{"id":"https://openalex.org/W4391509241","doi":"https://doi.org/10.1093/comjnl/bxae009","title":"Joint Alignment Networks For Few-Shot Website Fingerprinting Attack","display_name":"Joint Alignment Networks For Few-Shot Website Fingerprinting Attack","publication_year":2024,"publication_date":"2024-02-02","ids":{"openalex":"https://openalex.org/W4391509241","doi":"https://doi.org/10.1093/comjnl/bxae009"},"language":"en","primary_location":{"id":"doi:10.1093/comjnl/bxae009","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comjnl/bxae009","pdf_url":null,"source":{"id":"https://openalex.org/S44643521","display_name":"The Computer Journal","issn_l":"0010-4620","issn":["0010-4620","1460-2067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Computer 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/A5101463643","display_name":"Qiang Zhou","orcid":"https://orcid.org/0000-0002-7978-6602"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qiang Zhou","raw_affiliation_strings":["School of Computer Science and Communication Engineering , , Xuefu Street, 212013, Zhenjiang, Jiangsu , China","University of Jiangsu , , Xuefu Street, 212013, Zhenjiang, Jiangsu , China","School of Computer Science and Communication Engineering, University of Jiangsu, Xuefu Street, 212013, Zhenjiang, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Communication Engineering , , Xuefu Street, 212013, Zhenjiang, Jiangsu , China","institution_ids":["https://openalex.org/I115592961"]},{"raw_affiliation_string":"University of Jiangsu , , Xuefu Street, 212013, Zhenjiang, Jiangsu , China","institution_ids":["https://openalex.org/I115592961"]},{"raw_affiliation_string":"School of Computer Science and Communication Engineering, University of Jiangsu, Xuefu Street, 212013, Zhenjiang, Jiangsu, China","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017914641","display_name":"Liangmin Wang","orcid":"https://orcid.org/0000-0003-0048-5979"},"institutions":[{"id":"https://openalex.org/I4210166603","display_name":"Jinling Institute of Technology","ror":"https://ror.org/05em1gq62","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210166603"]},{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liangmin Wang","raw_affiliation_strings":["School of Cyber Science and Engineering , , Moling Street, 211102, NanJing, Jiangsu , China","Southeast University , , Moling Street, 211102, NanJing, Jiangsu , China","School of Cyber Science and Engineering, Southeast University, Moling Street, 211102, NanJing, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering , , Moling Street, 211102, NanJing, Jiangsu , China","institution_ids":["https://openalex.org/I4210166603"]},{"raw_affiliation_string":"Southeast University , , Moling Street, 211102, NanJing, Jiangsu , China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Cyber Science and Engineering, Southeast University, Moling Street, 211102, NanJing, Jiangsu, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071855354","display_name":"Huijuan Zhu","orcid":"https://orcid.org/0000-0003-2751-2607"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huijuan Zhu","raw_affiliation_strings":["School of Computer Science and Communication Engineering , , Xuefu Street, 212013, Zhenjiang, Jiangsu , China","University of Jiangsu , , Xuefu Street, 212013, Zhenjiang, Jiangsu , China","School of Computer Science and Communication Engineering, University of Jiangsu, Xuefu Street, 212013, Zhenjiang, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Communication Engineering , , Xuefu Street, 212013, Zhenjiang, Jiangsu , China","institution_ids":["https://openalex.org/I115592961"]},{"raw_affiliation_string":"University of Jiangsu , , Xuefu Street, 212013, Zhenjiang, Jiangsu , China","institution_ids":["https://openalex.org/I115592961"]},{"raw_affiliation_string":"School of Computer Science and Communication Engineering, University of Jiangsu, Xuefu Street, 212013, Zhenjiang, Jiangsu, China","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061696740","display_name":"Tong L\u00fc","orcid":"https://orcid.org/0000-0002-7051-5347"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tong Lu","raw_affiliation_strings":["School of Computer Science and Communication Engineering , , Xuefu Street, 212013, Zhenjiang, Jiangsu , China","University of Jiangsu , , Xuefu Street, 212013, Zhenjiang, Jiangsu , China","School of Computer Science and Communication