{"id":"https://openalex.org/W4408352273","doi":"https://doi.org/10.1109/icassp49660.2025.10889686","title":"Point Clean-label Backdoor Attack for Specific Classes via Feature Entanglement","display_name":"Point Clean-label Backdoor Attack for Specific Classes via Feature Entanglement","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408352273","doi":"https://doi.org/10.1109/icassp49660.2025.10889686"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10889686","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10889686","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5101657244","display_name":"Yang Wang","orcid":"https://orcid.org/0000-0002-8333-0843"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Wang","raw_affiliation_strings":["Nanchang University,School of Mathematics and Computer Sciences,Nanchang,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanchang University,School of Mathematics and Computer Sciences,Nanchang,China","institution_ids":["https://openalex.org/I141649914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100318172","display_name":"Wei Li","orcid":"https://orcid.org/0000-0002-3786-4959"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Li","raw_affiliation_strings":["Nanchang University,School of Software,Nanchang,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanchang University,School of Software,Nanchang,China","institution_ids":["https://openalex.org/I141649914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062618254","display_name":"Shengbo Chen","orcid":"https://orcid.org/0000-0002-9026-8128"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengbo Chen","raw_affiliation_strings":["Nanchang University,School of Software,Nanchang,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanchang University,School of Software,Nanchang,China","institution_ids":["https://openalex.org/I141649914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100813758","display_name":"Hong Rao","orcid":"https://orcid.org/0000-0002-7467-7108"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Rao","raw_affiliation_strings":["Nanchang University,School of Software,Nanchang,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanchang University,School of Software,Nanchang,China","institution_ids":["https://openalex.org/I141649914"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110697019","display_name":"A Salahuddin Mohammad","orcid":null},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Azman Mohammad","raw_affiliation_strings":["Nanchang University,School of Software,Nanchang,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanchang University,School of Software,Nanchang,China","institution_ids":["https://openalex.org/I141649914"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I141649914"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9976999759674072,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9976999759674072,"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/T11492","display_name":"Academic integrity and plagiarism","score":0.9506999850273132,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11424","display_name":"Security and Verification in Computing","score":0.9412999749183655,"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/backdoor","display_name":"Backdoor","score":0.9545544981956482},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.605888307094574},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5783507227897644},{"id":"https://openalex.org/keywords/quantum-entanglement","display_name":"Quantum entanglement","score":0.5717470049858093},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.47474604845046997},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3084479570388794},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19143128395080566},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.16016441583633423}],"concepts":[{"id":"https://openalex.org/C2781045450","wikidata":"https://www.wikidata.org/wiki/Q254569","display_name":"Backdoor","level":2,"score":0.9545544981956482},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.605888307094574},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5783507227897644},{"id":"https://openalex.org/C121040770","wikidata":"https://www.wikidata.org/wiki/Q215675","display_name":"Quantum entanglement","level":3,"score":0.5717470049858093},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.47474604845046997},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3084479570388794},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19143128395080566},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.16016441583633423},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10889686","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10889686","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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"},{"id":"https://openalex.org/F4320322665","display_name":"Natural Science Foundation of Jiangxi Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1920022804","https://openalex.org/W2979750740","https://openalex.org/W3034414373","https://openalex.org/W3034707001","https://openalex.org/W3042368254","https://openalex.org/W3155871095","https://openalex.org/W3206645831","https://openalex.org/W4214563788","https://openalex.org/W4214812658","https://openalex.org/W4224917275","https://openalex.org/W4225285600","https://openalex.org/W4308410017","https://openalex.org/W4323655037","https://openalex.org/W4388726687","https://openalex.org/W4388867373","https://openalex.org/W4391974622","https://openalex.org/W4393160197","https://openalex.org/W4402753517","https://openalex.org/W4402916566","https://openalex.org/W6739778489","https://openalex.org/W6763422710"],"related_works":["https://openalex.org/W4320031223","https://openalex.org/W4200629851","https://openalex.org/W4281902577","https://openalex.org/W4309417370","https://openalex.org/W4292107232","https://openalex.org/W3009072493","https://openalex.org/W4386080799","https://openalex.org/W3140988292","https://openalex.org/W4401407399","https://openalex.org/W39961996"],"abstract_inverted_index":{"Point":[0],"cloud":[1,63],"classifiers":[2],"have":[3],"been":[4],"recently":[5],"demonstrated":[6],"to":[7,10,53,85,114],"be":[8],"vulnerable":[9],"backdoor":[11,34,64,71,108],"attacks.":[12],"The":[13],"infected":[14],"model":[15],"functions":[16],"normally":[17],"on":[18],"clean":[19],"data,":[20],"yet":[21],"its":[22],"predictions":[23],"are":[24,28,48],"errors":[25],"when":[26],"triggers":[27],"encountered.":[29],"Currently,":[30],"the":[31,54,68,87,103,124],"point":[32,62,69],"clean-label":[33,70],"attack":[35,65,72,126],"(PointCBA)":[36],"method":[37],"utilizes":[38],"feature":[39,82,88],"disentanglement,":[40],"which":[41],"is":[42,112],"less":[43],"effective":[44],"for":[45,73],"classes":[46,75,100],"that":[47,121],"not":[49],"in":[50],"close":[51],"proximity":[52],"target":[55,93,104],"class.":[56,105],"This":[57,95],"paper":[58],"proposes":[59],"a":[60,79,107],"novel":[61],"approach,":[66],"named":[67,81],"specific":[74],"(PointCBA-S).":[76],"PointCBA-S":[77,122],"incorporates":[78],"strategy":[80,96],"entanglement,":[83],"designed":[84],"mitigate":[86],"similarity":[89],"between":[90],"proximate":[91],"and":[92],"classes.":[94],"ensures":[97],"effectiveness":[98],"across":[99],"distant":[101],"from":[102],"Furthermore,":[106],"spatial":[109],"optimization":[110],"mechanism":[111],"utilized":[113],"create":[115],"more":[116],"potent":[117],"triggers.":[118],"Experiments":[119],"indicate":[120],"enhances":[123],"average":[125],"success":[127],"rate":[128],"(ASR)":[129],"by":[130],"30.8%":[131],"under":[132],"different":[133],"classifiers.":[134]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
