{"id":"https://openalex.org/W3158118057","doi":"https://doi.org/10.1109/mcom.001.2000368","title":"Isolation Forest-Based Mechanism to Defend against Interest Flooding Attacks in Named Data Networking","display_name":"Isolation Forest-Based Mechanism to Defend against Interest Flooding Attacks in Named Data Networking","publication_year":2021,"publication_date":"2021-03-01","ids":{"openalex":"https://openalex.org/W3158118057","doi":"https://doi.org/10.1109/mcom.001.2000368","mag":"3158118057"},"language":"en","primary_location":{"id":"doi:10.1109/mcom.001.2000368","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.001.2000368","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Communications Magazine","raw_type":"journal-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/A5066750699","display_name":"Guanglin Xing","orcid":null},"institutions":[{"id":"https://openalex.org/I174442536","display_name":"South Central Minzu University","ror":"https://ror.org/03d7sax13","country_code":"CN","type":"education","lineage":["https://openalex.org/I174442536"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanglin Xing","raw_affiliation_strings":["South-Central University for Nationalities, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"South-Central University for Nationalities, China","institution_ids":["https://openalex.org/I174442536"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100783106","display_name":"Jing Chen","orcid":"https://orcid.org/0000-0001-5689-4742"},"institutions":[{"id":"https://openalex.org/I174442536","display_name":"South Central Minzu University","ror":"https://ror.org/03d7sax13","country_code":"CN","type":"education","lineage":["https://openalex.org/I174442536"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Chen","raw_affiliation_strings":["South-Central University for Nationalities, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"South-Central University for Nationalities, China","institution_ids":["https://openalex.org/I174442536"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022809193","display_name":"Rui Hou","orcid":"https://orcid.org/0000-0001-7607-782X"},"institutions":[{"id":"https://openalex.org/I174442536","display_name":"South Central Minzu University","ror":"https://ror.org/03d7sax13","country_code":"CN","type":"education","lineage":["https://openalex.org/I174442536"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Hou","raw_affiliation_strings":["South-Central University for Nationalities, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"South-Central University for Nationalities, China","institution_ids":["https://openalex.org/I174442536"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102985860","display_name":"Lingyun Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I174442536","display_name":"South Central Minzu University","ror":"https://ror.org/03d7sax13","country_code":"CN","type":"education","lineage":["https://openalex.org/I174442536"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingyun Zhou","raw_affiliation_strings":["South-Central University for Nationalities, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"South-Central University for Nationalities, China","institution_ids":["https://openalex.org/I174442536"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061453937","display_name":"Mianxiong Dong","orcid":"https://orcid.org/0000-0002-2788-3451"},"institutions":[{"id":"https://openalex.org/I41725924","display_name":"Muroran Institute of Technology","ror":"https://ror.org/04rymkk69","country_code":"JP","type":"education","lineage":["https://openalex.org/I41725924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Mianxiong Dong","raw_affiliation_strings":["Muroran Institute of Technology, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Muroran Institute of Technology, Japan","institution_ids":["https://openalex.org/I41725924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077093242","display_name":"Deze Zeng","orcid":"https://orcid.org/0000-0003-3276-1202"},"institutions":[{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Deze Zeng","raw_affiliation_strings":["China University of Geosciences, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China University of Geosciences, China","institution_ids":["https://openalex.org/I3125743391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052677758","display_name":"Jiangtao Luo","orcid":"https://orcid.org/0000-0002-9160-3047"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiangtao Luo","raw_affiliation_strings":["Chongqing University of Posts and Telecommunications, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing University of Posts and Telecommunications, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071592220","display_name":"Maode Ma","orcid":"https://orcid.org/0000-0003-1438-7018"},"institutions":[{"id":"https://openalex.org/I4210115515","display_name":"Nanyang Institute of Technology","ror":"https://ror.org/0203c2755","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210115515"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Maode Ma","raw_affiliation_strings":["Nanyang Technological University, Nanyang Technology University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Nanyang Technology University, China","institution_ids":["https://openalex.org/I4210115515"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.0464,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.91410207,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"59","issue":"3","first_page":"98","last_page":"103"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","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/T11478","display_name":"Caching and Content