{"id":"https://openalex.org/W2792861681","doi":"https://doi.org/10.1145/3170521.3170523","title":"Characterization of network behavior to detect changes","display_name":"Characterization of network behavior to detect changes","publication_year":2018,"publication_date":"2018-01-04","ids":{"openalex":"https://openalex.org/W2792861681","doi":"https://doi.org/10.1145/3170521.3170523","mag":"2792861681"},"language":"en","primary_location":{"id":"doi:10.1145/3170521.3170523","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3170521.3170523","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Workshop Program of the 19th International Conference on Distributed Computing and Networking","raw_type":"proceedings-article"},"type":"conference-paper","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/A5066858845","display_name":"Karl Tgavalekos","orcid":null},"institutions":[{"id":"https://openalex.org/I33434090","display_name":"University of Massachusetts Boston","ror":"https://ror.org/04ydmy275","country_code":"US","type":"education","lineage":["https://openalex.org/I33434090"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Karl Tgavalekos","raw_affiliation_strings":["University of Massachusetts Boston"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Massachusetts Boston","institution_ids":["https://openalex.org/I33434090"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071183447","display_name":"Josephine Namayanja","orcid":"https://orcid.org/0000-0001-6786-2551"},"institutions":[{"id":"https://openalex.org/I33434090","display_name":"University of Massachusetts Boston","ror":"https://ror.org/04ydmy275","country_code":"US","type":"education","lineage":["https://openalex.org/I33434090"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Josephine M. Namayanja","raw_affiliation_strings":["University of Massachusetts Boston"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Massachusetts Boston","institution_ids":["https://openalex.org/I33434090"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057688178","display_name":"Rasheed Alhassan","orcid":null},"institutions":[{"id":"https://openalex.org/I33434090","display_name":"University of Massachusetts Boston","ror":"https://ror.org/04ydmy275","country_code":"US","type":"education","lineage":["https://openalex.org/I33434090"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rasheed Alhassan","raw_affiliation_strings":["University of Massachusetts Boston"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Massachusetts Boston","institution_ids":["https://openalex.org/I33434090"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I33434090"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.01679854,"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":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9994999766349792,"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":0.9994999766349792,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9988999962806702,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9936000108718872,"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":0.7415065765380859},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.7172538638114929},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.5897975564002991},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5639270544052124},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5623159408569336},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5556052327156067},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5156003832817078},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.48402994871139526},{"id":"https://openalex.org/keywords/network-monitoring","display_name":"Network monitoring","score":0.4441675543785095},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36147546768188477},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.28814974427223206},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2209053635597229}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7415065765380859},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.7172538638114929},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.5897975564002991},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5639270544052124},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5623159408569336},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5556052327156067},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5156003832817078},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.48402994871139526},{"id":"https://openalex.org/C81877898","wikidata":"https://www.wikidata.org/wiki/Q1965787","display_name":"Network monitoring","level":2,"score":0.4441675543785095},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36147546768188477},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.28814974427223206},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2209053635597229},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3170521.3170523","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3170521.3170523","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Workshop Program of the 19th International Conference on Distributed Computing and Networking","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1854214752","https://openalex.org/W1998496248","https://openalex.org/W1998710743","https://openalex.org/W2008549849","https://openalex.org/W2042378654","https://openalex.org/W2046660258","https://openalex.org/W2056451850","https://openalex.org/W2056944867","https://openalex.org/W2087194317","https://openalex.org/W2094355489","https://openalex.org/W2106655090","https://openalex.org/W2170810185","https://openalex.org/W2399811128","https://openalex.org/W2610241291","https://openalex.org/W4244760943","https://openalex.org/W6639055396","https://openalex.org/W6672140376"],"related_works":["https://openalex.org/W2061466315","https://openalex.org/W2376886931","https://openalex.org/W2010561419","https://openalex.org/W2374845301","https://openalex.org/W2351448539","https://openalex.org/W1977863481","https://openalex.org/W2384741105","https://openalex.org/W1495178644","https://openalex.org/W2185594426","https://openalex.org/W2377372927"],"abstract_inverted_index":{"This":[0,131],"paper":[1,132],"explores":[2],"the":[3,33,41,63,71,75,113,120,134,140],"process":[4,64],"of":[5,50,58,65,115,127,136],"change":[6,106],"detection":[7,46,67],"to":[8,22,37,94,108,142,157],"identify":[9],"shifts":[10],"in":[11,56,74,82,125,148],"network":[12,34,123,141,146],"behavior":[13,73],"that":[14,153],"are":[15,54,87],"associated":[16,107],"with":[17],"cyberattacks.":[18],"Our":[19,100],"objective":[20],"is":[21,35,97,102],"select":[23],"targeted":[24],"points":[25,147],"such":[26,111],"as":[27,112],"key":[28,128,145],"nodes":[29],"whose":[30],"role":[31],"on":[32,69,144,159],"vital":[36],"ensure":[38],"communication":[39,78],"across":[40],"network.":[42,76],"While":[43],"traditional":[44],"intrusion":[45],"techniques":[47],"require":[48],"knowledge":[49],"attack":[51],"signatures,":[52],"they":[53],"limited":[55],"cases":[57],"novel":[59],"attacks.":[60],"More":[61],"so":[62],"anomaly":[66],"focuses":[68],"identifying":[70,149],"unusual":[72],"However,":[77],"patterns":[79],"fluctuate":[80],"especially":[81],"real":[83],"world":[84],"networks":[85],"which":[86,118],"complex":[88],"and":[89],"thus":[90],"makes":[91],"it":[92],"challenging":[93],"conclude":[95],"what":[96],"truly":[98],"abnormal.":[99],"approach":[101],"geared":[103],"towards":[104],"detecting":[105],"potential":[109,150],"threats":[110,152],"onset":[114],"a":[116,122,160],"cyberattack,":[117],"changes":[119],"way":[121],"appears":[124],"terms":[126],"graph":[129],"properties.":[130],"highlights":[133],"importance":[135],"drilling":[137],"down":[138],"into":[139],"focus":[143],"cyber":[151],"may":[154],"be":[155],"difficult":[156],"detect":[158],"larger":[161],"scale.":[162]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}