{"id":"https://openalex.org/W1583672009","doi":"https://doi.org/10.1109/saci.2015.7208257","title":"Cloud computing digital forensics framework for automated anomalies detection","display_name":"Cloud computing digital forensics framework for automated anomalies detection","publication_year":2015,"publication_date":"2015-05-01","ids":{"openalex":"https://openalex.org/W1583672009","doi":"https://doi.org/10.1109/saci.2015.7208257","mag":"1583672009"},"language":"en","primary_location":{"id":"doi:10.1109/saci.2015.7208257","is_oa":false,"landing_page_url":"https://doi.org/10.1109/saci.2015.7208257","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 10th Jubilee International Symposium on Applied Computational Intelligence and Informatics","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/A5110437980","display_name":"Alecsandru P\u0103tra\u015fcu","orcid":null},"institutions":[{"id":"https://openalex.org/I2802885015","display_name":"Military Technical Academy","ror":"https://ror.org/01tqmsq19","country_code":"RO","type":"education","lineage":["https://openalex.org/I2802885015"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Alecsandru Patrascu","raw_affiliation_strings":["Computer Science Department, Military Technical Academy, Bucharest, Romania","Military Technical Academy, Computer Science Department, Bucharest, Romania"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Military Technical Academy, Bucharest, Romania","institution_ids":["https://openalex.org/I2802885015"]},{"raw_affiliation_string":"Military Technical Academy, Computer Science Department, Bucharest, Romania","institution_ids":["https://openalex.org/I2802885015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045284739","display_name":"Marius-Alexandru Velciu","orcid":null},"institutions":[{"id":"https://openalex.org/I2802885015","display_name":"Military Technical Academy","ror":"https://ror.org/01tqmsq19","country_code":"RO","type":"education","lineage":["https://openalex.org/I2802885015"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Marius-Alexandru Velciu","raw_affiliation_strings":["Computer Science Department, Military Technical Academy, Bucharest, Romania","Military Technical Academy, Computer Science Department, Bucharest, Romania"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Military Technical Academy, Bucharest, Romania","institution_ids":["https://openalex.org/I2802885015"]},{"raw_affiliation_string":"Military Technical Academy, Computer Science Department, Bucharest, Romania","institution_ids":["https://openalex.org/I2802885015"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111912596","display_name":"Victor Valeriu Patriciu","orcid":null},"institutions":[{"id":"https://openalex.org/I2802885015","display_name":"Military Technical Academy","ror":"https://ror.org/01tqmsq19","country_code":"RO","type":"education","lineage":["https://openalex.org/I2802885015"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Victor Valeriu Patriciu","raw_affiliation_strings":["Computer Science Department, Military Technical Academy, Bucharest, Romania","Military Technical Academy, Computer Science Department, Bucharest, Romania"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Military Technical Academy, Bucharest, Romania","institution_ids":["https://openalex.org/I2802885015"]},{"raw_affiliation_string":"Military Technical Academy, Computer Science Department, Bucharest, Romania","institution_ids":["https://openalex.org/I2802885015"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5110437980"],"corresponding_institution_ids":["https://openalex.org/I2802885015"],"apc_list":null,"apc_paid":null,"fwci":1.5892,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.87019081,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"505","last_page":"510"},"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":0.9991999864578247,"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":0.9950000047683716,"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/computer-science","display_name":"Computer science","score":0.8532227277755737},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8073322176933289},{"id":"https://openalex.org/keywords/backup","display_name":"Backup","score":0.7630100250244141},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.5978530049324036},{"id":"https://openalex.org/keywords/digital-forensics","display_name":"Digital forensics","score":0.5909493565559387},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5015599727630615},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.36037230491638184},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3482361435890198}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8532227277755737},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8073322176933289},{"id":"https://openalex.org/C2780945871","wikidata":"https://www.wikidata.org/wiki/Q194274","display_name":"Backup","level":2,"score":0.7630100250244141},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.5978530049324036},{"id":"https://openalex.org/C84418412","wikidata":"https://www.wikidata.org/wiki/Q3246940","display_name":"Digital forensics","level":2,"score":0.5909493565559387},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5015599727630615},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.36037230491638184},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3482361435890198},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/saci.2015.7208257","is_oa":false,"landing_page_url":"https://doi.org/10.1109/saci.2015.7208257","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 10th Jubilee International Symposium on Applied Computational Intelligence and Informatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1993586921","https://openalex.org/W2010965336","https://openalex.org/W2014211033","https://openalex.org/W2026783791","https://openalex.org/W2041698954","https://openalex.org/W2058883231","https://openalex.org/W2082135129","https://openalex.org/W2118024052","https://openalex.org/W2628759714","https://openalex.org/W6677619944"],"related_works":["https://openalex.org/W2505820029","https://openalex.org/W2354924268","https://openalex.org/W4378234050","https://openalex.org/W1545955397","https://openalex.org/W3124171372","https://openalex.org/W572531444","https://openalex.org/W2921575628","https://openalex.org/W2235294519","https://openalex.org/W4248174414","https://openalex.org/W2943837643"],"abstract_inverted_index":{"Cloud":[0],"Computing":[1],"is":[2,70,74,92],"one":[3],"of":[4,30,43,89,124],"the":[5,18,40,47,56,60,68,79,108,153,159,180],"most":[6],"important":[7],"paradigms":[8],"used":[9],"in":[10,54,122],"today's":[11],"digital":[12,26],"environment":[13],"because":[14],"they":[15],"offer":[16],"to":[17,32,52,97,128,139,162],"user":[19],"benefits":[20],"such":[21],"as":[22],"virtual":[23,82,142],"machine":[24,167],"renting,":[25],"information":[27,57,160],"backup,":[28],"ease":[29],"access":[31],"stored":[33,77],"data":[34,69,105],"and":[35,76,111,117,121,155,176],"many":[36],"other.":[37],"Together":[38],"with":[39,114],"increased":[41],"usage":[42,119],"these":[44],"technologies,":[45],"at":[46,78,145],"datacenter":[48,147],"level":[49],"we":[50,95,134,157],"need":[51,96],"know":[53],"detail":[55],"flux":[58],"between":[59],"computing":[61],"nodes.":[62],"More":[63],"exactly,":[64],"on":[65,94],"which":[66],"server":[67],"processed,":[71],"how":[72,156],"it":[73,91],"manipulated":[75],"physical":[80],"or":[81],"level.":[83,148],"To":[84],"have":[85,98],"a":[86,99,125,136,146],"full":[87],"picture":[88],"what":[90],"going":[93],"centralized":[100],"system":[101],"that":[102],"can":[103],"collect":[104],"regarding":[106],"about":[107,152],"datacenters":[109],"status":[110],"correlate":[112],"them":[113],"known":[115],"anomalies":[116,166],"other":[118],"patterns":[120],"case":[123],"security":[126],"breach":[127],"act":[129],"accordingly.":[130],"In":[131],"this":[132],"paper":[133],"present":[135,172],"new":[137],"way":[138],"monitor":[140],"running":[141],"machines":[143],"existing":[144],"We":[149,170],"will":[150],"talk":[151],"architecture,":[154],"use":[158],"collected":[161],"train":[163],"our":[164],"automated":[165],"learning":[168],"modules.":[169],"also":[171],"some":[173],"implementation":[174],"details":[175],"results":[177],"taken":[178],"from":[179],"experimental":[181],"setup.":[182]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}