{"id":"https://openalex.org/W2736984552","doi":"https://doi.org/10.1109/cybconf.2017.7985760","title":"Applying high-performance bioinformatics tools for outlier detection in log data","display_name":"Applying high-performance bioinformatics tools for outlier detection in log data","publication_year":2017,"publication_date":"2017-06-01","ids":{"openalex":"https://openalex.org/W2736984552","doi":"https://doi.org/10.1109/cybconf.2017.7985760","mag":"2736984552"},"language":"en","primary_location":{"id":"doi:10.1109/cybconf.2017.7985760","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cybconf.2017.7985760","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 3rd IEEE International Conference on Cybernetics (CYBCONF)","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/A5029942543","display_name":"Markus Wurzenberger","orcid":"https://orcid.org/0000-0003-3259-6972"},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Markus Wurzenberger","raw_affiliation_strings":["Austrian Institute of Technology GmbH, Wien, Wien, AT"],"affiliations":[{"raw_affiliation_string":"Austrian Institute of Technology GmbH, Wien, Wien, AT","institution_ids":["https://openalex.org/I132118926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088439816","display_name":"Florian Skopik","orcid":"https://orcid.org/0000-0002-1922-7892"},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Florian Skopik","raw_affiliation_strings":["Austrian Institute of Technology, Center for Digital Safety and Security, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Austrian Institute of Technology, Center for Digital Safety and Security, Vienna, Austria","institution_ids":["https://openalex.org/I132118926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010095823","display_name":"Roman Fiedler","orcid":"https://orcid.org/0000-0001-7924-8495"},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Roman Fiedler","raw_affiliation_strings":["Austrian Institute of Technology, Center for Digital Safety and Security, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Austrian Institute of Technology, Center for Digital Safety and Security, Vienna, Austria","institution_ids":["https://openalex.org/I132118926"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089919338","display_name":"Wolfgang K\u00e4stner","orcid":"https://orcid.org/0000-0001-5420-404X"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Wolfgang Kastner","raw_affiliation_strings":["Vienna University of Technology, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Vienna University of Technology, Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5029942543"],"corresponding_institution_ids":["https://openalex.org/I132118926"],"apc_list":null,"apc_paid":null,"fwci":0.39,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.69882227,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"10","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9988999962806702,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9958000183105469,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8123893141746521},{"id":"https://openalex.org/keywords/netflow","display_name":"NetFlow","score":0.723886251449585},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.710641622543335},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6830822229385376},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6632270812988281},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5858186483383179},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.553808331489563},{"id":"https://openalex.org/keywords/ransomware","display_name":"Ransomware","score":0.5111218094825745},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.46389225125312805},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.44074827432632446},{"id":"https://openalex.org/keywords/blacklisting","display_name":"Blacklisting","score":0.4353163242340088},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2623763084411621},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.14299684762954712}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8123893141746521},{"id":"https://openalex.org/C188067584","wikidata":"https://www.wikidata.org/wiki/Q219363","display_name":"NetFlow","level":2,"score":0.723886251449585},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.710641622543335},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6830822229385376},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6632270812988281},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5858186483383179},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.553808331489563},{"id