{"id":"https://openalex.org/W3207878839","doi":"https://doi.org/10.1145/3561051","title":"Federated Route Leak Detection in Inter-domain Routing with Privacy Guarantee","display_name":"Federated Route Leak Detection in Inter-domain Routing with Privacy Guarantee","publication_year":2022,"publication_date":"2022-09-01","ids":{"openalex":"https://openalex.org/W3207878839","doi":"https://doi.org/10.1145/3561051","mag":"3207878839"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3561051","pdf_url":null,"source":{"id":"https://openalex.org/S97833917","display_name":"ACM Transactions on Internet Technology","issn_l":"1533-5399","issn":["1533-5399","1557-6051"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2110.07964","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063387542","display_name":"Man Zeng","orcid":"https://orcid.org/0000-0002-2501-552X"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Man Zeng","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100439910","display_name":"Dandan Li","orcid":"https://orcid.org/0000-0003-2779-240X"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dandan Li","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100415696","display_name":"Pei Zhang","orcid":"https://orcid.org/0000-0002-9789-7277"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pei Zhang","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101823408","display_name":"Kun Xie","orcid":"https://orcid.org/0000-0003-4009-6601"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kun Xie","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078113299","display_name":"Xiaohong Huang","orcid":"https://orcid.org/0000-0002-7275-2274"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohong Huang","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.931,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.838879,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":77,"max":81},"biblio":{"volume":"23","issue":"1","first_page":"1","last_page":"22"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain and Internet of Things Integration","score":0.9995,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10270","display_name":"Blockchain and Internet of Things Integration","score":0.9995,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11598","display_name":"Machine Learning for Internet Traffic Classification","score":0.9989,"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/T10764","display_name":"Privacy-Preserving Techniques for Data Analysis and Machine Learning","score":0.9923,"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/competitor-analysis","display_name":"Competitor analysis","score":0.62964565},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated Learning","score":0.563127},{"id":"https://openalex.org/keywords/information-sensitivity","display_name":"Information sensitivity","score":0.54449844},{"id":"https://openalex.org/keywords/traffic-analysis","display_name":"Traffic Analysis","score":0.53946},{"id":"https://openalex.org/keywords/encrypted-traffic","display_name":"Encrypted Traffic","score":0.530755},{"id":"https://openalex.org/keywords/location-privacy","display_name":"Location Privacy","score":0.516015},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential Privacy","score":0.507568}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.87406945},{"id":"https://openalex.org/C127576917","wikidata":"https://www.wikidata.org/wiki/Q624630","display_name":"Competitor analysis","level":2,"score":0.62964565},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.56212205},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.54849255},{"id":"https://openalex.org/C137822555","wikidata":"https://www.wikidata.org/wiki/Q2587068","display_name":"Information sensitivity","level":2,"score":0.54449844},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5408831},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.49237144},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.48545438},{"id":"https://openalex.org/C71745522","wikidata":"https://www.wikidata.org/wiki/Q2476929","display_name":"Confidentiality","level":2,"score":0.43698946},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.40884733},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3561051","pdf_url":null,"source":{"id":"https://openalex.org/S97833917","display_name":"ACM Transactions on Internet