{"id":"https://openalex.org/W4405754967","doi":"https://doi.org/10.1109/tmm.2024.3521769","title":"Black-Box Targeted Adversarial Attack on Segment Anything (SAM)","display_name":"Black-Box Targeted Adversarial Attack on Segment Anything (SAM)","publication_year":2024,"publication_date":"2024-12-24","ids":{"openalex":"https://openalex.org/W4405754967","doi":"https://doi.org/10.1109/tmm.2024.3521769"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2024.3521769","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2024.3521769","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","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/A5103437194","display_name":"Sheng Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Sheng Zheng","raw_affiliation_strings":["School of Mechatronical Engineering, Beijing Institute of Technology, Beijing, China","School of Mechatronical Engineering, Beijing Institute of Technology, China"],"affiliations":[{"raw_affiliation_string":"School of Mechatronical Engineering, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]},{"raw_affiliation_string":"School of Mechatronical Engineering, Beijing Institute of Technology, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057230698","display_name":"Chaoning Zhang","orcid":"https://orcid.org/0000-0001-6007-6099"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Chaoning Zhang","raw_affiliation_strings":["School of Computing, Kyung Hee University, Seoul, South Korea","School of Computing, Kyung Hee University, China"],"affiliations":[{"raw_affiliation_string":"School of Computing, Kyung Hee University, Seoul, South Korea","institution_ids":["https://openalex.org/I35928602"]},{"raw_affiliation_string":"School of Computing, Kyung Hee University, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067521894","display_name":"Xinhong Hao","orcid":"https://orcid.org/0000-0002-6448-4839"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinhong Hao","raw_affiliation_strings":["School of Mechatronical Engineering, Beijing Institute of Technology, Beijing, China","School of Mechatronical Engineering, Beijing Institute of Technology, China"],"affiliations":[{"raw_affiliation_string":"School of Mechatronical Engineering, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]},{"raw_affiliation_string":"School of Mechatronical Engineering, Beijing Institute of Technology, China","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5103437194"],"corresponding_institution_ids":["https://openalex.org/I125839683"],"apc_list":null,"apc_paid":null,"fwci":0.683,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.77372925,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"27","issue":null,"first_page":"1901","last_page":"1913"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9682000279426575,"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":0.9682000279426575,"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/T12122","display_name":"Physical Unclonable Functions (PUFs) and Hardware Security","score":0.921500027179718,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.916700005531311,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.781914234161377},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.6918315291404724},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5550312995910645},{"id":"https://openalex.org/keywords/black-box","display_name":"Black box","score":0.5012447834014893},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2356593906879425}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.781914234161377},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.6918315291404724},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5550312995910645},{"id":"https://openalex.org/C94966114","wikidata":"https://www.wikidata.org/wiki/Q29256","display_name":"Black box","level":2,"score":0.5012447834014893},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2356593906879425}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2024.3521769","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2024.3521769","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4235531369","display_name":null,"funder_award_id":"KHU-20241101","funder_id":"https://openalex.org/F4320321332","funder_display_name":"Kyung Hee