{"id":"https://openalex.org/W4394711678","doi":"https://doi.org/10.1109/tgrs.2024.3387486","title":"DGA: Direction-Guided Attack Against Optical Aerial Detection in Camera Shooting Direction-Agnostic Scenarios","display_name":"DGA: Direction-Guided Attack Against Optical Aerial Detection in Camera Shooting Direction-Agnostic Scenarios","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4394711678","doi":"https://doi.org/10.1109/tgrs.2024.3387486"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2024.3387486","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3387486","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/A5012286535","display_name":"Yue Zhou","orcid":"https://orcid.org/0000-0002-3080-6721"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yue Zhou","raw_affiliation_strings":["School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111952364","display_name":"Shuqi Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuqi Sun","raw_affiliation_strings":["School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074129836","display_name":"Xue Jiang","orcid":"https://orcid.org/0000-0001-7099-6817"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xue Jiang","raw_affiliation_strings":["School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091046481","display_name":"Guozheng Xu","orcid":"https://orcid.org/0000-0002-5083-5896"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guozheng Xu","raw_affiliation_strings":["School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025364445","display_name":"Fengyuan Hu","orcid":"https://orcid.org/0009-0006-9785-0934"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengyuan Hu","raw_affiliation_strings":["School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102016340","display_name":"Ze Zhang","orcid":"https://orcid.org/0009-0004-4088-0070"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ze Zhang","raw_affiliation_strings":["School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061319150","display_name":"Xingzhao Liu","orcid":"https://orcid.org/0000-0002-4533-3904"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingzhao Liu","raw_affiliation_strings":["School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5012286535"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":2.2754,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.87635258,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"62","issue":null,"first_page":"1","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13869","display_name":"Ocular and Laser Science Research","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12153","display_name":"Advanced Optical Sensing Technologies","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/3105","display_name":"Instrumentation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6181109547615051},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5712081789970398},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5243352055549622},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.473283976316452},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.21423110365867615}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6181109547615051},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5712081789970398},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5243352055549622},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.473283976316452},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.21423110365867615}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2024.3387486","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3387486","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":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1673923490","https://openalex.org/W2133665775","https://openalex.org/W2243397390","https://openalex.org/W2528329134","https://openalex.org/W2535873859","https://openalex.org/W2765407302","https://openalex.org/W2785523195","https://openalex.org/W2884561390","https://openalex.org/W2890054895","https://openalex.org/W2962858109","https://openalex.org/W2963112696","https://openalex.org/W2963229629","https://openalex.org/W2963726920","https://openalex.org/W2963857521","https://openalex.org/W2986357608","https://openalex.org/W3015363211","https://openalex.org/W3034412497","https://openalex.org/W3035396860","https://openalex.org/W3035821888","https://openalex.org/W3088678766","https://openalex.org/W3094815392","https://openalex.org/W3138516171","https://openalex.org/W3174389852","https://openalex.org/W3174873843","https://openalex.org/W3194110702","https://openalex.org/W3200450146","https://openalex.org/W3206814941","https://openalex.org/W4214833808","https://openalex.org/W4221145875","https://openalex.org/W4225125774","https://openalex.org/W4293846201","https://openalex.org/W4297676427","https://openalex.org/W4307371716","https://openalex.org/W4311726887","https://openalex.org/W4312611884","https://openalex.org/W4322588869","https://openalex.org/W4323544972","https://openalex.org/W4362652984","https://openalex.org/W4364305465","https://openalex.org/W4375802376","https://openalex.org/W4376851255","https://openalex.org/W4386076325","https://openalex.org/W4387802709","https://openalex.org/W4387971930","https://openalex.org/W4400728888","https://openalex.org/W6637162671","https://openalex.org/W6747620207","https://openalex.org/W6754363872","https://openalex.org/W6756358366","https://openalex.org/W6810500120","https://openalex.org/W6843239693","https://openalex.org/W6847876731","https://openalex.org/W6850692320","https://openalex.org/W6854290347"],"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":{"Patch-based":[0],"adversarial":[1,41,62,98],"attacks":[2,99],"have":[3],"increasingly":[4],"aroused":[5],"concerns":[6],"due":[7,47],"to":[8,32,48,150,154,162,171,191,223],"their":[9,49],"application":[10],"potential":[11,250],"in":[12,77,83,97,137,198,243],"military":[13],"and":[14,28,65,100,133,165,180,202,233,238,249],"civilian":[15],"fields.":[16],"In":[17,86],"aerial":[18,78,128],"imagery,":[19],"numerous":[20],"targets":[21],"exhibit":[22,44],"inherent":[23],"directionality,":[24],"such":[25],"as":[26],"vehicles":[27],"ships,":[29],"giving":[30],"rise":[31],"the":[33,61,66,91,108,114,156,160,163,177,182,193,199,218,221,225,247,252],"emergence":[34],"of":[35,51,94,147,159,169,220,227,251],"oriented":[36],"object":[37],"detection":[38,174,213],"tasks;":[39],"similarly,":[40],"patches":[42,228],"also":[43],"intrinsic":[45],"orientation":[46,64,96,109,158,219],"lack":[50],"perfect":[52],"symmetry.":[53],"Existing":[54],"methods":[55],"presuppose":[56],"a":[57,187,210],"static":[58],"alignment":[59],"between":[60,195],"patch\u2019s":[63],"camera\u2019s":[67],"coordinate":[68],"system":[69],"\u2013":[70],"an":[71],"assumption":[72],"that":[73],"is":[74,110,123,149],"frequently":[75],"violated":[76],"images,":[79],"whose":[80],"effectiveness":[81],"degrades":[82],"real-world":[84,127,205,256],"scenarios.":[85,143],"this":[87],"paper,":[88],"we":[89,208],"investigate":[90],"often-neglected":[92],"aspect":[93],"patch":[95,161,183,196],"its":[101,203],"impact":[102],"on":[103],"camouflage":[104],"effectiveness,":[105],"particularly":[106],"when":[107],"not":[111],"congruent":[112],"with":[113],"target.":[115],"A":[116],"new":[117],"Directional":[118],"Guided":[119],"Attack":[120],"(DGA)":[121],"framework":[122,254],"proposed":[124,253],"for":[125,255],"deceiving":[126],"detectors,":[129],"which":[130,216],"shows":[131],"robust":[132],"adaptable":[134],"attack":[135],"performance":[136,197],"camera":[138],"shooting":[139,231],"direction":[140],"agnostic":[141],"(CSDA)":[142],"The":[144],"core":[145],"idea":[146],"DGA":[148],"utilize":[151],"affine":[152],"transformations":[153],"constrain":[155],"relative":[157],"target":[164,173],"introduce":[166,186],"three":[167],"types":[168],"loss":[170],"reduce":[172],"confidence,":[175],"make":[176],"color":[178],"printable,":[179],"smooth":[181],"color.":[184],"We":[185],"direction-guided":[188],"evaluation":[189],"methodology":[190],"bridge":[192],"gap":[194],"digital":[200],"domain":[201],"actual":[204],"efficacy.":[206],"Moreover,":[207],"establish":[209],"drone-based":[211],"vehicle":[212],"dataset":[214],"(SJTU-4K),":[215],"labels":[217],"target,":[222],"assess":[224],"robustness":[226],"under":[229],"various":[230],"altitudes":[232],"views.":[234],"Extensive":[235],"proportionally":[236],"scaled":[237],"1:1":[239],"experiments":[240],"are":[241],"performed":[242],"physical":[244],"scenarios,":[245],"demonstrating":[246],"superiority":[248],"attacks.":[257]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