Delivery","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/T12038","display_name":"Covalent Organic Framework Applications","score":0.9851999878883362,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9779999852180481,"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":0.8648963570594788},{"id":"https://openalex.org/keywords/flooding","display_name":"Flooding (psychology)","score":0.702485203742981},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6472647190093994},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.6447868347167969},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.6292603611946106},{"id":"https://openalex.org/keywords/isolation","display_name":"Isolation (microbiology)","score":0.6065890192985535},{"id":"https://openalex.org/keywords/prefix","display_name":"Prefix","score":0.5265598297119141},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5170812606811523},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.4994802474975586}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8648963570594788},{"id":"https://openalex.org/C186594467","wikidata":"https://www.wikidata.org/wiki/Q1429176","display_name":"Flooding (psychology)","level":2,"score":0.702485203742981},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6472647190093994},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.6447868347167969},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6292603611946106},{"id":"https://openalex.org/C2775941552","wikidata":"https://www.wikidata.org/wiki/Q25212305","display_name":"Isolation (microbiology)","level":2,"score":0.6065890192985535},{"id":"https://openalex.org/C141603448","wikidata":"https://www.wikidata.org/wiki/Q134830","display_name":"Prefix","level":2,"score":0.5265598297119141},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5170812606811523},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.4994802474975586},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C89423630","wikidata":"https://www.wikidata.org/wiki/Q7193","display_name":"Microbiology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mcom.001.2000368","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.001.2000368","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Communications Magazine","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G1577116195","display_name":"\u5149\u547d\u540d\u6570\u636e\u7f51\u7edc\u4e2d\u6570\u636e\u5206\u7247\u53ca\u91cd\u4f20\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61972424","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1488072645","https://openalex.org/W2014952121","https://openalex.org/W2018793106","https://openalex.org/W2025584455","https://openalex.org/W2068860357","https://openalex.org/W2155903900","https://openalex.org/W2296719434","https://openalex.org/W2302990111","https://openalex.org/W2584614223","https://openalex.org/W2735750480","https://openalex.org/W2781588923","https://openalex.org/W2804794846","https://openalex.org/W2917581757","https://openalex.org/W2941916044","https://openalex.org/W3101127592","https://openalex.org/W3196401314","https://openalex.org/W6629472311","https://openalex.org/W6800215664"],"related_works":["https://openalex.org/W3196321793","https://openalex.org/W3080705045","https://openalex.org/W2385527937","https://openalex.org/W2005880840","https://openalex.org/W4385305499","https://openalex.org/W3173108628","https://openalex.org/W2507465767","https://openalex.org/W2373597927","https://openalex.org/W2166344389","https://openalex.org/W2137811827"],"abstract_inverted_index":{"Interest":[0,27,141],"flooding":[1],"attacks":[2,76],"(IFAs)":[3],"are":[4],"widely":[5],"regarded":[6],"as":[7,37],"being":[8],"among":[9,129],"the":[10,23,48,58,95,112,137,150],"most":[11],"harmful":[12],"security":[13],"risks":[14],"in":[15,85,110,161],"named":[16],"data":[17,50],"networking":[18],"(NDN).":[19],"Through":[20],"an":[21,87,98,106],"IFA,":[22],"attacker":[24],"injects":[25],"numerous":[26],"packets":[28],"into":[29],"a":[30,66],"network":[31,34,59],"to":[32,74,104,126,132],"drain":[33],"resources":[35],"such":[36],"bandwidth,":[38],"caching":[39],"capacity,":[40,43],"and":[41,56,78,118,167,169],"computational":[42],"which":[44,111],"can":[45,171],"seriously":[46],"affect":[47],"normal":[49],"content":[51],"requests":[52],"of":[53,61,97,139,145,163],"legitimate":[54,119],"consumers":[55],"degrade":[57],"quality":[60],"service":[62],"(QoS).":[63],"To":[64],"design":[65],"high-efficiency":[67],"IFA":[68,107,153],"mitigation":[69],"scheme,":[70],"it":[71],"is":[72,82,102],"critical":[73],"detect":[75],"accurately":[77],"rapidly.":[79],"Therefore,":[80],"there":[81],"high":[83],"interest":[84],"developing":[86],"optimized":[88],"attack":[89,164],"detection":[90,108,154,165],"scheme.":[91],"In":[92],"this":[93],"study,":[94],"concept":[96],"isolation":[99],"forest":[100],"(iForest)":[101],"introduced":[103],"develop":[105],"mechanism":[109,155],"iForest":[113],"construction":[114],"process":[115],"isolates":[116],"abnormal":[117,130],"prefixes.":[120],"This":[121],"approach":[122],"enables":[123],"malicious":[124,140],"prefixes":[125,131],"be":[127],"identified":[128],"mitigate":[133],"IFAs":[134],"by":[135],"restricting":[136],"forwarding":[138],"packets.":[142],"The":[143],"results":[144],"extensive":[146],"simulations":[147],"show":[148],"that":[149],"proposed":[151],"iForest-based":[152],"(IFDM)":[156],"outperforms":[157],"other":[158],"related":[159],"schemes":[160],"terms":[162],"accuracy":[166],"speed":[168],"thus":[170],"offer":[172],"effective":[173],"support":[174],"for":[175],"preserving":[176],"NDN":[177],"QoS.":[178]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":6}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}