{"id":"https://openalex.org/W4399939483","doi":"https://doi.org/10.1109/tgrs.2024.3417958","title":"Toward Generic and Controllable Attacks Against Object Detection","display_name":"Toward Generic and Controllable Attacks Against Object Detection","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399939483","doi":"https://doi.org/10.1109/tgrs.2024.3417958"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2024.3417958","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3417958","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Transactions on Geoscience and Remote Sensing","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/A5028214567","display_name":"Guopeng Li","orcid":"https://orcid.org/0009-0003-5853-7468"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guopeng Li","raw_affiliation_strings":["School of Computer Science, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100445659","display_name":"Yue Xu","orcid":"https://orcid.org/0000-0002-1137-0272"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Xu","raw_affiliation_strings":["School of Cyber Science and Engineering, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070798635","display_name":"Jian Ding","orcid":"https://orcid.org/0000-0002-7188-5884"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Ding","raw_affiliation_strings":["State Key Laboratory LIESMARS, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory LIESMARS, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073032922","display_name":"Gui-Song Xia","orcid":"https://orcid.org/0000-0001-7660-6090"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gui-Song Xia","raw_affiliation_strings":["National Engineering Research Center for Multimedia Software, School of Computer Science and Institute of Artificial Intelligence, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Multimedia Software, School of Computer Science and Institute of Artificial Intelligence, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5028214567"],"corresponding_institution_ids":["https://openalex.org/I37461747"],"apc_list":null,"apc_paid":null,"fwci":2.1822,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.88952062,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"62","issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9944000244140625,"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":0.9944000244140625,"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/T10828","display_name":"Biometric Identification and Security","score":0.9526000022888184,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11498","display_name":"Security in Wireless Sensor Networks","score":0.9524999856948853,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.7068256139755249},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4936336278915405},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.45276159048080444},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4035147726535797},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.36640262603759766},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3324708342552185},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.2114904820919037},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.13437071442604065}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7068256139755249},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4936336278915405},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.45276159048080444},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4035147726535797},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.36640262603759766},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3324708342552185},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2114904820919037},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.13437071442604065}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2024.3417958","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3417958","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3965009956","display_name":null,"funder_award_id":"U22B2011","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7875021329","display_name":null,"funder_award_id":"62325111","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":79,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1861492603","https://openalex.org/W2071804214","https://openalex.org/W2114582993","https://openalex.org/W2144506857","https://openalex.org/W2194775991","https://openalex.org/W2243397390","https://openalex.org/W2549139847","https://openalex.org/W2604505099","https://openalex.org/W2765424254","https://openalex.org/W2896078964","https://openalex.org/W2962749812","https://openalex.org/W2963037989","https://openalex.org/W2963150697","https://openalex.org/W2963351448","https://openalex.org/W2963366334","https://openalex.org/W2963857521","https://openalex.org/W2964979676","https://openalex.org/W2965198951","https://openalex.org/W2981495453","https://openalex.org/W2982770724","https://openalex.org/W2986357608","https://openalex.org/W2989676862","https://openalex.org/W2991363140","https://openalex.org/W3035396860","https://openalex.org/W3035821888","https://openalex.org/W3096166514","https://openalex.org/W3096609285","https://openalex.org/W3104218734","https://openalex.org/W3107235539","https://openalex.org/W3120052154","https://openalex.org/W3126650150","https://openalex.org/W3136761610","https://openalex.org/W3168542916","https://openalex.org/W3170033848","https://openalex.org/W3171288285","https://openalex.org/W3172087149","https://openalex.org/W3172752666","https://openalex.org/W3175630421","https://openalex.org/W3177184533","https://openalex.org/W3182316408","https://openalex.org/W3203497300","https://openalex.org/W3208634274","https://openalex.org/W4211114389","https://openalex.org/W4214507171","https://openalex.org/W4214648418","https://openalex.org/W4225125774","https://openalex.org/W4225928697","https://openalex.org/W4226201626","https://openalex.org/W4226378932","https://openalex.org/W4246193833","https://openalex.org/W4288325606","https://openalex.org/W4293846201","https://openalex.org/W4304098295","https://openalex.org/W4304701424","https://openalex.org/W4312335509","https://openalex.org/W4312948371","https://openalex.org/W4312959179","https://openalex.org/W4375802376","https://openalex.org/W4385245566","https://openalex.org/W4385318467","https://openalex.org/W4396713940","https://openalex.org/W6631190155","https://openalex.org/W6637162671","https://openalex.org/W6637373629","https://openalex.org/W6640425456","https://openalex.org/W6754363872","https://openalex.org/W6754854422","https://openalex.org/W6761839128","https://openalex.org/W6765779288","https://openalex.org/W6771543752","https://openalex.org/W6774541847","https://openalex.org/W6779586474","https://openalex.org/W6779990023","https://openalex.org/W6784094891","https://openalex.org/W6787052717","https://openalex.org/W6800620015","https://openalex.org/W6842892382","https://openalex.org/W6846598164"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Existing":[0],"adversarial":[1,53],"attacks":[2,20,98],"against":[3,50],"object":[4],"detectors":[5],"(ODs)":[6],"have":[7,13],"two":[8],"inherent":[9],"limitations.":[10],"First,":[11],"ODs":[12,22,51,82,92,131],"complex":[14],"meta-structure":[15],"designs,":[16],"hence":[17],"most":[18,48],"advanced":[19],"for":[21,39],"concentrate":[23],"on":[24,43,80,132],"attacking":[25],"specific":[26],"detector-intrinsic":[27,106],"structures":[28],"[e.g.,":[29],"RPN":[30],"and":[31,96,134,140],"nonmaximal":[32],"suppression":[33],"(NMS)],":[34],"which":[35,63],"makes":[36],"it":[37],"hard":[38],"them":[40],"to":[41,115,121],"work":[42],"other":[44],"new":[45],"detectors.":[46],"Second,":[47],"works":[49],"make":[52],"examples":[54],"(AEs)":[55],"by":[56],"adding":[57],"image-level":[58],"perturbations":[59,66,120],"into":[60],"original":[61],"images,":[62],"brings":[64],"redundant":[65],"in":[67,147],"semantically":[68],"meaningless":[69],"areas":[70],"(e.g.,":[71],"backgrounds).":[72],"This":[73],"article":[74],"proposes":[75],"a":[76,87],"generic":[77,88],"white-box":[78],"attack":[79],"mainstream":[81],"with":[83,137],"controllable":[84],"perturbations.":[85],"For":[86],"attack,":[89],"LGP":[90,126],"treats":[91],"as":[93],"black":[94],"boxes":[95],"only":[97],"their":[99],"outputs,":[100],"thereby":[101],"eliminating":[102],"the":[103,117,124],"limitations":[104],"of":[105,119],"structures.":[107],"Regarding":[108],"controllability,":[109],"we":[110],"establish":[111],"an":[112],"object-wise":[113],"constraint":[114],"induce":[116],"attachment":[118],"foregrounds.":[122],"Experimentally,":[123],"proposed":[125],"successfully":[127],"attacked":[128],"16":[129],"state-of-the-art":[130],"MS-COCO":[133],"DOTA":[135],"datasets,":[136],"promising":[138],"imperceptibility":[139],"transferability":[141],"obtained.":[142],"Code":[143],"is":[144],"publicly":[145],"released":[146],"<uri":[148],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[149],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/liguopeng0923/LGP.git</uri>.":[150]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2024-06-25T00:00:00"}