{"id":"https://openalex.org/W4403488600","doi":"https://doi.org/10.3233/faia240528","title":"IPA-NeRF: Illusory Poisoning Attack Against Neural Radiance Fields","display_name":"IPA-NeRF: Illusory Poisoning Attack Against Neural Radiance Fields","publication_year":2024,"publication_date":"2024-10-16","ids":{"openalex":"https://openalex.org/W4403488600","doi":"https://doi.org/10.3233/faia240528"},"language":"en","primary_location":{"id":"doi:10.3233/faia240528","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia240528","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA240528","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA240528","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091116952","display_name":"Wenxiang Jiang","orcid":"https://orcid.org/0000-0001-9450-3415"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenxiang Jiang","raw_affiliation_strings":["Ocean University of China"],"affiliations":[{"raw_affiliation_string":"Ocean University of China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101979446","display_name":"Hanwei Zhang","orcid":"https://orcid.org/0000-0002-1675-7572"},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]},{"id":"https://openalex.org/I91712215","display_name":"Saarland University","ror":"https://ror.org/01jdpyv68","country_code":"DE","type":"education","lineage":["https://openalex.org/I91712215"]}],"countries":["CN","DE"],"is_corresponding":false,"raw_author_name":"Hanwei Zhang","raw_affiliation_strings":["Institute of Intelligent Software, Guangzhou","Saarland University"],"affiliations":[{"raw_affiliation_string":"Institute of Intelligent Software, Guangzhou","institution_ids":["https://openalex.org/I4210128818"]},{"raw_affiliation_string":"Saarland University","institution_ids":["https://openalex.org/I91712215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113377810","display_name":"Shuo Zhao","orcid":"https://orcid.org/0009-0006-3640-7285"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuo Zhao","raw_affiliation_strings":["Ocean University of China"],"affiliations":[{"raw_affiliation_string":"Ocean University of China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100766490","display_name":"Zhongwen Guo","orcid":"https://orcid.org/0000-0002-6890-0107"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongwen Guo","raw_affiliation_strings":["Ocean University of China"],"affiliations":[{"raw_affiliation_string":"Ocean University of China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080102032","display_name":"Hao Wang","orcid":"https://orcid.org/0000-0001-7594-7387"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Wang","raw_affiliation_strings":["Xidian University, China"],"affiliations":[{"raw_affiliation_string":"Xidian University, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5091116952"],"corresponding_institution_ids":["https://openalex.org/I59028903"],"apc_list":null,"apc_paid":null,"fwci":1.5113,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.8484012,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.7656999826431274,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.7656999826431274,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/radiance","display_name":"Radiance","score":0.6917782425880432},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.3207157850265503},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3205373287200928},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3194887042045593},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1770496666431427},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.12271836400032043}],"concepts":[{"id":"https://openalex.org/C23690007","wikidata":"https://www.wikidata.org/wiki/Q1411145","display_name":"Radiance","level":2,"score":0.6917782425880432},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.3207157850265503},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3205373287200928},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3194887042045593},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1770496666431427},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.12271836400032043}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/faia240528","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia240528","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA240528","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/faia240528","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia240528","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA240528","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.8600000143051147,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4403488600.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2896728493","https://openalex.org/W2392142157","https://openalex.org/W2043512367","https://openalex.org/W4321518006","https://openalex.org/W2331836163","https://openalex.org/W2024462231","https://openalex.org/W2005276308"],"abstract_inverted_index":{"Neural":[0,74],"Radiance":[1,75],"Field":[2],"(NeRF)":[3],"represents":[4],"a":[5,82,122],"significant":[6],"advancement":[7],"in":[8,130],"computer":[9],"vision,":[10],"offering":[11],"implicit":[12],"neural":[13],"network-based":[14],"scene":[15],"representation":[16],"and":[17,52],"novel":[18],"view":[19,85,102],"synthesis":[20],"capabilities.":[21],"Its":[22],"applications":[23],"span":[24],"diverse":[25],"fields":[26],"including":[27],"robotics,":[28],"urban":[29],"mapping,":[30],"autonomous":[31],"navigation,":[32],"virtual":[33],"reality/augmented":[34],"reality,":[35],"etc.,":[36],"some":[37],"of":[38,54,142],"which":[39],"are":[40],"considered":[41],"high-risk":[42],"AI":[43],"applications.":[44],"However,":[45],"despite":[46],"its":[47],"widespread":[48],"adoption,":[49],"the":[50,69,99,140,149,153,171],"robustness":[51],"security":[53],"NeRF":[55,131],"remain":[56,132],"largely":[57],"unexplored.":[58],"In":[59],"this":[60,65,163],"study,":[61],"we":[62,161],"contribute":[63],"to":[64,90,115,170],"area":[66],"by":[67,165],"introducing":[68,166],"Illusory":[70,144],"Poisoning":[71,145],"Attack":[72],"against":[73],"Fields":[76],"(IPA-NeRF).":[77],"This":[78],"attack":[79,111,164],"involves":[80],"embedding":[81],"hidden":[83],"backdoor":[84,101],"into":[86],"NeRF,":[87],"allowing":[88],"it":[89],"produce":[91],"predetermined":[92],"outputs,":[93],"i.e.":[94],"illusory,":[95],"when":[96],"presented":[97],"with":[98,107],"specified":[100,154],"while":[103,125],"maintaining":[104],"normal":[105],"performance":[106],"standard":[108],"inputs.":[109],"Our":[110],"is":[112],"specifically":[113],"designed":[114],"deceive":[116],"users":[117],"or":[118],"downstream":[119],"models":[120],"at":[121,179],"particular":[123],"position":[124],"ensuring":[126],"that":[127],"any":[128],"abnormalities":[129],"undetectable":[133],"from":[134],"other":[135,158],"viewpoints.":[136],"Experimental":[137],"results":[138],"demonstrate":[139],"effectiveness":[141],"our":[143],"Attack,":[146],"successfully":[147],"presenting":[148],"desired":[150],"illusory":[151],"on":[152],"viewpoint":[155],"without":[156],"impacting":[157],"views.":[159],"Notably,":[160],"achieve":[162],"small":[167],"perturbations":[168],"solely":[169],"training":[172],"set.":[173],"The":[174],"code":[175],"can":[176],"be":[177],"found":[178],"https://github.com/jiang-wenxiang/IPA-NeRF.":[180]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}