Engineering, University of Jiangsu, Xuefu Street, 212013, Zhenjiang, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Communication Engineering , , Xuefu Street, 212013, Zhenjiang, Jiangsu , China","institution_ids":["https://openalex.org/I115592961"]},{"raw_affiliation_string":"University of Jiangsu , , Xuefu Street, 212013, Zhenjiang, Jiangsu , China","institution_ids":["https://openalex.org/I115592961"]},{"raw_affiliation_string":"School of Computer Science and Communication Engineering, University of Jiangsu, Xuefu Street, 212013, Zhenjiang, Jiangsu, China","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006796286","display_name":"Heping Song","orcid":"https://orcid.org/0000-0002-8583-2804"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heping Song","raw_affiliation_strings":["School of Computer Science and Communication Engineering , , Xuefu Street, 212013, Zhenjiang, Jiangsu , China","University of Jiangsu , , Xuefu Street, 212013, Zhenjiang, Jiangsu , China","School of Computer Science and Communication Engineering, University of Jiangsu, Xuefu Street, 212013, Zhenjiang, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Communication Engineering , , Xuefu Street, 212013, Zhenjiang, Jiangsu , China","institution_ids":["https://openalex.org/I115592961"]},{"raw_affiliation_string":"University of Jiangsu , , Xuefu Street, 212013, Zhenjiang, Jiangsu , China","institution_ids":["https://openalex.org/I115592961"]},{"raw_affiliation_string":"School of Computer Science and Communication Engineering, University of Jiangsu, Xuefu Street, 212013, Zhenjiang, Jiangsu, China","institution_ids":["https://openalex.org/I115592961"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101463643"],"corresponding_institution_ids":["https://openalex.org/I115592961"],"apc_list":{"value":2635,"currency":"GBP","value_usd":3232},"apc_paid":null,"fwci":1.3892,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.8275331,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"67","issue":"6","first_page":"2331","last_page":"2345"},"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":0.9998999834060669,"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":0.9998999834060669,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9919000267982483,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9900000095367432,"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/shot","display_name":"Shot (pellet)","score":0.8033157587051392},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7989411354064941},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6552541255950928},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.654429018497467},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6222275495529175},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.5974798798561096},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5374389886856079},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.5215458869934082},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42775222659111023},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37193718552589417},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06246921420097351}],"concepts":[{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.8033157587051392},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7989411354064941},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6552541255950928},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.654429018497467},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6222275495529175},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.5974798798561096},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5374389886856079},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.5215458869934082},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42775222659111023},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37193718552589417},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06246921420097351},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1093/comjnl/bxae009","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comjnl/bxae009","pdf_url":null,"source":{"id":"https://openalex.org/S44643521","display_name":"The Computer