":"https://openalex.org/C2777667771","wikidata":"https://www.wikidata.org/wiki/Q926331","display_name":"Ransomware","level":3,"score":0.5111218094825745},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.46389225125312805},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.44074827432632446},{"id":"https://openalex.org/C2779797433","wikidata":"https://www.wikidata.org/wiki/Q632959","display_name":"Blacklisting","level":2,"score":0.4353163242340088},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2623763084411621},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.14299684762954712},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cybconf.2017.7985760","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cybconf.2017.7985760","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 3rd IEEE International Conference on Cybernetics (CYBCONF)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.4300000071525574,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1501500081","https://openalex.org/W1577117059","https://openalex.org/W1647671624","https://openalex.org/W1661413208","https://openalex.org/W1776907164","https://openalex.org/W1995106824","https://openalex.org/W2015292449","https://openalex.org/W2068448872","https://openalex.org/W2074231493","https://openalex.org/W2087064593","https://openalex.org/W2089647250","https://openalex.org/W2094031081","https://openalex.org/W2122646361","https://openalex.org/W2124351063","https://openalex.org/W2135083016","https://openalex.org/W2137130182","https://openalex.org/W2143210482","https://openalex.org/W2165654401","https://openalex.org/W2291057794","https://openalex.org/W2342204193","https://openalex.org/W2539303643","https://openalex.org/W4282975758","https://openalex.org/W6634531175","https://openalex.org/W6636915900"],"related_works":["https://openalex.org/W2134539183","https://openalex.org/W2359209543","https://openalex.org/W3201228709","https://openalex.org/W2370801098","https://openalex.org/W2380475535","https://openalex.org/W2377112249","https://openalex.org/W2005813008","https://openalex.org/W2017968904","https://openalex.org/W2766516664","https://openalex.org/W3203256144"],"abstract_inverted_index":{"Most":[0],"of":[1,125,146,196],"today's":[2,36],"security":[3,7],"solutions,":[4],"such":[5],"as":[6],"information":[8],"and":[9,13,25,29,38,46,52,54,104,193],"event":[10],"management":[11],"(SIEM)":[12],"signature":[14],"based":[15,95],"IDS,":[16],"require":[17],"the":[18,123,190,197],"operator":[19],"to":[20,70,87,162,170,176,184],"evaluate":[21],"potential":[22],"attack":[23],"vectors":[24],"update":[26],"detection":[27,83,175,191],"signatures":[28],"rules":[30],"in":[31,148],"a":[32,61,77,89],"timely":[33,177],"manner.":[34],"However,":[35],"sophisticated":[37],"tailored":[39],"advanced":[40],"persistent":[41],"threats":[42],"(APT),":[43],"malware,":[44],"ransomware":[45],"rootkits,":[47],"can":[48,141,159],"be":[49,68,160],"so":[50],"complex":[51],"diverse,":[53],"often":[55],"use":[56],"zero":[57],"day":[58],"exploits,":[59],"that":[60,140,182],"pure":[62],"signature-based":[63],"blacklisting":[64],"approach":[65],"would":[66],"not":[67],"sufficient":[69],"detect":[71],"them.":[72],"Therefore,":[73],"we":[74,153,188],"could":[75],"observe":[76],"major":[78],"paradigm":[79],"shift":[80],"towards":[81],"anomaly-based":[82],"mechanisms,":[84],"which":[85],"try":[86],"establish":[88],"system":[90,100,180],"behavior":[91,181],"baseline":[92],"-":[93,103],"either":[94],"on":[96],"netflow":[97],"data":[98,102,127,147,172],"or":[99],"logging":[101],"report":[105],"any":[106],"deviations":[107],"from":[108,119],"this":[109,143,151,164],"baseline.":[110],"While":[111],"these":[112],"approaches":[113],"look":[114],"promising,":[115],"they":[116],"usually":[117],"suffer":[118],"scalability":[120],"issues.":[121],"As":[122],"amount":[124,145],"log":[126,171],"generated":[128],"during":[129],"IT":[130],"operations":[131],"is":[132],"exponentially":[133],"growing,":[134],"high-performance":[135,156],"analysis":[136],"methods":[137],"are":[138],"required":[139],"handle":[142],"huge":[144],"real-time.":[149],"In":[150],"paper,":[152],"demonstrate":[154],"how":[155],"bioinformatics":[157],"tools":[158],"applied":[161],"tackle":[163],"issue.":[165],"We":[166],"investigate":[167],"their":[168],"application":[169],"for":[173],"outlier":[174],"reveal":[178],"anomalous":[179],"points":[183],"cyber":[185],"attacks.":[186],"Finally,":[187],"assess":[189],"capability":[192],"run-time":[194],"performance":[195],"proposed":[198],"approach.":[199]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}