乐胖代购免代理版

{"id":"https://openalex.org/W4386362985","doi":"https://doi.org/10.1109/tr.2023.3303923","title":"Focus-Shifting Attack: An Adversarial Attack That Retains Saliency Map Information and Manipulates Model Explanations","display_name":"Focus-Shifting Attack: An Adversarial Attack That Retains Saliency Map Information and Manipulates Model Explanations","publication_year":2023,"publication_date":"2023-09-01","ids":{"openalex":"https://openalex.org/W4386362985","doi":"https://doi.org/10.1109/tr.2023.3303923"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2023.3303923","pdf_url":null,"source":{"id":"https://openalex.org/S87725633","display_name":"IEEE Transactions on Reliability","issn_l":"0018-9529","issn":["0018-9529","1558-1721"],"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":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5048051189","display_name":"Qi-Xian Huang","orcid":"https://orcid.org/0000-0002-5507-8337"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Qi-Xian Huang","raw_affiliation_strings":["Institute of Information Systems and Applications, National Tsing Hua University, Hsinchu, Taiwan"],"affiliations":[{"raw_affiliation_string":"Institute of Information Systems and Applications, National Tsing Hua University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055124866","display_name":"Lin-Kuan Chiang","orcid":null},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Lin-Kuan Chiang","raw_affiliation_strings":["Institute of Information Systems and Applications, National Tsing Hua University, Hsinchu, Taiwan"],"affiliations":[{"raw_affiliation_string":"Institute of Information Systems and Applications, National Tsing Hua University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056125832","display_name":"Min-Yi Chiu","orcid":null},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Min-Yi Chiu","raw_affiliation_strings":["Institute of Information Systems and Applications, National Tsing Hua University, Hsinchu, Taiwan"],"affiliations":[{"raw_affiliation_string":"Institute of Information Systems and Applications, National Tsing Hua University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076813053","display_name":"Hung\u2010Min Sun","orcid":"https://orcid.org/0000-0003-0870-9973"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hung-Min Sun","raw_affiliation_strings":["Department of Computer Science, National Tsing Hua University, Hsinchu, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Tsing Hua University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.352,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.606989,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":68,"max":79},"biblio":{"volume":"73","issue":"2","first_page":"808","last_page":"819"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9993,"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":0.9993,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9989,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9836,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.8106549},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7493742},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.58456373},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4649132},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3745076},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2023.3303923","pdf_url":null,"source":{"id":"https://openalex.org/S87725633","display_name":"IEEE Transactions on Reliability","issn_l":"0018-9529","issn":["0018-9529","1558-1721"],"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":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":21,"referenced_works":["https://openalex.org/W1673923490","https://openalex.org/W1945616565","https://openalex.org/W2079722985","https://openalex.org/W2117539524","https://openalex.org/W2282821441","https://openalex.org/W2514176553","https://openalex.org/W2906152891","https://openalex.org/W2913039310","https://openalex.org/W2951306478","https://openalex.org/W2951885001","https://openalex.org/W2953073956","https://openalex.org/W2962843949","https://openalex.org/W2963077926","https://openalex.org/W2979200397","https://openalex.org/W3000716014","https://openalex.org/W3005073185","https://openalex.org/W3005086430","https://openalex.org/W3022179901","https://openalex.org/W3105604018","https://openalex.org/W3133706083","https://openalex.org/W3157411665"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W4297672492","https://openalex.org/W4246396837","https://openalex.org/W3191453585","https://openalex.org/W3126451824","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W1561927205"],"abstract_inverted_index":{"With":[0],"the":[1,20,34,43,66,80,84,108,111,129,132,147,151,164,182,186,190,220,223,232],"increased":[2],"use":[3],"of":[4,36,46,102,116,131,150,171,184,189,222,241],"deep":[5,24,47,71,117],"learning":[6,25,72],"in":[7,39,57,104],"many":[8],"fields,":[9],"a":[10,100,122,157,168,229,236,250],"question":[11],"has":[12,29,167,235],"been":[13,30],"raised:":[14],"\"How":[15],"much":[16,31],"should":[17],"we":[18],"trust":[19,103],"results":[21],"generated":[22],"by":[23,107],"models?\"":[26],"Thus,":[27],"there":[28],"research":[32,120],"into":[33],"interpretations":[35],"model":[37,90,139],"results,":[38,88],"order":[40],"to":[41,70,79,82,95,99,198,210],"open":[42],"black":[44],"box":[45],"learning.":[48,118],"The":[49],"focus":[50],"is":[51,249],"more":[52,196],"on":[53,138],"interpretation":[54,130,176],"than":[55,177],"prediction":[56],"some":[58],"fields":[59],"such":[60],"as":[61,207],"medicine.":[62],"Adversarial":[63],"attacks":[64,137],"are":[65,92],"most":[67],"direct":[68],"threats":[69],"models.":[73],"They":[74],"can":[75,145,215],"add":[76],"undetectable":[77],"perturbations":[78],"data":[81],"make":[83],"models":[85],"give":[86],"incorrect":[87],"and":[89,113,174,181,218],"explanations":[91,105,214],"also":[93],"susceptible":[94],"attacks.":[96],"This":[97,119,200],"leads":[98],"loss":[101],"provided":[106],"models,":[109],"limiting":[110],"application":[112],"commercial":[114],"value":[115],"proposes":[121],"targeted":[123],"adversarial":[124,136,179,252],"attack":[125,142,224,239],"algorithm":[126],"that":[127,163],"manipulates":[128],"model.":[133],"Unlike":[134],"other":[135,178],"interpretation,":[140,231],"focus-shifting":[141],"(FS":[143],"Attack)":[144],"preserve":[146],"numerical":[148,187],"depth":[149,188],"original":[152,191],"saliency":[153,192],"map":[154,193],"without":[155],"specifying":[156],"perturbation":[158],"budget.":[159],"Experiments":[160],"have":[161],"shown":[162],"FS":[165,233],"Attack":[166,234],"higher":[169],"degree":[170],"image":[172],"similarity":[173],"misleading":[175],"attacks,":[180],"property":[183],"preserving":[185],"makes":[194],"it":[195],"difficult":[197],"detect.":[199],"study":[201],"uses":[202],"several":[203],"common":[204],"explanation":[205],"methods":[206],"experimental":[208],"subjects":[209],"investigate":[211],"how":[212],"these":[213],"be":[216],"manipulated":[217],"evaluate":[219],"effectiveness":[221],"under":[225],"different":[226],"conditions.":[227],"Under":[228],"particular":[230],"highly":[237],"successful":[238],"rate":[240],"94.6":[242],"

$%$":[246],",":[247],"which":[248],"critical":[251],"attack.":[253]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4386362985","counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2024-12-09T03:26:51.670411","created_date":"2023-09-02"}