{"id":"https://openalex.org/W4285813926","doi":"https://doi.org/10.1109/iwcmc55113.2022.9824978","title":"ANOM-DGCN: Detection of Anomalies in Dynamic Networks using Deviated Graph Convolution Network","display_name":"ANOM-DGCN: Detection of Anomalies in Dynamic Networks using Deviated Graph Convolution Network","publication_year":2022,"publication_date":"2022-05-30","ids":{"openalex":"https://openalex.org/W4285813926","doi":"https://doi.org/10.1109/iwcmc55113.2022.9824978"},"language":"en","primary_location":{"id":"doi:10.1109/iwcmc55113.2022.9824978","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc55113.2022.9824978","pdf_url":null,"source":{"id":"https://openalex.org/S4363605313","display_name":"2022 International Wireless Communications and Mobile Computing (IWCMC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Wireless Communications and Mobile Computing (IWCMC)","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/A5037557352","display_name":"Bhumika Bhumika","orcid":null},"institutions":[{"id":"https://openalex.org/I154549908","display_name":"Indian Institute of Technology Jodhpur","ror":"https://ror.org/03yacj906","country_code":"IN","type":"education","lineage":["https://openalex.org/I154549908"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Bhumika","raw_affiliation_strings":["Indian Institute of Technology,Department of Computer Science and Engineering,Jodhpur,India","Department of Computer Science and Engineering, Indian Institute of Technology, Jodhpur, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology,Department of Computer Science and Engineering,Jodhpur,India","institution_ids":["https://openalex.org/I154549908"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Technology, Jodhpur, India","institution_ids":["https://openalex.org/I154549908"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029519822","display_name":"Debasis Das","orcid":"https://orcid.org/0000-0001-6205-4096"},"institutions":[{"id":"https://openalex.org/I154549908","display_name":"Indian Institute of Technology Jodhpur","ror":"https://ror.org/03yacj906","country_code":"IN","type":"education","lineage":["https://openalex.org/I154549908"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Debasis Das","raw_affiliation_strings":["Indian Institute of Technology,Department of Computer Science and Engineering,Jodhpur,India","Department of Computer Science and Engineering, Indian Institute of Technology, Jodhpur, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology,Department of Computer Science and Engineering,Jodhpur,India","institution_ids":["https://openalex.org/I154549908"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Technology, Jodhpur, India","institution_ids":["https://openalex.org/I154549908"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5037557352"],"corresponding_institution_ids":["https://openalex.org/I154549908"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11132075,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"99","issue":null,"first_page":"1273","last_page":"1278"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9994000196456909,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9988999962806702,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8192547559738159},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6219627857208252},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.5996639728546143},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5080626010894775},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.4927807152271271},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3652249574661255},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31857892870903015},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.16325345635414124}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8192547559738159},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6219627857208252},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.5996639728546143},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5080626010894775},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.4927807152271271},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3652249574661255},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31857892870903015},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.16325345635414124},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iwcmc55113.2022.9824978","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc55113.2022.9824978","pdf_url":null,"source":{"id":"https://openalex.org/S4363605313","display_name":"2022 International Wireless Communications and Mobile Computing (IWCMC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Wireless Communications and Mobile Computing (IWCMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7300000190734863,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W309312769","https://openalex.org/W1769426539","https://openalex.org/W2224609888","https://openalex.org/W2348679751","https://openalex.org/W2405035562","https://openalex.org/W2473813716","https://openalex.org/W2625814963","https://openalex.org/W2730363704","https://openalex.org/W2767751916","https://openalex.org/W2796013264","https://openalex.org/W2797283471","https://openalex.org/W2906694449","https://openalex.org/W2912974153","https://openalex.org/W2913991297","https://openalex.org/W2940979392","https://openalex.org/W2941287638","https://openalex.org/W2945996535","https://openalex.org/W2951086007","https://openalex.org/W2964015378","https://openalex.org/W2966841471","https://openalex.org/W2998647325","https://openalex.org/W3016757214","https://openalex.org/W6726873649","https://openalex.org/W6770239693"],"related_works":["https://openalex.org/W2392768766","https://openalex.org/W2058118494","https://openalex.org/W2382021449","https://openalex.org/W2095118173","https://openalex.org/W2104269053","https://openalex.org/W2106424170","https://openalex.org/W1985426483","https://openalex.org/W2501188010","https://openalex.org/W4299935056","https://openalex.org/W2010935248"],"abstract_inverted_index":{"In":[0,70],"the":[1,4,43,46,84,94],"digital":[2],"era,":[3],"web":[5],"and":[6,99,114,131],"social":[7],"networks":[8,24,34],"have":[9],"become":[10],"an":[11],"essential":[12],"part":[13],"of":[14,64,83,129],"our":[15,117],"society's":[16],"daily":[17],"lives.":[18],"Generally,":[19],"people":[20],"worldwide":[21],"use":[22,89],"these":[23,33],"to":[25,57],"access":[26],"or":[27,51],"share":[28],"information,":[29],"but":[30],"communication":[31,100],"over":[32],"also":[35],"has":[36],"anomalous":[37,40],"behavior.":[38],"The":[39],"behavior":[41],"is":[42,49,81],"change":[44],"in":[45],"network":[47,95],"that":[48,54,92],"abnormal":[50],"rare":[52],"occurrences":[53],"may":[55],"relate":[56],"frauds,":[58],"real-life":[59],"events,":[60],"shilling":[61],"attacks,":[62,66],"denial":[63],"service":[65],"follower":[67],"boosting":[68],"etc.":[69],"this":[71],"paper,":[72],"we":[73],"propose":[74],"a":[75],"novel":[76],"method,":[77],"i.e.,":[78],"ANOM-DGCN,":[79],"which":[80],"modification":[82],"graph":[85,91],"convolution":[86],"network.":[87],"We":[88,103],"attributed":[90],"represents":[93],"dynamics":[96],"as":[97,101,111],"attributes":[98],"edges.":[102],"conduct":[104],"experiments":[105],"on":[106],"publicly":[107],"available":[108],"datasets,":[109],"such":[110],"Enron,":[112],"DARPA,":[113],"TwitterSecurity,":[115],"where":[116],"proposed":[118],"method":[119],"outperforms":[120],"existing":[121],"state-of-the-art":[122],"models.":[123],"ANOM-DGCN":[124],"present":[125],"results":[126],"with":[127],"AUC":[128],"83%":[130],"provide":[132],"spatial-temporal":[133],"metadata":[134],"for":[135],"further":[136],"analysis.":[137]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
