{"id":"https://openalex.org/W4224936528","doi":"https://doi.org/10.1109/icassp43922.2022.9747896","title":"Map: Multispectral Adversarial Patch to Attack Person Detection","display_name":"Map: Multispectral Adversarial Patch to Attack Person Detection","publication_year":2022,"publication_date":"2022-04-27","ids":{"openalex":"https://openalex.org/W4224936528","doi":"https://doi.org/10.1109/icassp43922.2022.9747896"},"language":"en","primary_location":{"id":"doi:10.1109/icassp43922.2022.9747896","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp43922.2022.9747896","pdf_url":null,"source":{"id":"https://openalex.org/S4363607702","display_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2022 - 2022 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/A5108865173","display_name":"Taeheon Kim","orcid":"https://orcid.org/0000-0001-6334-3025"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Taeheon Kim","raw_affiliation_strings":["School of Electrical Engineering, KAIST,Image and Video Systems Lab,South Korea","Image and Video Systems Lab, School of Electrical Engineering, KAIST, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, KAIST,Image and Video Systems Lab,South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"Image and Video Systems Lab, School of Electrical Engineering, KAIST, South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101684496","display_name":"Hong Joo Lee","orcid":"https://orcid.org/0000-0001-6626-5683"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hong Joo Lee","raw_affiliation_strings":["School of Electrical Engineering, KAIST,Image and Video Systems Lab,South Korea","Image and Video Systems Lab, School of Electrical Engineering, KAIST, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, KAIST,Image and Video Systems Lab,South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"Image and Video Systems Lab, School of Electrical Engineering, KAIST, South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038798134","display_name":"Yong Man Ro","orcid":"https://orcid.org/0000-0001-5306-6853"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yong Man Ro","raw_affiliation_strings":["School of Electrical Engineering, KAIST,Image and Video Systems Lab,South Korea","Image and Video Systems Lab, School of Electrical Engineering, KAIST, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, KAIST,Image and Video Systems Lab,South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"Image and Video Systems Lab, School of Electrical Engineering, KAIST, South Korea","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I157485424"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4853","last_page":"4857"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9955999851226807,"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/multispectral-image","display_name":"Multispectral image","score":0.9473834037780762},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.7214876413345337},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6846396923065186},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6586272120475769},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.6498798727989197},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.6099033951759338},{"id":"https://openalex.org/keywords/multispectral-pattern-recognition","display_name":"Multispectral pattern recognition","score":0.5910998582839966},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48100265860557556},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4221437871456146},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.18478015065193176}],"concepts":[{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.9473834037780762},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7214876413345337},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6846396923065186},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6586272120475769},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.6498798727989197},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6099033951759338},{"id":"https://openalex.org/C104541649","wikidata":"https://www.wikidata.org/wiki/Q6935090","display_name":"Multispectral pattern recognition","level":3,"score":0.5910998582839966},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48100265860557556},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4221437871456146},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.18478015065193176},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp43922.2022.9747896","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp43922.2022.9747896","pdf_url":null,"source":{"id":"https://openalex.org/S4363607702","display_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7799999713897705,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1910108985","https://openalex.org/W1945616565","https://openalex.org/W2415234561","https://openalex.org/W2585724928","https://openalex.org/W2777705169","https://openalex.org/W2911486422","https://openalex.org/W2938439675","https://openalex.org/W2963726920","https://openalex.org/W2964166085","https://openalex.org/W3015377530","https://openalex.org/W3015659040","https://openalex.org/W3027535223","https://openalex.org/W3094984771","https://openalex.org/W3097573595","https://openalex.org/W3121229854","https://openalex.org/W3158128549","https://openalex.org/W3160407050","https://openalex.org/W3171579381","https://openalex.org/W3176477939","https://openalex.org/W3196053208","https://openalex.org/W6640425456","https://openalex.org/W6770551804","https://openalex.org/W6777987809","https://openalex.org/W6794600940"],"related_works":["https://openalex.org/W2128126485","https://openalex.org/W1995889410","https://openalex.org/W1752760603","https://openalex.org/W4382563209","https://openalex.org/W2124952510","https://openalex.org/W2777937183","https://openalex.org/W2108633818","https://openalex.org/W2124951708","https://openalex.org/W1634492240","https://openalex.org/W2126922921"],"abstract_inverted_index":{"Recently,":[0],"multispectral":[1,35,43,82],"person":[2,23,36,44,83,97],"detection":[3,24],"has":[4,28],"shown":[5],"great":[6],"performance":[7],"in":[8,34,46,109,114],"real":[9],"world":[10],"applications":[11],"such":[12],"as":[13],"autonomous":[14],"driving":[15],"and":[16,67,99,112],"security":[17],"systems.":[18],"However,":[19],"the":[20,40,47,74,78,96,100],"reliability":[21,79],"of":[22,42,80],"against":[25,85],"physical":[26,48,86,115],"attacks":[27,95],"not":[29],"been":[30],"fully":[31],"explored":[32],"yet":[33],"detectors.":[37],"To":[38],"evaluate":[39,77],"robustness":[41],"detectors":[45],"world,":[49],"we":[50],"propose":[51],"a":[52,64,81],"novel":[53],"Multispectral":[54],"Adversarial":[55],"Patch":[56],"(MAP)":[57],"generation":[58],"framework.":[59],"MAP":[60],"is":[61,73,105],"optimized":[62],"with":[63],"Cross-spectral":[65],"Mapping(CSM)":[66],"Material":[68],"Emissivity(ME)":[69],"loss.":[70],"This":[71],"paper":[72],"first":[75],"to":[76],"detector":[84,98],"attack.":[87],"Throughout":[88],"experiment,":[89],"our":[90],"proposed":[91],"adversarial":[92],"patch":[93],"successfully":[94],"Average":[101],"Precision":[102],"(AP)":[103],"score":[104],"dropped":[106],"by":[107],"90.79%":[108],"digital":[110],"space":[111],"73.34%":[113],"space.":[116]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
