{"id":"https://openalex.org/W1982660449","doi":"https://doi.org/10.1109/fskd.2012.6234272","title":"Privacy-preserving anomaly detection across multi-domain networks","display_name":"Privacy-preserving anomaly detection across multi-domain networks","publication_year":2012,"publication_date":"2012-05-01","ids":{"openalex":"https://openalex.org/W1982660449","doi":"https://doi.org/10.1109/fskd.2012.6234272","mag":"1982660449"},"language":"en","primary_location":{"id":"doi:10.1109/fskd.2012.6234272","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2012.6234272","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 9th International Conference on Fuzzy Systems and Knowledge Discovery","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/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":true,"raw_author_name":"Pei Zhang","raw_affiliation_strings":["Institute of Network Technology, Beijing University of Posts and Telecommunications, Beijing, China","Institute of Network Technology, Beijing University of Posts and Telecommunications, China"],"affiliations":[{"raw_affiliation_string":"Institute of Network Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Institute of Network Technology, Beijing University of Posts and Telecommunications, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","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":["Institute of Network Technology, Beijing University of Posts and Telecommunications, Beijing, China","Institute of Network Technology, Beijing University of Posts and Telecommunications, China"],"affiliations":[{"raw_affiliation_string":"Institute of Network Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Institute of Network Technology, Beijing University of Posts and Telecommunications, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101610222","display_name":"Xin Sun","orcid":"https://orcid.org/0000-0002-6532-2604"},"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":"Xin Sun","raw_affiliation_strings":["Institute of Network Technology, Beijing University of Posts and Telecommunications, Beijing, China","Institute of Network Technology, Beijing University of Posts and Telecommunications, China"],"affiliations":[{"raw_affiliation_string":"Institute of Network Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Institute of Network Technology, Beijing University of Posts and Telecommunications, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100769485","display_name":"Hao Wang","orcid":"https://orcid.org/0000-0002-6978-4734"},"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":"Hao Wang","raw_affiliation_strings":["Institute of Network Technology, Beijing University of Posts and Telecommunications, Beijing, China","Institute of Network Technology, Beijing University of Posts and Telecommunications, China"],"affiliations":[{"raw_affiliation_string":"Institute of Network Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Institute of Network Technology, Beijing University of Posts and Telecommunications, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054182752","display_name":"Yan Ma","orcid":"https://orcid.org/0000-0002-9492-3492"},"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":"Yan Ma","raw_affiliation_strings":["Institute of Network Technology, Beijing University of Posts and Telecommunications, Beijing, China","Institute of Network Technology, Beijing University of Posts and Telecommunications, China"],"affiliations":[{"raw_affiliation_string":"Institute of Network Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Institute of Network Technology, Beijing University of Posts and Telecommunications, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100415696"],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":null,"apc_paid":null,"fwci":0.8563,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.77841022,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1066","last_page":"1070"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":1.0,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998999834060669,"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/T10237","display_name":"Cryptography and Data Security","score":0.9991000294685364,"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":0.8074661493301392},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7117663621902466},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6925345659255981},{"id":"https://openalex.org/keywords/denial-of-service-attack","display_name":"Denial-of-service