{"id":"https://openalex.org/W7125893766","doi":"https://doi.org/10.1109/smc58881.2025.11343556","title":"IPv6 Target Generation Driven by Fine-tuned Large Language Model","display_name":"IPv6 Target Generation Driven by Fine-tuned Large Language Model","publication_year":2025,"publication_date":"2025-10-05","ids":{"openalex":"https://openalex.org/W7125893766","doi":"https://doi.org/10.1109/smc58881.2025.11343556"},"language":null,"primary_location":{"id":"doi:10.1109/smc58881.2025.11343556","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc58881.2025.11343556","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","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/A5117308630","display_name":"Xingqi Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xingqi Cheng","raw_affiliation_strings":["University of Jinan,School of Information Science and Engineering,Jinan,China"],"affiliations":[{"raw_affiliation_string":"University of Jinan,School of Information Science and Engineering,Jinan,China","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124135460","display_name":"Shan Jing","orcid":null},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shan Jing","raw_affiliation_strings":["University of Jinan,School of Information Science and Engineering,Jinan,China"],"affiliations":[{"raw_affiliation_string":"University of Jinan,School of Information Science and Engineering,Jinan,China","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033773252","display_name":"Liang Jiao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210087772","display_name":"National Computer Network Emergency Response Technical Team/Coordination Center of Chinar","ror":"https://ror.org/00247dh76","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210087772"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Jiao","raw_affiliation_strings":["National Computer Network Emergency Response Technical Team/Coordination Center of China Shandong Branch,China"],"affiliations":[{"raw_affiliation_string":"National Computer Network Emergency Response Technical Team/Coordination Center of China Shandong Branch,China","institution_ids":["https://openalex.org/I4210087772"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121091436","display_name":"Chuan Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuan Zhao","raw_affiliation_strings":["Quan Cheng Laboratory,Jinan,China"],"affiliations":[{"raw_affiliation_string":"Quan Cheng Laboratory,Jinan,China","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032706192","display_name":"Hao Yang","orcid":"https://orcid.org/0000-0002-0240-2279"},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongjuan Yang","raw_affiliation_strings":["University of Jinan,School of Information Science and Engineering,Jinan,China"],"affiliations":[{"raw_affiliation_string":"University of Jinan,School of Information Science and Engineering,Jinan,China","institution_ids":["https://openalex.org/I34949971"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5117308630"],"corresponding_institution_ids":["https://openalex.org/I34949971"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.60970385,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2640","last_page":"2645"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10651","display_name":"IPv6, Mobility, Handover, Networks, Security","score":0.6222000122070312,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10651","display_name":"IPv6, Mobility, Handover, Networks, Security","score":0.6222000122070312,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.09830000251531601,"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.06539999693632126,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/ipv6","display_name":"IPv6","score":0.848800003528595},{"id":"https://openalex.org/keywords/address-space","display_name":"Address space","score":0.6700000166893005},{"id":"https://openalex.org/keywords/ipv6-address","display_name":"IPv6 address","score":0.5947999954223633},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5098000168800354},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.4796000123023987},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.43779999017715454}],"concepts":[{"id":"https://openalex.org/C84555802","wikidata":"https://www.wikidata.org/wiki/Q2551624","display_name":"IPv6","level":3,"score":0.848800003528595},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7164999842643738},{"id":"https://openalex.org/C144240696","wikidata":"https://www.wikidata.org/wiki/Q367204","display_name":"Address