{"id":"https://openalex.org/W4308691238","doi":"https://doi.org/10.1109/giis56506.2022.9937022","title":"Network Anomalies Detection by Unsupervised Activity Deviations Extraction","display_name":"Network Anomalies Detection by Unsupervised Activity Deviations Extraction","publication_year":2022,"publication_date":"2022-09-26","ids":{"openalex":"https://openalex.org/W4308691238","doi":"https://doi.org/10.1109/giis56506.2022.9937022"},"language":"en","primary_location":{"id":"doi:10.1109/giis56506.2022.9937022","is_oa":false,"landing_page_url":"https://doi.org/10.1109/giis56506.2022.9937022","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 Global Information Infrastructure and Networking Symposium (GIIS)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-03949960","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066518996","display_name":"Christophe Maudoux","orcid":"https://orcid.org/0000-0001-5215-9046"},"institutions":[{"id":"https://openalex.org/I124158823","display_name":"Conservatoire National des Arts et M\u00e9tiers","ror":"https://ror.org/0175hh227","country_code":"FR","type":"education","lineage":["https://openalex.org/I124158823","https://openalex.org/I4210134562"]},{"id":"https://openalex.org/I4210145724","display_name":"Centre d'Etudes et De Recherche en Informatique et Communications","ror":"https://ror.org/044j5mm75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210145724"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Christophe Maudoux","raw_affiliation_strings":["CNAM/Cedric,Paris,France"],"affiliations":[{"raw_affiliation_string":"CNAM/Cedric,Paris,France","institution_ids":["https://openalex.org/I4210145724","https://openalex.org/I124158823"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061900997","display_name":"Selma Boumerdassi","orcid":"https://orcid.org/0000-0003-2603-2433"},"institutions":[{"id":"https://openalex.org/I124158823","display_name":"Conservatoire National des Arts et M\u00e9tiers","ror":"https://ror.org/0175hh227","country_code":"FR","type":"education","lineage":["https://openalex.org/I124158823","https://openalex.org/I4210134562"]},{"id":"https://openalex.org/I4210145724","display_name":"Centre d'Etudes et De Recherche en Informatique et Communications","ror":"https://ror.org/044j5mm75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210145724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Selma Boumerdassi","raw_affiliation_strings":["CNAM/Cedric,Paris,France"],"affiliations":[{"raw_affiliation_string":"CNAM/Cedric,Paris,France","institution_ids":["https://openalex.org/I4210145724","https://openalex.org/I124158823"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5066518996"],"corresponding_institution_ids":["https://openalex.org/I124158823","https://openalex.org/I4210145724"],"apc_list":null,"apc_paid":null,"fwci":0.2854,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.58790048,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9994999766349792,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9976000189781189,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7982592582702637},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6945220232009888},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6873103380203247},{"id":"https://openalex.org/keywords/upstream","display_name":"Upstream (networking)","score":0.6063784956932068},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5338930487632751},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.47029897570610046},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4586922526359558},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.41773349046707153},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.41557779908180237},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34301304817199707},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.07942125201225281}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7982592582702637},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6945220232009888},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6873103380203247},{"id":"https://openalex.org/C191172861","wikidata":"https://www.wikidata.org/wiki/Q7899321","display_name":"Upstream (networking)","level":2,"score":0.6063784956932068},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5338930487632751},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.47029897570610046},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4586922526359558},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.41773349046707153},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.41557779908180237},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34301304817199707},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.07942125201225281},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/giis56506.2022.9937022","is_oa":false,"landing_page_url":"https://doi.org/10.1109/giis56506.2022.9937022","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 Global Information Infrastructure and Networking Symposium (GIIS)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03949960v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03949960","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://giis2022.org/","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03949960v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03949960","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://giis2022.org/","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1585610988","https://openalex.org/W2106581202","https://openalex.org/W2984787239","https://openalex.org/W3006292336","https://openalex.org/W3012225454","https://openalex.org/W3118432735","https://openalex.org/W3169117630","https://openalex.org/W4210628263","https://openalex.org/W6635035540"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W3210364259","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W2912112202","https://openalex.org/W2667207928","https://openalex.org/W4300558037","https://openalex.org/W4377864969","https://openalex.org/W3030345572"],"abstract_inverted_index":{"More":[0],"and":[1],"more":[2],"organizations":[3],"are":[4,47,91],"under":[5],"cyberattacks.":[6],"To":[7],"prevent":[8],"this":[9],"kind":[10],"of":[11,35],"threats,":[12],"it":[13,80],"is":[14,58],"essential":[15],"to":[16,60,111,115],"detect":[17,112],"them":[18],"upstream":[19],"by":[20,98],"highlighting":[21],"abnormal":[22],"activities":[23],"within":[24],"networks.":[25],"This":[26],"paper":[27],"presents":[28],"our":[29,104],"anomalies":[30,113],"detection":[31],"approach":[32],"that":[33,62,82],"consists":[34],"aggregating":[36],"pre-processed":[37],"network":[38,71,84],"flows":[39],"into":[40,49],"sectors.":[41],"Then":[42],"for":[43,73],"each":[44],"sector,":[45],"data":[46],"split":[48],"equal":[50],"time":[51],"periods.":[52],"Finally":[53],"an":[54],"unsupervised":[55],"clustering":[56],"algorithm":[57],"employed":[59],"extract":[61],"we":[63,107],"called":[64],"activity":[65,72],"deviations.":[66],"If":[67],"a":[68,83,94,99],"specific":[69,75],"sector":[70],"one":[74],"period":[76],"differs":[77],"from":[78],"others,":[79],"means":[81],"anomaly":[85],"has":[86],"been":[87,109],"detected.":[88],"Our":[89],"experiments":[90],"based":[92],"on":[93],"real":[95,116],"dataset":[96],"provided":[97],"French":[100],"mobile":[101],"operator.":[102],"With":[103],"proposed":[105],"method,":[106],"have":[108],"able":[110],"corresponding":[114],"crowded":[117],"events":[118],"like":[119],"fire,":[120],"soccer":[121],"match":[122],"or":[123],"concert.":[124]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}
