{"id":"https://openalex.org/W4405303857","doi":"https://doi.org/10.1109/jiot.2024.3516370","title":"A Cross-Silo Vulnerability Federated Learning Approach Based on Content Chunking","display_name":"A Cross-Silo Vulnerability Federated Learning Approach Based on Content Chunking","publication_year":2024,"publication_date":"2024-12-12","ids":{"openalex":"https://openalex.org/W4405303857","doi":"https://doi.org/10.1109/jiot.2024.3516370"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3516370","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3516370","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-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/A5089173312","display_name":"Weisheng Zhang","orcid":"https://orcid.org/0000-0002-8216-2884"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weisheng Zhang","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha, Hunan, China","Hunan University, College of Computer Science and Electronic Engineering, Changsha, Hunan, China"],"raw_orcid":"https://orcid.org/0000-0002-8216-2884","affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, Hunan, China","institution_ids":["https://openalex.org/I16609230"]},{"raw_affiliation_string":"Hunan University, College of Computer Science and Electronic Engineering, Changsha, Hunan, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jiapeng Zhang","orcid":"https://orcid.org/0000-0002-0364-3568"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiapeng Zhang","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha, Hunan, China","Hunan University, College of Computer Science and Electronic Engineering, Changsha, Hunan, China"],"raw_orcid":"https://orcid.org/0000-0002-0364-3568","affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, Hunan, China","institution_ids":["https://openalex.org/I16609230"]},{"raw_affiliation_string":"Hunan University, College of Computer Science and Electronic Engineering, Changsha, Hunan, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101973599","display_name":"Siyang Yu","orcid":"https://orcid.org/0000-0003-4510-0729"},"institutions":[{"id":"https://openalex.org/I4210150398","display_name":"Hunan University of Finance and Economics","ror":"https://ror.org/04askxv05","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210150398"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siyang Yu","raw_affiliation_strings":["College of Information Technology and Management, Hunan University of Finance and Economics, Changsha, Hunan, China","Hunan University of Finance and Economics, Hunan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Technology and Management, Hunan University of Finance and Economics, Changsha, Hunan, China","institution_ids":["https://openalex.org/I4210150398"]},{"raw_affiliation_string":"Hunan University of Finance and Economics, Hunan, China","institution_ids":["https://openalex.org/I4210150398"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090246160","display_name":"Mingxing Duan","orcid":"https://orcid.org/0000-0002-1049-6244"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingxing Duan","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha, Hunan, China","Hunan University, College of Computer Science and Electronic Engineering, Changsha, Hunan, China"],"raw_orcid":"https://orcid.org/0000-0002-1049-6244","affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, Hunan, China","institution_ids":["https://openalex.org/I16609230"]},{"raw_affiliation_string":"Hunan University, College of Computer Science and Electronic Engineering, Changsha, Hunan, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078793726","display_name":"Kenli Li","orcid":"https://orcid.org/0000-0002-2635-7716"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kenli Li","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha, Hunan, China","Hunan University, College of Computer Science and Electronic Engineering, Changsha, Hunan, China"],"raw_orcid":"https://orcid.org/0000-0002-2635-7716","affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, Hunan, China","institution_ids":["https://openalex.org/I16609230"]},{"raw_affiliation_string":"Hunan University, College of Computer Science and Electronic Engineering, Changsha, Hunan, China","institution_ids":["https://openalex.org/I16609230"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"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":0.19954741,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":"19","first_page":"39297","last_page":"39312"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9456999897956848,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9456999897956848,"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":0.835598349571228},{"id":"https://openalex.org/keywords/chunking","display_name":"Chunking (psychology)","score":0.726077139377594},{"id":"https://openalex.org/keywords/silo","display_name":"Silo","score":0.6245670318603516},{"id":"https://openalex.org/keywords/vulnerability","display_name":"Vulnerability (computing)","score":0.4501011371612549},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2740281820297241},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.25159400701522827}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.835598349571228},{"id":"https://openalex.org/C203357204","wikidata":"https://www.wikidata.org/wiki/Q1089605","display_name":"Chunking (psychology)","level":2,"score":0.726077139377594},{"id":"https://openalex.org/C2778024958","wikidata":"https://www.wikidata.org/wiki/Q213643","display_name":"Silo","level":2,"score":0.6245670318603516},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.4501011371612549},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2740281820297241},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.25159400701522827},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2024.3516370","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3516370","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1803783182","display_name":null,"funder_award_id":"62472151","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2475384370","display_name":null,"funder_award_id":"2023JJ40162","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G4700541222","display_name":null,"funder_award_id":"2024JJ6154","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G5363641303","display_name":null,"funder_award_id":"62422205","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5540616889","display_name":null,"funder_award_id":"62272149","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7953501349","display_name":null,"funder_award_id":"2022RC1038","funder_id":"https://openalex.org/F4320330206","funder_display_name":"Science and Technology Program of Hunan Province"},{"id":"https://openalex.org/G973899436","display_name":null,"funder_award_id":"62302160","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322843","display_name":"Natural Science Foundation of\u00a0Hunan Province","ror":null},{"id":"https://openalex.org/F4320330206","display_name":"Science and Technology Program of Hunan Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1966741850","https://openalex.org/W1990762361","https://openalex.org/W1997236144","https://openalex.org/W2010354425","https://openalex.org/W2062583373","https://openalex.org/W2145071552","https://openalex.org/W2524168323","https://openalex.org/W2600521240","https://openalex.org/W2618772563","https://openalex.org/W2622645393","https://openalex.org/W2624697062","https://openalex.org/W2634106992","https://openalex.org/W2748690817","https://openalex.org/W2767079719","https://openalex.org/W2781091734","https://openalex.org/W2885030880","https://openalex.org/W2923126305","https://openalex.org/W2954268688","https://openalex.org/W2976184969","https://openalex.org/W3010818808","https://openalex.org/W3019913914","https://openalex.org/W3033688252","https://openalex.org/W3033777149","https://openalex.org/W3048804154","https://openalex.org/W3086809868","https://openalex.org/W3091588759","https://openalex.org/W3094130708","https://openalex.org/W3127782461","https://openalex.org/W3140323393","https://openalex.org/W3156480510","https://openalex.org/W3157680283","https://openalex.org/W3166095789","https://openalex.org/W3169649651","https://openalex.org/W3177116043","https://openalex.org/W3183469243","https://openalex.org/W4205739822","https://openalex.org/W4241879543","https://openalex.org/W4249448758","https://openalex.org/W4309195677","https://openalex.org/W4309477403","https://openalex.org/W4312191310","https://openalex.org/W4312436517","https://openalex.org/W4313590876","https://openalex.org/W4323668066","https://openalex.org/W4362589821","https://openalex.org/W4380763529","https://openalex.org/W4384345705","https://openalex.org/W4385245566","https://openalex.org/W4387298393","https://openalex.org/W4388145555","https://openalex.org/W4400484606","https://openalex.org/W4401028277","https://openalex.org/W4402671733"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2523330964","https://openalex.org/W2383857829","https://openalex.org/W2023971635","https://openalex.org/W2903433011","https://openalex.org/W2485498725","https://openalex.org/W2388672951","https://openalex.org/W2381041855"],"abstract_inverted_index":{"The":[0,59],"proliferation":[1],"of":[2,30,43,56,61,69,112,121,135,152,167,185],"vulnerable":[3],"code":[4,115,178],"poses":[5],"a":[6,27,83,92,175],"significant":[7],"threat":[8],"to":[9,116,131,142,147,163],"software":[10],"system":[11],"security":[12,78],"and":[13,46,77,104,183],"user":[14],"privacy.":[15],"Given":[16],"the":[17,41,50,54,66,110,113,118,122,139,144,150,165,181],"inefficiency":[18],"inherent":[19],"in":[20,32,49],"manual":[21],"vulnerability":[22,34,51,96,114,171,177],"analysis,":[23],"there":[24],"has":[25,64],"been":[26],"pronounced":[28],"surge":[29],"interest":[31],"automating":[33],"management":[35],"using":[36],"machine":[37],"learning":[38,63],"techniques.":[39],"However,":[40],"scarcity":[42],"publicly":[44],"accessible":[45],"large-scale":[47],"datasets":[48],"domain":[52],"impedes":[53],"advancement":[55],"automated":[57],"methodologies.":[58],"advent":[60],"federated":[62],"introduced":[65],"potential":[67],"utilization":[68],"private":[70],"data":[71,126],"for":[72],"learning,":[73],"while":[74],"ensuring":[75],"privacy":[76,127],"within":[79],"this":[80,88],"paradigm":[81],"presents":[82],"novel":[84],"challenge.":[85],"To":[86,124],"solve":[87],"problem,":[89],"we":[90,137,157],"introduce":[91],"new":[93],"approach":[94],"called":[95],"solution":[97],"with":[98],"abstract":[99],"syntax":[100],"tree":[101],"(AST),":[102],"SOEHash,":[103],"clustering":[105,161],"(V-ASC).":[106],"We":[107],"first":[108],"obtain":[109,117],"AST":[111],"underlying":[119],"pattern":[120],"vulnerability.":[123],"protect":[125],"as":[128,130],"well":[129],"extract":[132],"vector":[133],"features":[134],"the,":[136],"use":[138,158],"SOEHash":[140],"algorithm":[141,162],"process":[143,151],"AST.":[145],"Finally,":[146],"speed":[148],"up":[149],"similarity":[153],"comparison":[154],"between":[155],"vectors,":[156],"an":[159],"unsupervised":[160],"transform":[164],"set":[166],"vectors":[168],"into":[169],"individual":[170],"clusters.":[172],"Experiments":[173],"on":[174],"recent":[176],"dataset":[179],"validate":[180],"effectiveness":[182],"efficiency":[184],"V-ASC.":[186]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}