Journal","issn_l":"0010-4620","issn":["0010-4620","1460-2067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Computer Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.6399999856948853}],"awards":[{"id":"https://openalex.org/G1325466753","display_name":null,"funder_award_id":"62372105","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1498436455","https://openalex.org/W1522301498","https://openalex.org/W2012210084","https://openalex.org/W2110097068","https://openalex.org/W2120702739","https://openalex.org/W2164943005","https://openalex.org/W2187089797","https://openalex.org/W2272516773","https://openalex.org/W2490879758","https://openalex.org/W2618530766","https://openalex.org/W2783301790","https://openalex.org/W2919115771","https://openalex.org/W2963434422","https://openalex.org/W2963704216","https://openalex.org/W2963775347","https://openalex.org/W2964602598","https://openalex.org/W2966996294","https://openalex.org/W2989013751","https://openalex.org/W3081657207","https://openalex.org/W3103367901","https://openalex.org/W3171830332","https://openalex.org/W3177525997","https://openalex.org/W3193903060","https://openalex.org/W3194860875","https://openalex.org/W3199181044","https://openalex.org/W4213219213","https://openalex.org/W4214708455","https://openalex.org/W4225125099","https://openalex.org/W4225696825","https://openalex.org/W4282961051","https://openalex.org/W4296473472","https://openalex.org/W4308887396","https://openalex.org/W4315498972","https://openalex.org/W4366607053","https://openalex.org/W4384948652","https://openalex.org/W6631190155","https://openalex.org/W6676663998","https://openalex.org/W6679554340","https://openalex.org/W6682188453","https://openalex.org/W6693724512","https://openalex.org/W6722439786","https://openalex.org/W6754703258","https://openalex.org/W6756810460","https://openalex.org/W6798702645","https://openalex.org/W6801403500","https://openalex.org/W6846813235"],"related_works":["https://openalex.org/W2074502265","https://openalex.org/W4214877189","https://openalex.org/W2773965352","https://openalex.org/W2381179799","https://openalex.org/W2980279061","https://openalex.org/W2334685461","https://openalex.org/W2366718574","https://openalex.org/W2359774528","https://openalex.org/W4298312966","https://openalex.org/W2325697621"],"abstract_inverted_index":{"Abstract":[0],"Website":[1],"fingerprinting":[2],"(WF)":[3],"attacks":[4,72,94],"based":[5],"on":[6,40,182],"deep":[7,24],"neural":[8],"networks":[9],"pose":[10],"a":[11,23,121,144],"significant":[12],"threat":[13],"to":[14,57,85,100,111,165],"the":[15,41,50,58,63,67,77,96,102,106,114,154,189,196],"privacy":[16],"of":[17,52,116],"anonymous":[18,87],"network":[19],"users.":[20],"However,":[21,90],"training":[22],"WF":[25,71,93,124,192],"model":[26,107],"requires":[27],"many":[28],"labeled":[29,83,117],"traces,":[30],"which":[31,109,131],"can":[32],"be":[33,46],"labor-intensive":[34],"and":[35,37,79,139,149,160,169],"time-consuming,":[36],"models":[38],"trained":[39],"originally":[42,78,148],"collected":[43,54,82,151],"traces":[44,55,84,152,168,172],"cannot":[45],"directly":[47],"used":[48],"for":[49,75,157,177],"classification":[51],"newly":[53,81,150],"due":[56],"concept":[59,103],"drift":[60,104],"caused":[61],"by":[62],"time":[64],"gap":[65],"in":[66,105,153,195],"data":[68],"collection.":[69],"Few-shot":[70],"are":[73],"proposed":[74],"using":[76],"few-shot":[80,92,123,191],"facilitate":[86],"trace":[88],"classification.":[89],"existing":[91],"ignore":[95],"fine-grained":[97,133],"feature":[98,134,155],"alignment":[99,135],"eliminate":[101],"training,":[108],"fails":[110],"fully":[112],"use":[113],"knowledge":[115],"traces.":[118],"We":[119],"propose":[120],"novel":[122],"attack":[125],"called":[126],"Joint":[127],"Alignment":[128],"Networks":[129],"(JAN),":[130],"conducts":[132],"at":[136],"both":[137],"semantic-level":[138,178],"feature-level.":[140],"Specifically,":[141],"JAN":[142,187],"minimizes":[143],"distribution":[145],"distance":[146],"between":[147],"space":[156],"feature-level":[158],"alignment,":[159],"utilizes":[161],"two":[162],"task-specific":[163],"classifiers":[164],"detect":[166],"unaligned":[167],"force":[170],"these":[171],"mapped":[173],"within":[174],"decision":[175],"boundaries":[176],"alignment.":[179],"Extensive":[180],"experiments":[181],"public":[183],"datasets":[184],"show":[185],"that":[186],"outperforms":[188],"state-of-the-art":[190],"methods,":[193],"especially":[194],"difficult":[197],"1-shot":[198],"tasks.":[199]},"counts_by_year":[{"year":2025,"cited_by_count":5}],"updated_date":"2026-06-16T07:32:37.131356","created_date":"2025-10-10T00:00:00"}
