{"id":"https://openalex.org/W4328054534","doi":"https://doi.org/10.1109/ncc56989.2023.10068091","title":"Study on Machine Learning Models for IPv6 Address Lookup in Large Block Lists","display_name":"Study on Machine Learning Models for IPv6 Address Lookup in Large Block Lists","publication_year":2023,"publication_date":"2023-02-23","ids":{"openalex":"https://openalex.org/W4328054534","doi":"https://doi.org/10.1109/ncc56989.2023.10068091"},"language":"en","primary_location":{"id":"doi:10.1109/ncc56989.2023.10068091","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ncc56989.2023.10068091","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 National Conference on Communications (NCC)","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/A5060540373","display_name":"Nitin Kumar Radke","orcid":null},"institutions":[{"id":"https://openalex.org/I1289303365","display_name":"Raja Ramanna Centre for Advanced Technology","ror":"https://ror.org/02378jc90","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1289303365","https://openalex.org/I2799351866","https://openalex.org/I3149292468"]},{"id":"https://openalex.org/I200207707","display_name":"Homi Bhabha National Institute","ror":"https://ror.org/02bv3zr67","country_code":"IN","type":"education","lineage":["https://openalex.org/I200207707"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nitin Kumar Radke","raw_affiliation_strings":["Computer Division Raja Ramanna Centre for Advanced Technology & Homi Bhabha National Institute Indore,Mumbai,Madhya Pradesh,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Division Raja Ramanna Centre for Advanced Technology & Homi Bhabha National Institute Indore,Mumbai,Madhya Pradesh,India","institution_ids":["https://openalex.org/I1289303365","https://openalex.org/I200207707"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102367022","display_name":"Shailendra Singh Tomar","orcid":null},"institutions":[{"id":"https://openalex.org/I1289303365","display_name":"Raja Ramanna Centre for Advanced Technology","ror":"https://ror.org/02378jc90","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1289303365","https://openalex.org/I2799351866","https://openalex.org/I3149292468"]},{"id":"https://openalex.org/I200207707","display_name":"Homi Bhabha National Institute","ror":"https://ror.org/02bv3zr67","country_code":"IN","type":"education","lineage":["https://openalex.org/I200207707"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shailendra Singh Tomar","raw_affiliation_strings":["Computer Division Raja Ramanna Centre for Advanced Technology & Homi Bhabha National Institute Indore,Mumbai,Madhya Pradesh,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Division Raja Ramanna Centre for Advanced Technology & Homi Bhabha National Institute Indore,Mumbai,Madhya Pradesh,India","institution_ids":["https://openalex.org/I1289303365","https://openalex.org/I200207707"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108918214","display_name":"Alpana Rajan","orcid":null},"institutions":[{"id":"https://openalex.org/I1289303365","display_name":"Raja Ramanna Centre for Advanced Technology","ror":"https://ror.org/02378jc90","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1289303365","https://openalex.org/I2799351866","https://openalex.org/I3149292468"]},{"id":"https://openalex.org/I200207707","display_name":"Homi Bhabha National Institute","ror":"https://ror.org/02bv3zr67","country_code":"IN","type":"education","lineage":["https://openalex.org/I200207707"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Alpana Rajan","raw_affiliation_strings":["Computer Division Raja Ramanna Centre for Advanced Technology & Homi Bhabha National Institute Indore,Mumbai,Madhya Pradesh,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Division Raja Ramanna Centre for Advanced Technology & Homi Bhabha National Institute Indore,Mumbai,Madhya Pradesh,India","institution_ids":["https://openalex.org/I1289303365","https://openalex.org/I200207707"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02098859,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"7","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12326","display_name":"Network Packet Processing and Optimization","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T12326","display_name":"Network Packet Processing and Optimization","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.9994999766349792,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9916999936103821,"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":0.8398443460464478},{"id":"https://openalex.org/keywords/ipv6","display_name":"IPv6","score":0.673724353313446},{"id":"https://openalex.org/keywords/firewall","display_name":"Firewall (physics)","score":0.6245379447937012},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.4947814345359802},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.48499271273612976},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.42870423197746277},{"id":"https://openalex.org/keywords/lookup-table","display_name":"Lookup table","score":0.4127906560897827},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.32266730070114136},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.31832122802734375},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.30257943272590637},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.22717350721359253}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8398443460464478},{"id":"https://openalex.org/C84555802","wikidata":"https://www.wikidata.org/wiki/Q2551624","display_name":"IPv6","level":3,"score":0.673724353313446},{"id":"https://openalex.org/C77714075","wikidata":"https://www.wikidata.org/wiki/Q5452017","display_name":"Firewall (physics)","level":5,"score":0.6245379447937012},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.4947814345359802},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.48499271273612976},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.42870423197746277},{"id":"https://openalex.org/C134835016","wikidata":"https://www.wikidata.org/wiki/Q690265","display_name":"Lookup table","level":2,"score":0.4127906560897827},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.32266730070114136},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.31832122802734375},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.30257943272590637},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.22717350721359253},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C115304011","wikidata":"https://www.wikidata.org/wiki/Q72755","display_name":"Schwarzschild radius","level":3,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C183915046","wikidata":"https://www.wikidata.org/wiki/Q1316152","display_name":"Charged black hole","level":4,"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/C124017977","wikidata":"https://www.wikidata.org/wiki/Q11412","display_name":"Gravitation","level":2,"score":0.0},{"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/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ncc56989.2023.10068091","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ncc56989.2023.10068091","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 National Conference on Communications (NCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.550000011920929}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1599682809","https://openalex.org/W1928847439","https://openalex.org/W2086807722","https://openalex.org/W2108190694","https://openalex.org/W2108215376","https://openalex.org/W2108712752","https://openalex.org/W2145080546","https://openalex.org/W2323304991","https://openalex.org/W2556801474","https://openalex.org/W2897659885","https://openalex.org/W3003601347","https://openalex.org/W4206638433","https://openalex.org/W4213263325","https://openalex.org/W4220792723","https://openalex.org/W4244313837","https://openalex.org/W4293385363","https://openalex.org/W6742490908"],"related_works":["https://openalex.org/W2515419187","https://openalex.org/W2798215405","https://openalex.org/W2507130582","https://openalex.org/W2990962948","https://openalex.org/W2042575648","https://openalex.org/W2050398201","https://openalex.org/W2009238965","https://openalex.org/W2373690040","https://openalex.org/W4283269414","https://openalex.org/W2347214338"],"abstract_inverted_index":{"The":[0,252],"advent":[1],"of":[2,20,38,46,68,85,98,194,260],"the":[3,26,36,41,44,57,66,69,83,107,181,217,227,234,247,258],"digital":[4],"age":[5],"has":[6],"provided":[7],"cybercriminals":[8],"with":[9,17,148,191],"easy":[10],"access":[11],"to":[12,60,64,75,79,106,206,213,257],"sensitive":[13],"information.":[14],"A":[15],"firewall":[16],"a":[18,103,113,123,131,135,232],"blocklist":[19,42,159],"known":[21],"malicious":[22,86],"IP":[23,70,221],"addresses":[24],"is":[25,52,73],"most":[27],"trusted":[28],"barrier":[29],"used":[30],"by":[31],"cyber-security":[32],"experts.":[33],"But,":[34],"as":[35,56,102,112],"number":[37,84],"entries":[39],"in":[40,82],"grows,":[43],"rate":[45],"traffic":[47],"flow":[48],"across":[49],"exit":[50],"routers":[51],"affected":[53],"negatively.":[54],"However,":[55],"world":[58],"continues":[59],"migrate":[61],"from":[62,134,142,154,204],"IPv4":[63],"IPv6,":[65],"size":[67],"block":[71,262],"list":[72,263],"bound":[74],"grow":[76],"many-fold":[77],"due":[78],"an":[80],"increase":[81],"devices/users,":[87],"affecting":[88],"lookup":[89,114,222,237,244],"speed.":[90],"In":[91],"this":[92],"paper,":[93],"we":[94,163],"explored":[95],"various":[96],"techniques":[97],"Machine":[99],"Learning":[100],"(ML)":[101],"faster":[104,176,243,261],"alternative":[105],"current":[108],"default":[109],"conventional":[110],"\u201cTries\u201d":[111,183,219,249],"algorithm.":[115],"Tries":[116],"and":[117,177],"ML":[118,144,166,170,198],"models":[119,145,171,199],"are":[120],"trained":[121,200,225],"using":[122],"large":[124,136],"randomly":[125],"sampled":[126],"IPv6":[127,157,267],"blocklisL":[128],"After":[129],"selecting":[130],"small":[132],"subset":[133],"blocklist,":[137],"per":[138,149],"query":[139,150],"lookup-time":[140,151],"distribution":[141,152],"different":[143],"was":[146],"compared":[147,212],"obtained":[153],"\u201cTries\u201d.":[155],"For":[156],"address":[158],"larger":[160],"than":[161,180,246],"20K,":[162],"found":[164],"that":[165,188],"algorithms,":[167],"specifically":[168],"tree-based":[169],"like":[172],"Decision":[173,235],"Tree,":[174],"were":[175],"more":[178],"accurate":[179],"traditional":[182,218,248],"approach.":[184,251],"We":[185],"also":[186],"discovered":[187],"for":[189,216,266],"queries":[190],"batch":[192],"sizes":[193],"1000":[195],"samples,":[196],"\u201cTree-Based\u201d":[197],"on":[201,226],"blocklists":[202],"ranging":[203],"20K":[205],"500K":[207],"took":[208],"between":[209],"1.4-1.6":[210],"milliseconds,":[211],"1.5-22.14":[214],"milliseconds":[215],"based":[220,250],"approach":[223,238],"when":[224],"same":[228],"training":[229],"datasets.":[230],"As":[231],"result,":[233],"Tree-based":[236],"achieves":[239],"nearly":[240],"20":[241],"times":[242],"speed":[245],"findings":[253],"can":[254],"be":[255],"applied":[256],"development":[259],"processing":[264],"firewalls":[265],"networks.":[268]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}