, 88250 Weingarten, Germany"],"affiliations":[{"raw_affiliation_string":"Hochschule Ravensburg-Weingarten, Weingarten, Germany","institution_ids":["https://openalex.org/I24227732"]},{"raw_affiliation_string":"Hochschule Ravensburg Weingarten, 88250 Weingarten, Germany","institution_ids":["https://openalex.org/I24227732"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018765427","display_name":"J\u00f6rg Keller","orcid":"https://orcid.org/0000-0003-0303-6140"},"institutions":[{"id":"https://openalex.org/I120691247","display_name":"University of Hagen","ror":"https://ror.org/04tkkr536","country_code":"DE","type":"education","lineage":["https://openalex.org/I120691247"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jorg Keller","raw_affiliation_strings":["FernUniversit\u00e4t Hagen, Hagen, Germany","FernUniversit\u00e4t Hagen, 58084, Germany"],"affiliations":[{"raw_affiliation_string":"FernUniversit\u00e4t Hagen, Hagen, Germany","institution_ids":["https://openalex.org/I120691247"]},{"raw_affiliation_string":"FernUniversit\u00e4t Hagen, 58084, Germany","institution_ids":["https://openalex.org/I120691247"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5058921299"],"corresponding_institution_ids":["https://openalex.org/I120691247"],"apc_list":null,"apc_paid":null,"fwci":4.1173,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.93994791,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"12","issue":null,"first_page":"98","last_page":"105"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9991000294685364,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9958999752998352,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.9044449925422668},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8099343776702881},{"id":"https://openalex.org/keywords/digital-forensics","display_name":"Digital forensics","score":0.771098792552948},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5592491626739502},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.4890330731868744},{"id":"https://openalex.org/keywords/network-forensics","display_name":"Network forensics","score":0.48466402292251587},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.46845054626464844},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4637710452079773},{"id":"https://openalex.org/keywords/digital-evidence","display_name":"Digital evidence","score":0.4308750033378601},{"id":"https://openalex.org/keywords/digital-data","display_name":"Digital data","score":0.4216685891151428},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.36606264114379883},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36290526390075684},{"id":"https://openalex.org/keywords/data-transmission","display_name":"Data transmission","score":0.23156943917274475},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.16716980934143066}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.9044449925422668},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8099343776702881},{"id":"https://openalex.org/C84418412","wikidata":"https://www.wikidata.org/wiki/Q3246940","display_name":"Digital forensics","level":2,"score":0.771098792552948},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5592491626739502},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.4890330731868744},{"id":"https://openalex.org/C50747538","wikidata":"https://www.wikidata.org/wiki/Q7001032","display_name":"Network forensics","level":3,"score":0.48466402292251587},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.46845054626464844},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4637710452079773},{"id":"https://openalex.org/C2781357168","wikidata":"https://www.wikidata.org/wiki/Q5276084","display_name":"Digital evidence","level":3,"score":0.4308750033378601},{"id":"https://openalex.org/C2778864079","wikidata":"https://www.wikidata.org/wiki/Q173285","display_name":"Digital data","level":3,"score":0.4216685891151428},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.36606264114379883},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36290526390075684},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.23156943917274475},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.16716980934143066},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hpcsim.2015.7237027","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcsim.2015.7237027","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on High Performance Computing & Simulation (HPCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W166809622","https://openalex.org/W1454782005","https://openalex.org/W1781545590","https://openalex.org/W1969238379","https://openalex.org/W2009132875","https://openalex.org/W2014211033","https://openalex.org/W2048376129","https://openalex.org/W2048614946","https://openalex.org/W2118248683","https://openalex.org/W2119631914","https://openalex.org/W2130924213","https://openalex.org/W2137432096","https://openalex.org/W2169856608","https://openalex.org/W2275530856","https://openalex.org/W2724926947","https://openalex.org/W3023230294","https://openalex.org/W3102095724","https://openalex.org/W4249639091","https://openalex.org/W4292693418","https://openalex.org/W6628528786","https://openalex.org/W6638193590","https://openalex.org/W6680261719","https://openalex.org/W6694821995"],"related_works":["https://openalex.org/W4238452393","https://openalex.org/W2489557937","https://openalex.org/W4240498326","https://openalex.org/W4283205458","https://openalex.org/W2480188389","https://openalex.org/W4391002340","https://openalex.org/W1903637638","https://openalex.org/W3024263644","https://openalex.org/W3018602826","https://openalex.org/W4281834465"],"abstract_inverted_index":{"With":[0,129],"the":[1,8,15,31,55,98,123,130,137,145,157],"rise":[2],"of":[3,12,17,58,76,125,148,159],"cloud":[4,59,77,126,141],"computing":[5,78],"environments":[6],"and":[7,106,136],"increasingly":[9],"ubiquitous":[10],"utilization":[11],"its":[13],"opportunities,":[14],"amount":[16,57],"data":[18,93],"analysed":[19],"in":[20,94],"a":[21,48,70,83,112,140,149],"traditional":[22],"digital":[23,50,100],"forensic":[24,51,108,150],"examination":[25],"is":[26,62,80,152],"increasing":[27,30],"significantly,":[28],"thus":[29],"risk":[32,158],"to":[33,46,54,65,89,96,115,119,132],"miss":[34],"evidence.":[35],"Without":[36],"adopting":[37],"new":[38,113],"methodology":[39],"or":[40],"different":[41,74],"approaches":[42],"investigators":[43],"are":[44],"unable":[45],"guarantee":[47],"valid":[49],"investigation.":[52],"Due":[53],"large":[56],"platforms":[60,79],"it":[61],"hardly":[63],"feasible":[64],"identify":[66],"them":[67],"when":[68],"investigating":[69],"computer.":[71],"Knowing":[72],"all":[73],"services":[75],"impossible":[81],"for":[82],"human.":[84],"The":[85],"paper":[86],"therefore":[87],"proposes":[88],"investigate":[90],"raw":[91],"network":[92,105,117],"order":[95],"improve":[97],"complete":[99],"investigation":[101,151],"process":[102],"by":[103],"correlating":[104],"computer":[107],"parts.":[109],"We":[110],"present":[111],"method":[114],"analyse":[116],"traffic":[118],"find":[120],"information":[121],"about":[122],"usage":[124],"specific":[127],"data.":[128],"possibility":[131],"automate":[133],"this":[134],"extraction":[135],"comparison":[138],"with":[139],"service":[142],"knowledge":[143],"base,":[144],"error":[146],"rate":[147],"reduced.":[153],"It":[154],"also":[155],"reduces":[156],"human":[160],"errors.":[161]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}