attack","score":0.6515547037124634},{"id":"https://openalex.org/keywords/crowds","display_name":"Crowds","score":0.6005263328552246},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5407964587211609},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4618135690689087},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.4615798592567444},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.42663952708244324},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.34332478046417236},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.21323230862617493},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.14131876826286316}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8074661493301392},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7117663621902466},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6925345659255981},{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.6515547037124634},{"id":"https://openalex.org/C2777852691","wikidata":"https://www.wikidata.org/wiki/Q13430821","display_name":"Crowds","level":2,"score":0.6005263328552246},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5407964587211609},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4618135690689087},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.4615798592567444},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.42663952708244324},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.34332478046417236},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.21323230862617493},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.14131876826286316},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fskd.2012.6234272","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2012.6234272","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 9th International Conference on Fuzzy Systems and Knowledge Discovery","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W25045116","https://openalex.org/W655626130","https://openalex.org/W1544273037","https://openalex.org/W1599181005","https://openalex.org/W1604570940","https://openalex.org/W1625660427","https://openalex.org/W1805704774","https://openalex.org/W1974646334","https://openalex.org/W1982146060","https://openalex.org/W2114112812","https://openalex.org/W2118931532","https://openalex.org/W2129548234","https://openalex.org/W2131988865","https://openalex.org/W2132172731","https://openalex.org/W2141420453","https://openalex.org/W2141681031","https://openalex.org/W2144936818","https://openalex.org/W2155268106","https://openalex.org/W2157578436","https://openalex.org/W2164210932","https://openalex.org/W2166858086","https://openalex.org/W2169623711","https://openalex.org/W2171604933","https://openalex.org/W3009746682","https://openalex.org/W3011407827","https://openalex.org/W3138598418","https://openalex.org/W6601028053","https://openalex.org/W6635771613","https://openalex.org/W6638227319","https://openalex.org/W6645909193"],"related_works":["https://openalex.org/W4240200267","https://openalex.org/W1511510665","https://openalex.org/W1524661185","https://openalex.org/W2078823605","https://openalex.org/W2500095415","https://openalex.org/W4233026749","https://openalex.org/W2097922264","https://openalex.org/W2282342021","https://openalex.org/W4248106174","https://openalex.org/W1997780040"],"abstract_inverted_index":{"A":[0],"lot":[1],"of":[2],"traffic":[3,75,120],"anomalies,":[4],"such":[5,40],"as":[6,41,127,129],"flash":[7],"crowds,":[8],"denial-of-service":[9],"attacks,":[10],"port":[11],"scans,":[12],"can":[13],"often":[14,47],"span":[15],"multiple":[16],"ISP":[17],"networks.":[18],"Cooperatively":[19],"detecting":[20],"and":[21,44,82,100,107,143],"diagnosing":[22],"these":[23],"anomalies":[24,68],"is":[25],"critical":[26],"for":[27,139],"network":[28,42,49,126],"operators":[29,50],"to":[30,65,72,89],"choose":[31],"the":[32,91,123],"appropriate":[33],"response.":[34],"However,":[35],"legitimate":[36],"concerns":[37],"about":[38],"privacy,":[39],"topology":[43],"link":[45],"loads,":[46],"inhibit":[48],"in":[51],"collaborative":[52],"detection.":[53],"In":[54],"this":[55],"paper,":[56],"we":[57],"propose":[58],"a":[59,79,114],"privacy-preserving":[60,99],"mechanism":[61],"that":[62,135],"allows":[63],"ISPs":[64,146],"cooperatively":[66],"detect":[67],"without":[69,148],"requiring":[70],"them":[71],"reveal":[73],"private":[74],"information.":[76],"We":[77,109],"design":[78,112],"\u201csemi-centralized\u201d":[80],"architecture":[81],"use":[83],"secure":[84],"multiparty":[85],"computation":[86],"(SMC)":[87],"protocol":[88],"make":[90],"Principal":[92],"Component":[93],"Analysis":[94],"(PCA)":[95],"based":[96],"detection":[97,142],"method":[98],"at":[101,113],"same":[102],"time":[103],"keep":[104],"its":[105],"scalability":[106],"accuracy.":[108],"evaluate":[110],"our":[111],"simulated":[115],"distributed":[116],"environment":[117],"by":[118],"using":[119],"traces":[121],"from":[122],"Abilene":[124],"backbone":[125],"well":[128,138],"synthetic":[130],"traces.":[131],"The":[132],"results":[133],"show":[134],"it":[136],"performs":[137],"network-wide":[140],"anomaly":[141],"enable":[144],"larger-scale":[145],"cooperation":[147],"privacy":[149],"concerns.":[150]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}