{"id":"https://openalex.org/W2004044843","doi":"https://doi.org/10.1109/infcom.2010.5461982","title":"Predictive Blacklisting as an Implicit Recommendation System","display_name":"Predictive Blacklisting as an Implicit Recommendation System","publication_year":2010,"publication_date":"2010-03-01","ids":{"openalex":"https://openalex.org/W2004044843","doi":"https://doi.org/10.1109/infcom.2010.5461982","mag":"2004044843"},"language":"en","primary_location":{"id":"doi:10.1109/infcom.2010.5461982","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infcom.2010.5461982","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Proceedings IEEE INFOCOM","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/A5024590241","display_name":"Fabio Soldo","orcid":null},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fabio Soldo","raw_affiliation_strings":["University of California, Irvine, USA","[University of California, Irvine]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Irvine, USA","institution_ids":["https://openalex.org/I204250578"]},{"raw_affiliation_string":"[University of California, Irvine]","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103284663","display_name":"Anh Le","orcid":"https://orcid.org/0000-0003-0514-8840"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anh Le","raw_affiliation_strings":["University of California, Irvine, USA","[University of California, Irvine]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Irvine, USA","institution_ids":["https://openalex.org/I204250578"]},{"raw_affiliation_string":"[University of California, Irvine]","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013543313","display_name":"Athina Markopoulou","orcid":"https://orcid.org/0000-0003-1803-8675"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Athina Markopoulou","raw_affiliation_strings":["University of California, Irvine, USA","[University of California, Irvine]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Irvine, USA","institution_ids":["https://openalex.org/I204250578"]},{"raw_affiliation_string":"[University of California, Irvine]","institution_ids":["https://openalex.org/I204250578"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I204250578"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":52,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9994999766349792,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9991999864578247,"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/blacklisting","display_name":"Blacklisting","score":0.9809864163398743},{"id":"https://openalex.org/keywords/blacklist","display_name":"Blacklist","score":0.9185893535614014},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7846876382827759},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.729608952999115},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5383018255233765},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5203728079795837},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.19219902157783508}],"concepts":[{"id":"https://openalex.org/C2779797433","wikidata":"https://www.wikidata.org/wiki/Q632959","display_name":"Blacklisting","level":2,"score":0.9809864163398743},{"id":"https://openalex.org/C2781345505","wikidata":"https://www.wikidata.org/wiki/Q2535979","display_name":"Blacklist","level":2,"score":0.9185893535614014},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7846876382827759},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.729608952999115},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5383018255233765},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5203728079795837},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.19219902157783508},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/infcom.2010.5461982","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infcom.2010.5461982","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Proceedings IEEE INFOCOM","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.249.5155","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.249.5155","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://arxiv.org/pdf/0908.2007v1.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.408.9866","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.408.9866","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ita.ucsd.edu/workshop/10/files/paper/paper_159.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.8199999928474426}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W46790137","https://openalex.org/W91500137","https://openalex.org/W113187444","https://openalex.org/W1499648394","https://openalex.org/W1542248099","https://openalex.org/W2044384431","https://openalex.org/W2080320419","https://openalex.org/W2102189605","https://openalex.org/W2102671922","https://openalex.org/W2108214308","https://openalex.org/W2122226347","https://openalex.org/W2134928993","https://openalex.org/W2141806397","https://openalex.org/W2159094788","https://openalex.org/W2171960770","https://openalex.org/W2245533262","https://openalex.org/W3145710303","https://openalex.org/W4236506014","https://openalex.org/W4251303575","https://openalex.org/W6603759073","https://openalex.org/W6630065162","https://openalex.org/W6632653372"],"related_works":["https://openalex.org/W2181543702","https://openalex.org/W3172840274","https://openalex.org/W2769847412","https://openalex.org/W2146351192","https://openalex.org/W3037489623","https://openalex.org/W2991976289","https://openalex.org/W4241417517","https://openalex.org/W4379624358","https://openalex.org/W178883471","https://openalex.org/W2980552833"],"abstract_inverted_index":{"A":[0],"widely":[1],"used":[2],"defense":[3],"practice":[4],"against":[5,86,175],"malicious":[6],"traffic":[7],"on":[8,40,49,70,151],"the":[9,41,57,81,87,104,122,164,173],"Internet":[10],"is":[11,27,97,116],"through":[12],"blacklists:":[13],"lists":[14],"of":[15,25,59,83,154],"prolific":[16,43],"attack":[17,33,44,61,72,123],"sources":[18,45,62],"are":[19],"compiled":[20],"and":[21,30,92,118,129,138,158],"shared.":[22],"The":[23],"goal":[24],"blacklists":[26],"to":[28,65],"predict":[29],"block":[31],"future":[32],"sources.":[34],"Existing":[35],"blacklisting":[36],"techniques":[37],"have":[38],"focused":[39],"most":[42],"and,":[46],"more":[47],"recently,":[48],"collaborative":[50,112],"blacklisting.":[51],"In":[52],"this":[53],"paper,":[54],"we":[55,93,108],"formulate":[56],"problem":[58],"forecasting":[60,124],"(also":[63],"referred":[64],"as":[66,74,170,172],"\"predictive":[67],"blacklisting\")":[68],"based":[69],"shared":[71],"logs,":[73],"an":[75],"implicit":[76],"recommendation":[77],"system.":[78],"We":[79,146],"compare":[80],"performance":[82],"existing":[84],"approaches":[85],"upper":[88],"bound":[89],"for":[90,100,121],"prediction":[91,165],"demonstrate":[94,159],"that":[95,115,160],"there":[96],"much":[98],"room":[99],"improvement.":[101],"Inspired":[102],"by":[103],"recent":[105],"NetFlix":[106],"competition,":[107],"propose":[109],"a":[110],"multi-level":[111],"filtering":[113],"model":[114,127],"adjusted":[117],"tuned":[119],"specifically":[120],"problem.":[125],"Our":[126],"captures":[128],"combines":[130],"various":[131],"factors":[132],"namely:":[133],"attacker-victim":[134],"history":[135],"(using":[136,143],"time-series)":[137],"attackers":[139],"and/or":[140],"victims":[141],"interactions":[142],"neighborhood":[144],"models).":[145],"evaluate":[147],"our":[148],"combined":[149],"method":[150],"one":[152],"month":[153],"logs":[155],"from":[156],"Dshield.org":[157],"it":[161],"improves":[162],"significantly":[163],"rate":[166],"over":[167],"state-of-the-art":[168],"methods":[169],"well":[171],"robustness":[174],"poisoning":[176],"attacks.":[177]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":7}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}