space","level":2,"score":0.6700000166893005},{"id":"https://openalex.org/C204142451","wikidata":"https://www.wikidata.org/wiki/Q11097","display_name":"IPv6 address","level":4,"score":0.5947999954223633},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5098000168800354},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4796000123023987},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.43779999017715454},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4334000051021576},{"id":"https://openalex.org/C201980515","wikidata":"https://www.wikidata.org/wiki/Q13219707","display_name":"IP address management","level":4,"score":0.42410001158714294},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4207000136375427},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.39879998564720154},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.37400001287460327},{"id":"https://openalex.org/C2779233093","wikidata":"https://www.wikidata.org/wiki/Q11103","display_name":"IPv4","level":4,"score":0.36169999837875366},{"id":"https://openalex.org/C110994511","wikidata":"https://www.wikidata.org/wiki/Q661020","display_name":"Next-generation network","level":3,"score":0.3296000063419342},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28870001435279846},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2685999870300293},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.26600000262260437}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc58881.2025.11343556","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc58881.2025.11343556","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1952004703","https://openalex.org/W2443837434","https://openalex.org/W2574971633","https://openalex.org/W2737058386","https://openalex.org/W2768602817","https://openalex.org/W2805572865","https://openalex.org/W2922688120","https://openalex.org/W3021395926","https://openalex.org/W3134655466","https://openalex.org/W3153330619","https://openalex.org/W3155932781","https://openalex.org/W4210790101","https://openalex.org/W4283204068","https://openalex.org/W4301522161","https://openalex.org/W4313887518","https://openalex.org/W4386242165","https://openalex.org/W4389524317","https://openalex.org/W4392353733","https://openalex.org/W4400490131"],"related_works":[],"abstract_inverted_index":{"The":[0,43,164],"rapid":[1],"advancement":[2],"of":[3,12,20,47,66,80,122,129,139,181],"the":[4,8,13,18,36,64,76,81,105,116,127,144,156,161,168],"Internet":[5],"has":[6],"brought":[7],"exploration":[9],"and":[10,68,78,119,154,184],"management":[11],"IPv6":[14,28,48,70,92,130,140,176],"address":[15,37,45,71,93,131],"space":[16,46],"to":[17,74,109,124,142,159],"forefront":[19],"network":[21],"research.":[22],"With":[23],"its":[24],"128-bit":[25],"addressing":[26],"scheme,":[27],"provides":[29],"approximately":[30],"340":[31],"undecillion":[32],"addresses,":[33,177],"effectively":[34,125],"mitigating":[35],"exhaustion":[38],"issue":[39],"inherent":[40],"in":[41,174,179],"IPv4.":[42],"immense":[44],"renders":[49],"traditional":[50],"brute-force":[51],"scanning,":[52],"once":[53],"effective":[54],"for":[55,63],"IPv4,":[56],"no":[57],"longer":[58],"feasible.":[59],"This":[60,113],"challenge":[61],"calls":[62],"development":[65],"efficient":[67],"precise":[69],"generation":[72,94,111,182],"methods":[73,173],"ensure":[75],"stability":[77],"security":[79],"Internet.":[82],"To":[83],"tackle":[84],"this":[85,87],"challenge,":[86],"study":[88],"introduces":[89],"an":[90,136],"innovative":[91],"method":[95],"leveraging":[96],"a":[97,151],"fine-tuned":[98,169],"Large":[99],"Language":[100],"Model":[101],"(LLM),":[102],"enhanced":[103],"by":[104],"vLLM":[106],"inference":[107],"framework":[108],"improve":[110],"efficiency.":[112],"approach":[114],"leverages":[115],"strong":[117],"learning":[118,146],"generalization":[120],"capabilities":[121],"LLMs":[123],"handle":[126],"complexities":[128],"generation.":[132],"We":[133],"begin":[134],"with":[135],"initial":[137],"classification":[138],"addresses":[141],"reduce":[143],"model\u2019s":[145],"complexity.":[147],"Next,":[148],"we":[149],"curate":[150],"fine-tuning":[152],"dataset":[153],"apply":[155],"LoRA":[157],"technique":[158],"fine-tune":[160],"Qwen-7B-chat":[162],"model.":[163],"results":[165],"show":[166],"that":[167],"LLM":[170],"outperforms":[171],"existing":[172],"generating":[175],"especially":[178],"terms":[180],"speed":[183],"accuracy.":[185]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2026-01-29T00:00:00"}