University"}],"funders":[{"id":"https://openalex.org/F4320321332","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W2133665775","https://openalex.org/W2607219512","https://openalex.org/W2774644650","https://openalex.org/W2795727551","https://openalex.org/W2962847335","https://openalex.org/W2963341956","https://openalex.org/W2969542116","https://openalex.org/W3034643863","https://openalex.org/W3103836116","https://openalex.org/W3107990944","https://openalex.org/W3108072218","https://openalex.org/W3119118477","https://openalex.org/W3161469108","https://openalex.org/W3184420582","https://openalex.org/W3198796530","https://openalex.org/W4285227025","https://openalex.org/W4293846201","https://openalex.org/W4304701424","https://openalex.org/W4312810288","https://openalex.org/W4313156423","https://openalex.org/W4386075997","https://openalex.org/W4386736875","https://openalex.org/W4387885777","https://openalex.org/W4388145471","https://openalex.org/W4389213130","https://openalex.org/W4390874575","https://openalex.org/W4393387578","https://openalex.org/W4404722477","https://openalex.org/W6637162671","https://openalex.org/W6640425456","https://openalex.org/W6725195833","https://openalex.org/W6759129252","https://openalex.org/W6759274242","https://openalex.org/W6761839128","https://openalex.org/W6764942769","https://openalex.org/W6768366551","https://openalex.org/W6778883912","https://openalex.org/W6781266101","https://openalex.org/W6787052717","https://openalex.org/W6790019176","https://openalex.org/W6791353385","https://openalex.org/W6792024551","https://openalex.org/W6800751262","https://openalex.org/W6804000844","https://openalex.org/W6850266965","https://openalex.org/W6850607732","https://openalex.org/W6851313210","https://openalex.org/W6852040150","https://openalex.org/W6852206773","https://openalex.org/W6852276098","https://openalex.org/W6852277493","https://openalex.org/W6852404605","https://openalex.org/W6852501939","https://openalex.org/W6852576551","https://openalex.org/W6852827418","https://openalex.org/W6852846236","https://openalex.org/W6852850613","https://openalex.org/W6853219587","https://openalex.org/W6853276614","https://openalex.org/W6853470835","https://openalex.org/W6854362512","https://openalex.org/W6858986087","https://openalex.org/W6859309697","https://openalex.org/W6861232000"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W4246396837","https://openalex.org/W3126451824","https://openalex.org/W1561927205","https://openalex.org/W3009622996","https://openalex.org/W3037859390"],"abstract_inverted_index":{"Deep":[0],"recognition":[1],"models":[2],"are":[3],"widely":[4],"vulnerable":[5],"to":[6,18,29,39,43,71,88,120,160,186],"adversarial":[7,63,75,95,171],"examples,":[8],"which":[9,128],"change":[10],"the":[11,19,57,62,85,90,114,135,150,162,167,180],"model":[12,34],"output":[13],"by":[14,117,147,165],"adding":[15],"quasi-imperceptible":[16],"perturbation":[17],"image":[20,151],"input.":[21],"Recently,":[22],"Segment":[23],"Anything":[24],"Model":[25],"(SAM)":[26],"has":[27,110],"emerged":[28],"become":[30],"a":[31,73,82,100,142,156,188],"popular":[32],"foundation":[33],"in":[35,61,113],"computer":[36],"vision":[37],"due":[38],"its":[40],"impressive":[41],"generalization":[42],"unseen":[44],"data":[45],"and":[46,124],"tasks.":[47],"Realizing":[48],"flexible":[49],"attacks":[50],"on":[51,78,108,192],"SAM":[52,60,109],"is":[53,87,129],"beneficial":[54],"for":[55],"understanding":[56],"robustness":[58],"of":[59,93,99,106,137,170,182],"context.":[64],"To":[65,133],"this":[66,68],"end,":[67],"work":[69],"aims":[70],"achieve":[72],"targeted":[74],"attack":[76],"(TAA)":[77],"SAM.":[79,193],"Specifically,":[80],"under":[81],"specific":[83],"prompt,":[84],"goal":[86],"make":[89],"predicted":[91],"mask":[92],"an":[94],"example":[96],"resemble":[97],"that":[98],"given":[101],"target":[102],"image.":[103],"The":[104],"task":[105],"TAA":[107,191],"been":[111],"realized":[112],"white-box":[115],"setup":[116],"assuming":[118],"access":[119],"<italic":[121,125],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[122,126],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">prompt</i>":[123],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">model</i>,":[127],"thus":[130],"less":[131],"practical.":[132],"address":[134],"issue":[136],"prompt":[138],"dependence,":[139],"we":[140,154],"propose":[141,155],"simple":[143],"yet":[144],"effective":[145],"approach":[146],"only":[148],"attacking":[149],"encoder.":[152],"Moreover,":[153],"novel":[157],"regularization":[158],"loss":[159],"enhance":[161],"cross-model":[163],"transferability":[164],"increasing":[166],"feature":[168],"dominance":[169],"images":[172],"over":[173],"random":[174],"natural":[175],"images.":[176],"Extensive":[177],"experiments":[178],"verify":[179],"effectiveness":[181],"our":[183],"proposed":[184],"method":[185],"conduct":[187],"successful":[189],"black-box":[190]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