Technology","issn_l":"1533-5399","issn":["1533-5399","1557-6051"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2110.07964","pdf_url":"https://arxiv.org/pdf/2110.07964","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2110.07964","pdf_url":"https://arxiv.org/pdf/2110.07964","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[],"grants":[{"funder":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China","award_id":"2018YFB1800404"}],"datasets":[],"versions":[],"referenced_works_count":45,"referenced_works":["https://openalex.org/W1665214252","https://openalex.org/W1909740415","https://openalex.org/W1993906333","https://openalex.org/W1999227043","https://openalex.org/W2038055456","https://openalex.org/W2044744030","https://openalex.org/W2081133008","https://openalex.org/W2151972741","https://openalex.org/W2188644404","https://openalex.org/W2295239623","https://openalex.org/W2461239771","https://openalex.org/W2537656566","https://openalex.org/W2541884796","https://openalex.org/W2606042658","https://openalex.org/W2886505866","https://openalex.org/W2897450989","https://openalex.org/W2914212774","https://openalex.org/W2920125890","https://openalex.org/W2963264685","https://openalex.org/W2963819344","https://openalex.org/W2964121744","https://openalex.org/W2974429275","https://openalex.org/W2984693664","https://openalex.org/W2987317136","https://openalex.org/W3008662630","https://openalex.org/W3014517104","https://openalex.org/W3034450000","https://openalex.org/W3048678156","https://openalex.org/W3082977942","https://openalex.org/W3094353319","https://openalex.org/W3099010129","https://openalex.org/W3106877051","https://openalex.org/W3109959602","https://openalex.org/W3111419317","https://openalex.org/W3112310000","https://openalex.org/W3121470398","https://openalex.org/W3137610952","https://openalex.org/W3167578067","https://openalex.org/W3208493393","https://openalex.org/W4214539449","https://openalex.org/W4236603839","https://openalex.org/W4236786653","https://openalex.org/W4246492177","https://openalex.org/W4255857084","https://openalex.org/W4285696346"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2935909890","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W1986284674","https://openalex.org/W1531601525"],"abstract_inverted_index":{"In":[0,53],"the":[1,8,22,30,47,68,100,147,157,162,169,176,195],"inter-domain":[2],"network,":[3],"route":[4,19,64,107,154,189],"leaks":[5,20,65,155,190],"can":[6,84],"disrupt":[7],"Internet":[9],"traffic":[10],"and":[11,132,135,198],"cause":[12],"large":[13],"outages.":[14],"The":[15],"accurate":[16],"detection":[17,89],"of":[18,24,70,102,128,140],"requires":[21],"sharing":[23],"AS":[25,116,159],"business":[26,31,71,96],"relationship":[27,32],"information.":[28],"However,":[29],"information":[33,45],"between":[34,73],"ASes":[35,38,74,83,174,193],"is":[36],"confidential.":[37],"are":[39,164],"usually":[40],"unwilling":[41],"to":[42,46,62,146,179],"reveal":[43],"this":[44,54],"other":[48],"ASes,":[49],"especially":[50],"their":[51,94],"competitors.":[52],"paper,":[55],"we":[56],"propose":[57],"a":[58,77,87,111,126],"method":[59],"named":[60],"FL-RLD":[61,109,124,141,149,182],"detect":[63],"while":[66],"maintaining":[67],"privacy":[69],"relationships":[72],"by":[75,114],"using":[76],"blockchain-based":[78],"federated":[79],"learning":[80],"framework,":[81],"where":[82],"collaboratively":[85],"train":[86],"global":[88],"model":[90],"without":[91],"directly":[92],"disclosing":[93],"specific":[95],"relationships.":[97],"To":[98],"mitigate":[99],"lack":[101],"ground-truth":[103],"validation":[104],"data":[105],"in":[106,152,187],"leaks,":[108],"provides":[110],"self-validation":[112],"scheme":[113],"labeling":[115],"triples":[117],"with":[118,175,194],"local":[119],"routing":[120],"policies.":[121],"We":[122],"evaluate":[123],"under":[125,142],"variety":[127],"datasets":[129,163],"including":[130],"imbalanced":[131],"balanced":[133,165],"datasets,":[134],"examine":[136],"different":[137,143],"deployment":[138],"strategies":[139],"topologies.":[144],"According":[145],"results,":[148],"performs":[150],"better":[151],"detecting":[153,188],"than":[156,191],"single":[158],"detection,":[160],"whether":[161],"or":[166],"imbalanced.":[167],"Additionally,":[168],"results":[170],"indicate":[171],"that":[172],"selecting":[173,192],"most":[177,196],"peers":[178],"first":[180],"deploy":[181],"brings":[183],"more":[184],"significant":[185],"benefits":[186],"providers":[197],"customers.":[199]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3207878839","counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2024-11-01T12:16:31.663262","created_date":"2021-10-25"}